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Clerky wins · 310 (7 drawn)

Agenticness — how well agents can access and operate the productAgenticness

How well agents can access and operate the product

Agent access

  1. ai-native userPoint an agent at llms.txt or agent-oriented docs

    weight 2 · round to Clerky
    Stripe Atlasfullprobed8/10

    Probes confirm docs.stripe.com serves a working llms.txt (HTTP 200) and .md versions of Atlas docs pages (e.g., atlas.md, signup.md, 83b-election.md), enabling agents to fetch agent-oriented documentation directly. Missing for 10: no independent third-party confirmation of agent usage/testing against these files, and no explicit Atlas-specific llms.txt (it's site-wide for Stripe docs).

    • [probe] PROBE llms.txt: HTTP 200 at https://docs.stripe.com/llms.txt # Stripe Documentation When installing Stripe packages, always check the npm r…
    • [probe] PROBE docs-md: HTTP 200 at https://docs.stripe.com/atlas.md # Stripe Atlas Start a US company from anywhere in the world. Stripe Atlas inc…
    • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
    Clerkyfullprobed9/10

    Clerky's developer docs site serves a valid llms.txt (HTTP 200) with structured links to markdown-formatted docs pages, confirmed by direct probe evidence, satisfying the ability to point an agent at agent-oriented documentation. missing for 10: independent third-party confirmation of an agent successfully consuming the llms.txt in practice.

    • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…
    • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
    • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
  2. ai-native userDrive the product through a documented public API

    weight 3 · round to Clerky
    Stripe Atlasnone0/10

    No evidence of a documented public API for Atlas itself (company incorporation, SAFE creation, EIN, 83(b) filing, etc.); the OpenAPI probe returned 404s across all candidate paths, and docs only describe Dashboard-based workflows. Stripe's general payments API exists but is a separate product, not evidence Atlas's incorporation/fundraising features are API-driven.

    • [probe] PROBE openapi: all candidate paths 404 (https://docs.stripe.com/openapi.json, https://docs.stripe.com/swagger.json, https://docs.stripe.com/…
    • [claimed-docs] Stripe Atlas incorporates your startup and gives you everything you need to open a bank account, accept payments, and fundraise in two busin…
    • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
    Clerkypartialprobed6/10

    Clerky publishes real developer documentation for a Partner API (developers.clerky.com, discoverable via llms.txt) covering document-set lifecycle, form schemas, and endpoints like POST /v1/document_sets and GET forms, which is genuine documented programmatic access. However, the docs themselves state OAuth-based authentication is 'coming soon' and not yet live, meaning the API isn't fully operational for external partner integration yet, and scope is limited to Delaware C-Corp formations only. Missing for 10: live/functional authentication flow, evidence of broader API scope, and independent developer reports of successful integration.

    • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
    • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
    • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
    • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…

Agentic features

  1. ai-native userGet AI-generated insights and suggestions from my data inside the product

    weight 2 · round drawn
    Stripe Atlasnone0/10

    No evidence that Stripe Atlas provides AI-generated insights or suggestions from user data; the evidence pack covers incorporation, banking, equity, and legal services with no mention of AI analytics or recommendations features.

      Clerkynone0/10

      Clerky is a legal document/formation platform with an MCP server and partner API for workflow automation, but there is no evidence of AI-generated insights or suggestions surfaced from the user's own data (e.g., analytics, recommendations, anomaly detection) inside the product. The MCP server exposes tools for AI assistants to act on data, not the product itself generating insights.

      • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
      • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…

    Api quality

    1. ai-native userDownload a machine-readable API spec (OpenAPI or equivalent)

      weight 2 · round drawn
      Stripe Atlasnone0/10

      Stripe Atlas docs provide markdown/llms.txt but the explicit probe for OpenAPI spec files at docs.stripe.com returned 404 for all candidate paths, and no other evidence pack item shows a machine-readable API spec being offered for Atlas.

      • [probe] PROBE openapi: all candidate paths 404 (https://docs.stripe.com/openapi.json, https://docs.stripe.com/swagger.json, https://docs.stripe.com/…
      • [probe] PROBE llms.txt: HTTP 200 at https://docs.stripe.com/llms.txt # Stripe Documentation When installing Stripe packages, always check the npm r…
      • [probe] PROBE docs-md: HTTP 200 at https://docs.stripe.com/atlas.md # Stripe Atlas Start a US company from anywhere in the world. Stripe Atlas inc…
      Clerkynone0/10

      Clerky has a documented Partner API with REST endpoints and JSON schema forms, but explicit probes for OpenAPI/Swagger spec files (openapi.json, swagger.json, .well-known/openapi.json) all returned 404, and no docs page offers a downloadable machine-readable spec.

      • [probe] PROBE openapi: all candidate paths 404 (https://handbooks.clerky.com/openapi.json, https://handbooks.clerky.com/swagger.json, https://handbo…
      • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
      • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…

    Audit trust — stories about audit trust in this arenaAudit trust

    Stories about audit trust in this arena

    Audit

    1. legal-ops leadRely on a tamper-evident audit trail and completion certificate for every signed document

      weight 2 · round to Clerky
      Stripe Atlasnone0/10

      Evidence covers incorporation, document storage, SAFEs, and legal templates, but nothing addresses tamper-evident audit trails or completion certificates for signed documents (e.g., e-signature integrity verification), which is what a legal-ops lead would need.

        Clerkypartialclaimed2/10

        Clerky documents that it logs every change made to a document set or workspace so admins can see who did what, which is a basic audit-log capability, but there is no mention of tamper-evidence (e.g., cryptographic sealing, hash-chained logs) or of a signing completion certificate being issued for executed documents. Missing for 10: tamper-evident/cryptographic audit trail mechanics, completion certificate artifact, and any independent verification of these claims.

        • [claimed-docs] We log every change anyone makes to a document set or workspace, so you can always see who was responsible for what.

      Compliance registered agent — stories about compliance registered agent in this arenaCompliance registered agent

      Stories about compliance registered agent in this arena

      Compliance

      1. founderFile annual reports and franchise tax on time through the platform

        weight 2 · round drawn
        Stripe Atlasnone0/10

        No Stripe Atlas documentation claims automated filing of annual reports or Delaware franchise tax on the founder's behalf; the only related community evidence explicitly states the opposite — founders must proactively manage franchise tax bills themselves with 'no warnings' from Atlas, and state/city-level legwork is left to the user.

        • [community] Atlas companies are optimized to 'receive investments' where it's setup with a high share count which attracts obscenely large Delaware fran…
        • [community] I set up an LLC via Atlas. The process was simple, but there's a lot of legwork at the state/city level that they don't do and you'll need t…
        Clerkynone0/10

        No evidence anywhere in the pack mentions annual report filing, franchise tax filing, registered agent services, or compliance deadline tracking; Clerky's documented scope is formation, equity, hiring, banking, and IRS forms only.

        • legal-ops leadSee a compliance calendar of upcoming filing deadlines and get reminders before each one

          weight 2 · round drawn
          Stripe Atlasnone0/10

          No evidence Atlas provides a compliance calendar or deadline reminder system; docs cover incorporation, EIN, 83(b) filing, and equity but nothing about ongoing filing deadline tracking. Community evidence actually notes the opposite—one founder reports being blindsided by Delaware franchise tax bills with 'no warnings' from Atlas, and another notes Atlas doesn't handle state/city-level ongoing compliance legwork.

          • [community] Atlas companies are optimized to 'receive investments' where it's setup with a high share count which attracts obscenely large Delaware fran…
          • [community] I set up an LLC via Atlas. The process was simple, but there's a lot of legwork at the state/city level that they don't do and you'll need t…
          Clerkynone0/10

          No evidence in the pack of any compliance calendar, filing-deadline tracking, or reminder feature; Clerky's evidence covers document formation, collaboration, task assignment, and API/MCP integrations but nothing about deadline tracking or reminders.

          • founderUse the platform as my registered agent and receive scanned legal mail and service of process digitally

            weight 2 · round drawn
            Stripe Atlasnone0/10

            No evidence in the pack mentions registered agent services, scanned legal mail, or service-of-process handling; Atlas documentation covers incorporation, EIN, 83(b), bank accounts, and SAFEs but nothing about acting as a registered agent or forwarding legal mail digitally.

              Clerkynone0/10

              No evidence anywhere in the pack that Clerky offers registered agent services or digital mail/service-of-process scanning; its documented scope is document generation, e-signature, IRS filings, banking, and API/MCP integrations. Registered agent service is a plausible offering for a startup-formation platform, so absence of evidence yields 'none' rather than 'na'.

              Compliance agentic

              1. ai-native userDelegate an annual report or compliance filing to an agent that prepares it through the platform with minimal human input

                weight 2 · round to Clerky
                Stripe Atlasnone0/10

                Evidence shows Stripe Atlas handles incorporation, EIN, 83(b) elections, and tax filing as a human-facing dashboard/paperwork service with lawyer/accountant support, but there is no evidence of any agent-accessible API, delegation mechanism, or AI-agent workflow for compliance filings; community notes even highlight ongoing manual legwork and need for accountants/lawyers. Missing for 10: any API/agent interface for filings, evidence of autonomous or minimal-human-input agent delegation, documentation of an agent-facing workflow for annual reports or compliance filings.

                • [claimed-docs] Atlas files 83(b) elections for all C-corp founders
                • [claimed-docs] gets your company tax ID (EIN) from the IRS, issues founders equity, and files your 83(b) election
                • [community] I set up an LLC via Atlas. The process was simple, but there's a lot of legwork at the state/city level that they don't do and you'll need t…
                • [community] SVB sucks, true. But $300/yr for a bank account should not be a deal breaker... Atlas also made filing 2017 taxes trivial, I never even spok…
                Clerkypartialprobed4/10

                Clerky offers a remote MCP server and Partner API that let an AI assistant interact with document sets, forms, and workflow state (clerky-docs-19/20/22), and IRS forms can be completed and submitted online (clerky-docs-5/15), suggesting some agent-driven compliance work is possible. However, the probe shows the MCP tools are read-only with team-scoped OAuth access (clerky-probe-5), and there is no evidence of an actual 'annual report' or ongoing compliance-filing product, nor of an agent completing filings end-to-end with minimal human input. missing for 10: evidence of annual report/compliance-filing capability specifically, evidence the MCP/API can autonomously submit filings (not just read/collect data), and confirmation that human sign-off isn't required at each step.

                • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                • [claimed-docs] Use Clerky to complete IRS forms and submit them to the IRS, completely online. No need for a fax machine.
                • [claimed-docs] Use Clerky to complete IRS forms and submit them to the IRS, completely online. No need for a fax machine. 100% in-house, not outsourced.

              Document automation — stories about document automation in this arenaDocument automation

              Stories about document automation in this arena

              Doc api

              1. developerGenerate, populate, and send legal documents programmatically through a documented API

                weight 3 · round to Clerky
                Stripe Atlasnone0/10

                Atlas documents show SAFEs, 83(b) elections, and incorporation paperwork are created/sent/tracked via the Dashboard, not through a documented developer API, and an OpenAPI/spec probe returned 404s. Missing for 10: any documented REST/API endpoints for generating or sending legal documents programmatically, SDK examples, or API reference for Atlas document workflows.

                • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
                • [claimed-docs] After you form your company, you can view your incorporation documents in the Documents tab of your Atlas Dashboard.
                • [probe] PROBE openapi: all candidate paths 404 (https://docs.stripe.com/openapi.json, https://docs.stripe.com/swagger.json, https://docs.stripe.com/…
                Clerkypartialprobed5/10

                Clerky publishes a documented Partner API with concrete lifecycle steps (create document set, GET forms with json_schema, POST values, poll state) covering document generation and population (clerky-docs-19, clerky-docs-20). However, the API currently only supports Delaware C-Corp formations, OAuth-based authentication is explicitly stated as 'coming soon' rather than live (clerky-docs-21), and 'sending' is really 'user signs on Clerky' rather than a programmatic send step, so the story is only partially realized in production. Missing for 10: live/production authentication for partners, broader document-type coverage beyond formations, and independent/hands-on evidence of a working end-to-end integration.

                • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…

              Equity fundraising — stories about equity fundraising in this arenaEquity fundraising

              Stories about equity fundraising in this arena

              Fundraising

              1. founderGenerate and sign SAFEs or convertible notes on standard terms without drafting from scratch

                weight 3 · round to Clerky
                Stripe Atlaspartialcommunity6/10

                Docs confirm Atlas lets founders create, send, and track SAFEs from the Dashboard, and provides Cooley-developed legal document templates plus equity issuance/83(b) filing, indicating standard-terms documents are generated rather than drafted from scratch. However, evidence doesn't detail convertible notes specifically, nor confirm e-signature workflows or full customization scope, and community feedback notes gaps requiring outside lawyers for other paperwork. Missing for 10: explicit convertible note support, signing/e-signature flow details, independent hands-on confirmation of SAFE generation quality.

                • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
                • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
                • [claimed-docs] Customize your vesting period, cliff, and start date to fit your needs.
                • [community] We really wanted to use Stripe Atlas for our startup but ended up using Clerky for various reasons... Atlas is getting closer and closer to …

                Clerky's core startup product explicitly supports issuing SAFEs and convertible notes on standard forms with customizable key terms, collaborative editing, attorney review, and e-signature—removing the need to draft from scratch. Community feedback corroborates ease of use and frictionless process for founders using Clerky's paperwork workflows. Missing for 10: independent hands-on account of actually generating/signing a SAFE end-to-end and specifics on which standard SAFE variants (YC, pre/post-money) are supported.

                • [claimed-docs] Issue safes or convertible notes. Hire employees, consultants, and advisors, and issue stock or stock options as equity compensation.
                • [claimed-docs] Our software makes it easy to customize the key terms of the legal paperwork you're working on.
                • [claimed-docs] you can easily loop in your attorney to have them review and comment on the information you're entering.
                • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time.
                • [community] Wow, this is great. Props to the Clerky team. If this had existed in 2015 we would have used it, instead we paid a few thousand extra.
                • [community] We were among the first companies to use this product at Crowdbotics... the process was almost totally frictionless and Clerky's support was…

              Governance

              1. legal-ops leadPrepare board consents and resolutions and collect approvals online

                weight 2 · round to Clerky
                Stripe Atlasnone0/10

                Evidence covers incorporation, equity issuance, SAFEs, 83(b) elections, and Cooley-developed legal document templates, but nothing describes preparing board consents/resolutions or collecting board approvals online. Missing for 10: any mention of board consent templates, resolution drafting, or an e-signature/approval-collection workflow for board actions.

                • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
                • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
                • [claimed-docs] After you form your company, you can view your incorporation documents in the Documents tab of your Atlas Dashboard.

                Clerky's docs describe document-set collaboration, inviting co-founders/attorneys to review and comment in real-time, and issuing stock/options (which typically requires board approval) — these features generally support drafting and collecting sign-off on corporate paperwork online. However, no evidence explicitly names 'board consents' or 'resolutions' as a document type or confirms an approval-workflow specifically for board actions. Missing for 10: explicit mention of board consent/resolution templates, a dedicated approval/e-signature workflow for board members, and independent confirmation that board-level approvals are collected through the platform.

                • [claimed-docs] Issue safes or convertible notes. Hire employees, consultants, and advisors, and issue stock or stock options as equity compensation.
                • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time.
                • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time. Rest easy knowing everyone is looking at t…
                • [claimed-docs] you can easily loop in your attorney to have them review and comment on the information you're entering.
                • [claimed-docs] We've built features that let you easily assign tasks to co-founders and work on everything together.
                • [community] Clerky gives me management tools (including the post-incorporation package: Fundraising, Hiring and Maintenance) although this does not give…

              Hiring

              1. legal-ops leadRun hiring and equity paperwork — offer letters, confidentiality/IP agreements, and option grants — through the platform

                weight 2 · round to Clerky
                Stripe Atlaspartialclaimed5/10

                Atlas documents cover founder equity issuance, vesting customization, and 83(b) election filing, plus general access to Cooley-developed legal documents, which touches option-grant paperwork. However, there is no explicit evidence of offer-letter templates or confidentiality/IP assignment agreement workflows being run through the platform. missing for 10: dedicated offer-letter generation, confidentiality/IP agreement templates, independent confirmation of hiring paperwork beyond equity/incorporation docs.

                • [claimed-docs] Customize your vesting period, cliff, and start date to fit your needs.
                • [claimed-docs] Atlas files 83(b) elections for all C-corp founders
                • [claimed-docs] gets your company tax ID (EIN) from the IRS, issues founders equity, and files your 83(b) election
                • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
                • [claimed-docs] After you form your company, you can view your incorporation documents in the Documents tab of your Atlas Dashboard.

                Clerky's own product docs explicitly cover hiring paperwork (offer/hiring workflows), confidentiality/IP agreements implied via founder/employee onboarding docs, and equity issuance (stock, stock options, safes, convertible notes) via a stock plan, plus attorney oversight/collaboration features for legal-ops review. Community reviews corroborate real-world use of the hiring/fundraising/maintenance packages. Missing for 10: explicit mention of confidentiality/IP agreement templates by name and independent case studies detailing legal-ops workflows specifically.

                • [claimed-docs] Issue safes or convertible notes. Hire employees, consultants, and advisors, and issue stock or stock options as equity compensation.
                • [claimed-docs] Adopt a stock plan to easily issue restricted stock or stock options to employees, consultants, and advisors.
                • [claimed-docs] Forming a startup on Clerky enables access to a legal dashboard that makes it easy to do additional legal paperwork.
                • [claimed-docs] you can easily loop in your attorney to have them review and comment on the information you're entering.
                • [community] Clerky gives me management tools (including the post-incorporation package: Fundraising, Hiring and Maintenance) although this does not give…

              Incorporation — stories about incorporation in this arenaIncorporation

              Stories about incorporation in this arena

              Formation

              1. founderObtain a federal EIN for my new company through the platform

                weight 2 · round to Stripe Atlas
                Stripe Atlasfullcommunity9/10

                Stripe's docs explicitly state Atlas obtains the company's federal tax ID (EIN) from the IRS as part of incorporation, alongside issuing equity and filing 83(b) elections, and this is corroborated by community accounts of smooth incorporation/tax processes via Atlas. Missing for 10: independent hands-on confirmation specifically of EIN turnaround time or edge-case delays.

                • [claimed-docs] gets your company tax ID (EIN) from the IRS, issues founders equity, and files your 83(b) election
                • [claimed-docs] Available immediately after incorporation before you receive your EIN.
                • [community] SVB sucks, true. But $300/yr for a bank account should not be a deal breaker... Atlas also made filing 2017 taxes trivial, I never even spok…
                • [community] I completely disagree with this post. I setup an LLC late last year and it was a very pleasant experience via Atlas. They clearly show a che…

                Clerky explicitly advertises completing and submitting IRS forms (including EIN application, a core IRS form for new companies) fully online without fax, done in-house — clerky-docs-5/15. Community evidence corroborates general ease/friction of the incorporation process but doesn't specifically dispute the EIN step. Missing for 10: independent hands-on confirmation specifically of the EIN application step (vs. general process reviews) and detail on turnaround time.

                • [claimed-docs] Use Clerky to complete IRS forms and submit them to the IRS, completely online. No need for a fax machine.
                • [claimed-docs] Use Clerky to complete IRS forms and submit them to the IRS, completely online. No need for a fax machine. 100% in-house, not outsourced.
                • [community] We were among the first companies to use this product at Crowdbotics... the process was almost totally frictionless and Clerky's support was…
              2. founderIncorporate a Delaware startup end-to-end online, including the filing, bylaws, and initial board approvals

                weight 3 · round drawn
                Stripe Atlasfullcommunity8/10

                Docs and community reports confirm Atlas handles Delaware C-corp/LLC incorporation, EIN, founder equity issuance, 83(b) filings, and provides Cooley-drafted legal docs (bylaws, vesting agreements) within days, with independent users confirming a smooth end-to-end filing/checklist experience. Missing for 10: explicit mention of formal 'initial board consent/board approval' documents and independent verification that board resolutions are auto-generated, plus some community reports note extra legwork (state/local filings, franchise tax) still required.

                • [claimed-docs] Stripe Atlas incorporates your startup and gives you everything you need to open a bank account, accept payments, and fundraise in two busin…
                • [claimed-docs] Atlas files 83(b) elections for all C-corp founders
                • [claimed-docs] gets your company tax ID (EIN) from the IRS, issues founders equity, and files your 83(b) election
                • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
                • [claimed-docs] After you form your company, you can view your incorporation documents in the Documents tab of your Atlas Dashboard.
                • [claimed-docs] Stripe Atlas supports forming Delaware C corporations, limited liability companies (LLCs), and C corporation subsidiaries.
                • [community] I completely disagree with this post. I setup an LLC late last year and it was a very pleasant experience via Atlas. They clearly show a che…
                • [community] I set up an LLC via Atlas. The process was simple, but there's a lot of legwork at the state/city level that they don't do and you'll need t…

                Clerky is purpose-built for online Delaware incorporation, covering formation filing, customizable bylaws/legal documents, board approvals, and post-incorporation paperwork, corroborated by positive hands-on founder accounts of using it for incorporation. missing for 10: independent verification of the full end-to-end filing-to-board-approval flow (vs marketing pages), and a documented step-by-step walkthrough showing bylaws/board consent generation explicitly.

                • [claimed-docs] Forming a startup on Clerky enables access to a legal dashboard that makes it easy to do additional legal paperwork.
                • [claimed-docs] Our software makes it easy to customize the key terms of the legal paperwork you're working on.
                • [claimed-docs] Issue safes or convertible notes. Hire employees, consultants, and advisors, and issue stock or stock options as equity compensation.
                • [claimed-docs] Adopt a stock plan to easily issue restricted stock or stock options to employees, consultants, and advisors.
                • [community] I used Clerky in 2016. I found them pleasant and easy to work with. Took the time to answer all of my questions. Prices quite reasonable.
                • [community] We were among the first companies to use this product at Crowdbotics... the process was almost totally frictionless and Clerky's support was…
                • [community] I love Stripe Atlas overall for fast/excellent UX, but Clerky supports PBCs and a higher degree of customization (eg useful for incorporatin…
              3. founderComplete post-incorporation setup — founder stock purchases, IP assignment, and 83(b) elections — with correct standard paperwork

                weight 2 · round to Stripe Atlas
                Stripe Atlasfullcommunity8/10

                Stripe Atlas docs explicitly confirm it issues founder equity with customizable vesting, files 83(b) elections for all C-corp founders, and provides legal documents developed with Cooley, plus a dashboard to view incorporation documents — directly matching the story's core elements. Community evidence corroborates a smooth incorporation experience, though notes some legwork/gaps remain outside Atlas's scope (e.g., no IP assignment specifics mentioned, and one user needed Clerky for extra needs). Missing for 10: explicit documentation of IP assignment agreements as a named deliverable, and independent verification of 83(b) filing accuracy/timeliness.

                • [claimed-docs] Customize your vesting period, cliff, and start date to fit your needs.
                • [claimed-docs] Atlas files 83(b) elections for all C-corp founders
                • [claimed-docs] gets your company tax ID (EIN) from the IRS, issues founders equity, and files your 83(b) election
                • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
                • [claimed-docs] After you form your company, you can view your incorporation documents in the Documents tab of your Atlas Dashboard.
                • [community] I set up an LLC via Atlas. The process was simple, but there's a lot of legwork at the state/city level that they don't do and you'll need t…
                • [community] We really wanted to use Stripe Atlas for our startup but ended up using Clerky for various reasons... Atlas is getting closer and closer to …

                Clerky's docs confirm founder stock/equity issuance (clerky-docs-9, clerky-docs-16) and completing/submitting IRS forms online (clerky-docs-5, clerky-docs-15), which covers 83(b) elections, and community confirms a post-incorporation 'Maintenance' package (clerky-comm-3). However, IP assignment agreements are not explicitly named in the evidence pack, so full coverage of that specific document isn't directly confirmed. missing for 10: explicit documentation of IP assignment agreement generation, independent verification that 83(b) filings are correctly executed, and hands-on account of the full post-incorporation flow.

                • [claimed-docs] Use Clerky to complete IRS forms and submit them to the IRS, completely online. No need for a fax machine.
                • [claimed-docs] Issue safes or convertible notes. Hire employees, consultants, and advisors, and issue stock or stock options as equity compensation.
                • [claimed-docs] Use Clerky to complete IRS forms and submit them to the IRS, completely online. No need for a fax machine. 100% in-house, not outsourced.
                • [claimed-docs] Adopt a stock plan to easily issue restricted stock or stock options to employees, consultants, and advisors.
                • [community] Clerky gives me management tools (including the post-incorporation package: Fundraising, Hiring and Maintenance) although this does not give…

              Openness — open source, data portability, and self-hosting storiesOpenness

              Open source, data portability, and self-hosting stories

              1. ai-native userDo everything through the API that I can do in the UI

                weight 2 · round to Clerky
                Stripe Atlasnone0/10

                No evidence Atlas exposes an API for incorporation, SAFE creation, 83(b) filing, or bank account setup; all documented workflows describe Dashboard-only actions, and a probe for an OpenAPI/swagger spec on the docs site returned 404s. missing for 10: any documented Atlas API endpoints, API reference docs, or programmatic equivalents of the incorporation/SAFE/dashboard workflows.

                • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
                • [claimed-docs] After you form your company, you can view your incorporation documents in the Documents tab of your Atlas Dashboard.
                • [probe] PROBE openapi: all candidate paths 404 (https://docs.stripe.com/openapi.json, https://docs.stripe.com/swagger.json, https://docs.stripe.com/…
                Clerkypartialclaimed4/10

                Clerky has a Partner API but it explicitly 'currently supports Delaware C-Corporation formations' only, a narrow subset of the 40+ products, safes, stock plans, hiring, banking integrations, and legal dashboard features described in the UI docs. OAuth authentication is also still 'coming soon,' meaning the API isn't even fully live yet, and there's no evidence of API coverage for post-formation workflows (safes, convertible notes, hiring, stock issuance, IRS filing, banking apps) that are core UI capabilities. Missing for 10: API coverage for post-incorporation products (safes, hiring, equity issuance, IRS/bank filings), live OAuth access, and evidence of parity across the 40+ advanced products.

                • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                • [claimed-docs] Issue safes or convertible notes. Hire employees, consultants, and advisors, and issue stock or stock options as equity compensation.
                • [claimed-docs] Attorney accounts get access to over 40 advanced products that are not publicly available.
                • [claimed-docs] Apply for accounts with the most popular banks for startups. Pre-filled applications make it as easy as possible.
              2. ai-native userExport all of my data in open formats and leave

                weight 3 · round drawn
                Stripe Atlasnone0/10

                Stripe Atlas is a company-incorporation/legal-paperwork service (EIN, incorporation docs, SAFEs, 83(b) filings); there is no evidence of a data export feature or open-format data portability for users to leave with their data. The only related item is viewing incorporation documents in a dashboard tab, which is not a bulk export in open formats, and no evidence discusses exporting or migrating data out of Atlas.

                • [claimed-docs] After you form your company, you can view your incorporation documents in the Documents tab of your Atlas Dashboard.
                Clerkynone0/10

                No evidence of any bulk data export in open/standard formats (e.g., document download bundles, JSON/CSV exports of legal data) for users to take their data and leave; the Partner API and MCP server are designed for partner integrations/AI assistants working within Clerky, not full data portability/exit. Probes also show no llms.txt/docs export or export-oriented endpoints beyond the legal-workflow API.

                • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                • [probe] PROBE llms.txt: HTTP 404 at https://handbooks.clerky.com/llms.txt
                • [probe] PROBE docs-md: HTTP 404 at https://handbooks.clerky.com/legal-concepts.md
                • [probe] PROBE openapi: all candidate paths 404 (https://handbooks.clerky.com/openapi.json, https://handbooks.clerky.com/swagger.json, https://handbo…

              Templates library — stories about templates library in this arenaTemplates library

              Stories about templates library in this arena

              Templates

              1. founderAnswer guided questionnaires that fill in legal documents correctly and flag choices that need attorney review

                weight 1 · round to Clerky
                Stripe Atlaspartialcommunity5/10

                Atlas does offer guided steps that auto-generate certain legal docs (vesting terms, 83(b) elections, SAFEs, Cooley-drafted templates) and a checklist walkthrough praised by users, but there is no evidence of a questionnaire that explicitly flags decisions needing attorney review — community reports even note Atlas gave 'no warnings' about high-share-count franchise tax consequences and that 'Atlas does not remove the need for an accountant, or a lawyer,' meaning founders must proactively seek legal review themselves. Missing for 10: an explicit attorney-review-flagging mechanism in the questionnaire, and documentation showing how edge-case legal choices are surfaced to counsel.

                • [claimed-docs] Customize your vesting period, cliff, and start date to fit your needs.
                • [claimed-docs] Atlas files 83(b) elections for all C-corp founders
                • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
                • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
                • [community] I completely disagree with this post. I setup an LLC late last year and it was a very pleasant experience via Atlas. They clearly show a che…
                • [community] I set up an LLC via Atlas. The process was simple, but there's a lot of legwork at the state/city level that they don't do and you'll need t…
                • [community] Atlas companies are optimized to 'receive investments' where it's setup with a high share count which attracts obscenely large Delaware fran…
                Clerkypartialclaimed6/10

                Clerky's docs show forms with structured fields/json_schema that collect info to fill documents (clerky-docs-19, clerky-docs-20), easy customization of key terms (clerky-docs-11), and the ability to loop in an attorney to review and comment on entered information (clerky-docs-12). However, there is no explicit evidence of a system that automatically flags specific choices as needing attorney review versus a general 'invite attorney' collaboration feature. missing for 10: explicit automated flagging/warning UI for attorney-review-needed choices, independent user account of the questionnaire flow itself, and confirmation the guided form correctly maps answers to legal documents.

                • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                • [claimed-docs] Our software makes it easy to customize the key terms of the legal paperwork you're working on.
                • [claimed-docs] you can easily loop in your attorney to have them review and comment on the information you're entering.
                • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time.
              2. founderStart from a library of vetted standard legal templates (NDAs, agreements, policies) instead of hiring counsel for routine documents

                weight 2 · round to Stripe Atlas
                Stripe Atlaspartialcommunity6/10

                Atlas provides legal documents developed with Cooley (a startup law firm), including incorporation docs, vesting agreements, and SAFEs, which covers a subset of standard founder legal templates. However, community evidence shows Atlas 'does not remove the need for an accountant, or a lawyer' and users still turned to alternatives like Clerky for gaps in coverage (e.g., broader NDAs/policies), indicating the library is narrower than a full standard-template suite. Missing for 10: explicit evidence of NDA templates, HR/policy documents, or a broader vetted template library beyond incorporation/vesting/SAFE docs, and independent confirmation of template breadth.

                • [claimed-docs] It also gives you access to legal documents developed with Cooley (a law firm for startups), 50,000 USD in partner perks, and 2,500 USD in S…
                • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
                • [claimed-docs] Customize your vesting period, cliff, and start date to fit your needs.
                • [community] I set up an LLC via Atlas. The process was simple, but there's a lot of legwork at the state/city level that they don't do and you'll need t…
                • [community] We really wanted to use Stripe Atlas for our startup but ended up using Clerky for various reasons... Atlas is getting closer and closer to …

                Clerky documents show a template-driven system for startup-specific legal paperwork (formation, safes/convertible notes, stock plans, hiring/equity agreements, IRS forms) that lets founders self-serve rather than hire counsel for those documents. However, the evidence never mentions NDAs, general contract templates, or company policy documents, which are explicitly named in the story. Missing for 10: evidence of NDA templates, general business agreement templates, and policy document templates beyond incorporation/equity paperwork.

                • [claimed-docs] Issue safes or convertible notes. Hire employees, consultants, and advisors, and issue stock or stock options as equity compensation.
                • [claimed-docs] Adopt a stock plan to easily issue restricted stock or stock options to employees, consultants, and advisors.
                • [claimed-docs] Use Clerky to complete IRS forms and submit them to the IRS, completely online. No need for a fax machine.
                • [claimed-docs] Our software makes it easy to customize the key terms of the legal paperwork you're working on.
                • [community] Clerky gives me management tools (including the post-incorporation package: Fundraising, Hiring and Maintenance) although this does not give…

              Not comparable on these axes

              1. ai-native userRun the product headlessly / in CI for automation

                weight 2 · not comparable
                Stripe Atlasn/a

                Stripe Atlas is a one-time company incorporation/formation service, not a tool meant for repeated headless/CI automation workflows; the evidence pack covers incorporation, banking, equity, and legal document processes with no API/CLI automation surface for this axis.

                  Clerkypartialclaimed3/10

                  Clerky exposes a Partner API (create document sets, list forms, submit JSON, poll status) that could in principle be scripted, but authentication is an OAuth authorization-code flow tied to a human sign-in ('coming soon' per docs), and legal documents still require human e-signature, so true unattended/CI automation isn't demonstrated. Missing for 10: machine-to-machine/service-account auth, CLI or CI examples, and confirmation the workflow can complete without a human signing step.

                  • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                  • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                  • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                • ai-native userPlug MCP servers into this product so it can use their tools

                  weight 3 · not comparable
                  Stripe Atlasn/a

                  Stripe Atlas is a company-incorporation/back-office service, not an AI agent or assistant platform; plugging MCP servers into it so it can 'use their tools' is a category error for this kind of product, with no evidence it functions as an AI-agent host.

                    Clerkyn/a

                    Clerky is a legal-paperwork SaaS, not an AI agent/assistant platform; the evidence shows it exposes its own remote MCP server (mcp.clerky.com) for other AI assistants to consume its tools, which is the opposite direction from this story (a user plugging external MCP servers into Clerky so it can use their tools). There is no evidence Clerky itself acts as an MCP client consuming outside tools, and this capability is outside its product category.

                    • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                    • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                  • ai-native userConnect an agent via an official MCP server

                    weight 3 · not comparable
                    Stripe Atlasn/a

                    Stripe Atlas is a company-incorporation/business-formation service, not an agent or AI-native product with tool-serving capability; connecting an agent via an MCP server is a wrong-axis question for this product category. No evidence suggests Atlas exposes any MCP server or agent connectivity.

                      Clerkyfullprobed8/10

                      Clerky publishes an official remote MCP server (https://mcp.clerky.com/mcp) with documented setup for Claude, ChatGPT, and other AI assistants, and a live probe confirms the endpoint is real and OAuth-gated as documented. Missing for 10: independent/community confirmation of real-world agent usage and full detail on the OAuth authorization flow completion.

                      • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                      • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                      • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                    • ai-native userUse an official CLI

                      weight 2 · not comparable
                      Stripe Atlasn/a

                      Stripe Atlas is a business-incorporation service (forming companies, banking, 83(b) filings), not a developer tool or platform where a CLI would be a natural product surface; the 'official CLI' axis is a category error here.

                        Clerkynone0/10

                        Clerky provides a Partner API and a remote MCP server, but no evidence of an official CLI tool for AI-native workflows; probes for docs/llms.txt found no CLI references.

                        • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                        • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                        • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                        • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…
                      • ai-native userIssue scoped/least-privilege API credentials for an agent

                        weight 2 · not comparable
                        Stripe Atlasn/a

                        Stripe Atlas is a company-incorporation and startup-formation service (EIN, bank account, SAFEs, legal docs), not an API/credentialing platform for agents; scoped API credential issuance is outside its product category.

                          Clerkypartialprobed4/10

                          Clerky documents an OAuth 2.0 bearer-token model for its Partner API with an 'access model' limiting what each token can do, and a live remote MCP server gated by OAuth ('team access you authorize') confirmed via a 401 invalid_token probe rather than being open. However, OAuth for the Partner API is explicitly marked 'coming soon' with scopes/lifetime 'to be published,' and the MCP scoping described is team-level, not clearly a fine-grained least-privilege credential model for individual agents. Missing for 10: published granular scopes/permissions list, confirmed live least-privilege token issuance flow, and independent verification of scope enforcement.

                          • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                          • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                          • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                        • ai-native userBuild against official SDKs

                          weight 2 · not comparable
                          Stripe Atlasn/a

                          Stripe Atlas is a company-incorporation and startup-formation service (legal filings, bank accounts, SAFEs), not a developer API/SDK product; building against 'official SDKs' is not a fair question for this kind of offering, even though the parent Stripe platform has SDKs.

                            Clerkypartialprobed5/10

                            Clerky publishes an official Partner API (REST, JSON schema-driven forms, document-set lifecycle) with docs and an llms.txt developer portal, plus a documented remote MCP server for AI assistants — both usable for programmatic/agentic integration. However there is no evidence of a packaged SDK (client libraries in Python/JS/etc.), and the API's OAuth authentication is explicitly still 'coming soon,' meaning full client access isn't yet live. Missing for 10: language-specific SDK packages, completed/live OAuth client registration, independent developer corroboration of successful integration.

                            • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                            • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                            • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                            • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                            • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…
                            • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                          • ai-native userSubscribe to events via webhooks

                            weight 2 · not comparable
                            Stripe Atlasn/a

                            Stripe Atlas is a company-incorporation/formation service (legal filings, bank account setup, EIN, equity), not an API/event-driven platform; webhook subscriptions are a wrong axis for this product category, unlike Stripe's core payments API.

                              Clerkynone0/10

                              The Partner API docs explicitly describe a poll-based lifecycle model (create, submit, poll for state) rather than any webhook/event-subscription mechanism, and no evidence anywhere mentions webhooks or push notifications.

                              • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                              • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                            • ai-native userSet up automations that run autonomously in the background

                              weight 2 · not comparable
                              Stripe Atlasn/a

                              Stripe Atlas is a company-formation/incorporation service, not an automation or agent platform; the story about autonomous background automations is a category mismatch and no evidence suggests otherwise.

                                Clerkynone0/10

                                Clerky's MCP server and Partner API let AI assistants or partner products interactively invoke Clerky tools (with team-scoped OAuth access), but nothing in the evidence describes autonomous, unattended background automations (e.g., scheduled triggers, event-driven workflows) running without a live user/assistant session initiating each action.

                                • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                                • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                                • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                              • ai-native userDelegate tasks to a built-in AI assistant inside the product

                                weight 3 · not comparable
                                Stripe Atlasn/a

                                Stripe Atlas is a company-incorporation and startup-formation service, not an AI assistant/agent product; there is no axis for delegating tasks to a built-in AI assistant within this product category, and no evidence suggests one exists.

                                  Clerkynone0/10

                                  Evidence shows Clerky exposes an MCP server so external AI assistants (Claude, ChatGPT) can call into Clerky's tools, but this is the reverse of a built-in assistant inside Clerky's own product that a user delegates tasks to. No evidence of any in-app AI assistant/chat feature for delegating formation, hiring, or document tasks.

                                  • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                                  • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                                • ai-native userOperate the product with natural-language commands

                                  weight 2 · not comparable
                                  Stripe Atlasn/a

                                  Stripe Atlas is a company-incorporation and formation service (dashboard-driven forms, legal filings, bank account setup), not a conversational or agentic interface product; natural-language command operation is not a fair axis for this kind of product.

                                    Clerkypartialprobed7/10

                                    Clerky ships a live MCP server (mcp.clerky.com) enabling Claude/ChatGPT and other AI assistants to invoke Clerky tools with team-scoped access, which is the mechanism for natural-language operation; a probe confirms the endpoint is real and OAuth-gated rather than vaporware. Missing for 10: no hands-on transcript or independent report of actually issuing natural-language commands through the MCP tools, and no evidence of a broader in-app conversational/NL command interface beyond the MCP integration.

                                    • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                                    • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                                    • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…
                                  • ai-native userExplore an interactive API reference with runnable examples

                                    weight 2 · not comparable
                                    Stripe Atlasn/a

                                    Stripe Atlas is a company-incorporation/formation service (bank account, EIN, SAFEs, legal docs), not an API-driven product for which an interactive runnable API reference would be a relevant offering; this axis is a category error for Atlas itself (Stripe's core payments API has such docs, but Atlas is not that).

                                      Clerkynone0/10

                                      Clerky's developer docs describe the Partner API lifecycle, forms, and authentication in prose (clerky-docs-19/20/21) and llms.txt lists doc pages, but there is no evidence of an interactive API reference (e.g., Swagger/OpenAPI explorer) or runnable examples; explicit probes for openapi.json/swagger.json all returned 404 (clerky-probe-3).

                                      • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                      • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                      • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                                      • [probe] PROBE openapi: all candidate paths 404 (https://handbooks.clerky.com/openapi.json, https://handbooks.clerky.com/swagger.json, https://handbo…
                                      • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…
                                    • ai-native userTest against a sandbox environment without touching production data

                                      weight 1 · not comparable
                                      Stripe Atlasn/a

                                      Stripe Atlas is a company-incorporation and startup formation service (EIN, bank account, SAFEs, legal docs), not a development/testing product with data/API sandboxing—this axis is a category error for this product type.

                                        Clerkynone0/10

                                        Clerky's Partner API and MCP server docs describe production workflows (document sets, OAuth, live formation filings) but no evidence anywhere mentions a sandbox, test mode, or staging environment separate from production data.

                                        • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                        • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                        • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                                        • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                                        • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                                      • ai-native userRely on versioned APIs with a documented deprecation policy

                                        weight 2 · not comparable
                                        Stripe Atlasn/a

                                        Stripe Atlas is a company-formation/incorporation service (legal filings, bank accounts, equity docs), not an API product with versioned endpoints for developers to integrate against — the axis of API versioning/deprecation policy is a category error here, distinct from Stripe's core payments API.

                                          Clerkynone0/10

                                          The Partner API docs show endpoints prefixed with /v1/ but there is no evidence of a documented API versioning scheme, changelog, or deprecation policy anywhere in the docs, llms.txt index, or OpenAPI probes (which 404). Missing for 10: any explicit versioning/deprecation policy documentation, changelog, or migration guidance for breaking changes.

                                          • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                          • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                          • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                                          • [probe] PROBE openapi: all candidate paths 404 (https://handbooks.clerky.com/openapi.json, https://handbooks.clerky.com/swagger.json, https://handbo…
                                          • [probe] PROBE llms.txt: HTTP 200 at https://developers.clerky.com/llms.txt - [Lifecycle](https://developers.clerky.com/getting-started/lifecycle/ind…
                                        • legal-ops leadRequire stronger signer identity verification (SMS, ID check, knowledge-based) on sensitive documents

                                          weight 1 · not comparable
                                          Stripe Atlasn/a

                                          Stripe Atlas is an incorporation/company-formation service (EIN, SAFEs, equity, banking) — it has no e-signature/document-signing workflow feature to attach signer identity verification (SMS/ID/KBA) to; this is a category error, not a missing feature.

                                            Clerkynone0/10

                                            No evidence anywhere in the pack mentions signer identity verification methods like SMS, ID check, or knowledge-based authentication for document signing; Clerky's documentation focuses on formation workflows, collaboration, and audit logs, not signer verification strength.

                                            • ai-native userPerform bulk operations across many items at once

                                              weight 2 · not comparable
                                              Stripe Atlasn/a

                                              Stripe Atlas is a one-time company-incorporation service (bank account, EIN, SAFEs, legal docs), not a data/records platform where bulk operations across many items would apply; this axis is a category error for this product type.

                                                Clerkynone0/10

                                                Evidence shows Clerky's Partner API and MCP server operate on a single document set at a time (create, fill forms, submit, poll) with no batch/bulk endpoints or bulk document/task operations documented; task assignment features are per-item, not bulk. Missing for 10: any bulk create/update endpoint, batch API operations, or bulk import/export capability across multiple items.

                                                • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                                • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                                • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                                                • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                                              • ai-native userDefine rules that trigger actions automatically on events

                                                weight 3 · not comparable
                                                Stripe Atlasn/a

                                                Stripe Atlas is a company-incorporation/formation service, not a platform for defining event-triggered automation rules; this axis is a category error for this product type.

                                                  Clerkyn/a

                                                  Clerky is a legal document/incorporation product, not a rules/automation-engine platform; defining event-triggered automation rules is a category error for this type of product.

                                                  • ai-native userSchedule recurring jobs or workflows

                                                    weight 2 · not comparable
                                                    Stripe Atlasn/a

                                                    Stripe Atlas is a company-incorporation and startup-formation service, not a workflow/automation platform; scheduling recurring jobs is not a relevant axis for this product category.

                                                      Clerkyn/a

                                                      Clerky is a legal/formation document platform; scheduling recurring automated jobs or workflows is not a fit for its product category (document sets, formations, partner API, MCP tools for legal paperwork), and no evidence suggests any job-scheduling capability.

                                                      • ai-native userVersion, review, and roll back my automations

                                                        weight 1 · not comparable
                                                        Stripe Atlasn/a

                                                        Stripe Atlas is a company-incorporation and startup-formation service, not an automation/workflow platform; versioning, reviewing, or rolling back 'automations' is not a relevant concept for this product's category.

                                                          Clerkyn/a

                                                          Clerky is a legal-document/formation automation service (document sets, e-signatures, filings), not a workflow/automation-builder product with versionable automations to review or roll back; the closest evidence is basic audit logging of document-set changes, not automation versioning.

                                                          • [claimed-docs] We log every change anyone makes to a document set or workspace, so you can always see who was responsible for what.
                                                        • ai-native userHave an agent monitor contract renewals and deadlines through the product's API and act before they lapse

                                                          weight 2 · not comparable
                                                          Stripe Atlasn/a

                                                          Stripe Atlas is a company-incorporation and startup formation service (EIN, bank account, SAFEs, incorporation docs) with no concept of 'contracts' with renewal/deadline lifecycles for an agent to monitor via API; this axis is a category error for the product type.

                                                            Clerkynone0/10

                                                            Clerky's API and MCP server are scoped to formation document-set workflows (create, fill forms, sign, poll lifecycle state) — there is no evidence of tracking contract renewal dates, deadline alerts, or proactive lapse-prevention actions via the API or MCP tools.

                                                            • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                                            • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                                            • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                                                            • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                                                          • legal-ops leadDraft, negotiate, and redline contracts in a controlled workflow instead of email attachments

                                                            weight 3 · not comparable
                                                            Stripe Atlasn/a

                                                            Stripe Atlas is a company-incorporation and startup-setup service (formation, EIN, bank account, SAFEs, template legal docs), not a contract-lifecycle/redlining tool; the story of drafting/negotiating/redlining contracts in a controlled workflow is outside its product category.

                                                              Clerkypartialclaimed4/10

                                                              Clerky offers real-time collaboration, attorney review/comment, customization of key terms, and full audit logging of document set changes, which supports a 'controlled workflow instead of email attachments' for its own formation/equity documents. However, there is no evidence of redlining, track-changes, or multi-round negotiation with external counterparties—Clerky's workflow is field-based data entry and e-signature for standardized startup legal docs, not general contract redlining. Missing for 10: explicit redline/track-changes tooling, version comparison, negotiation cycles with external parties, and support for arbitrary (non-template) contracts.

                                                              • [claimed-docs] We log every change anyone makes to a document set or workspace, so you can always see who was responsible for what.
                                                              • [claimed-docs] you can easily loop in your attorney to have them review and comment on the information you're entering.
                                                              • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time.
                                                              • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time. Rest easy knowing everyone is looking at t…
                                                              • [claimed-docs] Our software makes it easy to customize the key terms of the legal paperwork you're working on.
                                                            • legal-ops leadStore executed contracts in a searchable repository with key terms and metadata extracted

                                                              weight 2 · not comparable
                                                              Stripe Atlasn/a

                                                              Stripe Atlas is an incorporation/startup-formation product (EIN, banking, equity, SAFEs); it provides a basic Documents tab for incorporation paperwork but is not a contract-lifecycle/repository product with searchable metadata extraction across executed contracts. This is a category mismatch, not a missing feature.

                                                                Clerkynone0/10

                                                                Clerky is a formation/document-generation tool; evidence covers document sets, activity logs, and collaboration but nothing about a searchable repository of executed contracts with extracted key terms/metadata—no full-text search, term extraction, or metadata tagging is described anywhere in the pack.

                                                                • legal-ops leadTrack contract renewals, expirations, and obligations with automatic alerts

                                                                  weight 2 · not comparable
                                                                  Stripe Atlasn/a

                                                                  Stripe Atlas is a company incorporation and startup formation service (EIN, incorporation docs, SAFEs, banking setup), not a contract-lifecycle-management tool; contract renewal/expiration tracking with alerts is entirely outside its product category.

                                                                    Clerkyn/a

                                                                    Clerky is a startup legal-document formation and equity/incorporation platform, not a contract-lifecycle management tool; there is no evidence of contract renewal tracking, expiration alerts, or obligation management, and this is not the kind of capability Clerky's product category would offer.

                                                                    • legal-ops leadRoute contracts through configurable approval workflows before signature

                                                                      weight 2 · not comparable
                                                                      Stripe Atlasn/a

                                                                      Stripe Atlas is a company incorporation/formation product (EIN, bank account, equity, 83(b) elections, SAFEs), not a contract-lifecycle or e-signature/approval-workflow tool; routing contracts through configurable approval workflows before signature is outside its category.

                                                                        Clerkynone0/10

                                                                        Clerky's evidence covers document generation, collaboration, task assignment, and attorney review invites, but nothing describes configurable approval workflows/routing before signature (e.g., multi-step approval chains, conditional routing rules, or sign-off gating). Collaboration/task features are not the same as an approval workflow engine.

                                                                        • [claimed-docs] We've built features that let you easily assign tasks to co-founders and work on everything together.
                                                                        • [claimed-docs] you can easily loop in your attorney to have them review and comment on the information you're entering.
                                                                        • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time.
                                                                        • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time. Rest easy knowing everyone is looking at t…
                                                                      • ai-native userHave an agent draft an NDA and route it for signature end-to-end via the product's API or MCP server

                                                                        weight 3 · not comparable
                                                                        Stripe Atlasn/a

                                                                        Stripe Atlas is an incorporation/company-formation product (EIN, 83(b) elections, SAFEs, bank account setup); NDA drafting and e-signature routing is entirely outside its product scope. This is a wrong-axis question, not a missing feature.

                                                                        • [claimed-docs] Stripe Atlas incorporates your startup and gives you everything you need to open a bank account, accept payments, and fundraise in two busin…
                                                                        • [claimed-docs] Atlas files 83(b) elections for all C-corp founders
                                                                        • [claimed-docs] Learn how you can fundraise for your startup by creating, sending, and tracking Simple Agreements for Future Equity (SAFEs) from your Dashbo…
                                                                        Clerkynone0/10

                                                                        Clerky's Partner API and MCP server are real and documented, but the API explicitly states it 'currently supports Delaware C-Corporation formations' only, and the MCP server tools are scoped to Clerky's startup-formation document sets (cap tables, safes, stock plans) — there is no evidence of NDA drafting or NDA e-signature routing via either channel.

                                                                        • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                                                        • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                                                        • [claimed-docs] # Clerky MCP Server Clerky works with AI assistants that support remote [Model Context Protocol (MCP)](https://modelcontextprotocol.io/docs/…
                                                                        • [probe] PROBE remote MCP initialize (no token): {"error": "invalid_token", "error_description": "Authentication required"} HTTP 401 — live OAuth-gat…
                                                                      • founderSend a document for legally binding e-signature to multiple recipients with routing

                                                                        weight 3 · not comparable
                                                                        Stripe Atlasn/a

                                                                        Stripe Atlas is a company-incorporation and startup-formation service (EIN, bank account, SAFEs, 83(b) elections), not an e-signature/document routing product; multi-recipient e-signature workflows are outside its category.

                                                                          Clerkypartialclaimed4/10

                                                                          Clerky's document sets clearly involve multiple signers (collaborators, attorneys, co-founders) and a signing workflow (clerky-docs-13/17, clerky-docs-19/20), but this is signing within Clerky's own fixed legal document templates rather than a general-purpose 'send any document for signature with custom multi-recipient routing' capability. No evidence describes configurable signing order, roles, or routing logic for recipients. Missing for 10: explicit documentation of routing/sequencing controls, ability to send arbitrary documents (not just Clerky-generated ones) for signature, and independent confirmation of multi-recipient routing behavior.

                                                                          • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time.
                                                                          • [claimed-docs] Our software makes it easy to invite other people to collaborate on a document set, in real-time. Rest easy knowing everyone is looking at t…
                                                                          • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                                                          • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                                                        • developerEmbed the signing experience inside my own app or website

                                                                          weight 2 · not comparable
                                                                          Stripe Atlasn/a

                                                                          Stripe Atlas is a company-formation/incorporation service, not an e-signature or document-signing platform; embedding a signing experience is outside its product scope (it references its own dashboard-based document generation, not an embeddable signing widget for third-party apps).

                                                                            Clerkypartialclaimed5/10

                                                                            Clerky's Partner API lets a developer create a document set, render forms, and collect data inside their own product, but the docs explicitly state 'Users enter formation information in your product and sign documents on Clerky' — meaning the actual signing step happens on Clerky's own platform rather than being embedded, and OAuth authentication for partners is still listed as 'coming soon' rather than live. missing for 10: evidence of an embeddable signing widget/iframe, live partner OAuth flow, and any third-party confirmation of a working embedded integration.

                                                                            • [claimed-docs] # Introduction The Clerky Partner API lets partners bring a Clerky-powered formation workflow into their own product. It currently supports …
                                                                            • [claimed-docs] # Lifecycle A [document set][document-sets] moves through four partner-facing steps: create it, collect [form][forms] values, submit those v…
                                                                            • [claimed-docs] # Authentication The Clerky Partner API will use OAuth 2.0 bearer tokens. OAuth-based access is coming soon; client registration, URLs, scop…
                                                                          • legal-ops leadBulk-send the same document to many recipients at once

                                                                            weight 1 · not comparable
                                                                            Stripe Atlasn/a

                                                                            Stripe Atlas is a company-incorporation and startup-formation product (EIN, bank account, equity, SAFEs); bulk e-signature/document distribution to many recipients is not a feature category it addresses, making this a wrong axis rather than a missing capability.

                                                                              Clerkynone0/10

                                                                              Clerky's evidence describes single document-set collaboration, invitations, and signature workflows for specific named parties (co-founders, employees, attorneys) but nothing about bulk-sending one document to many recipients at once, a feature typical of e-signature platforms like DocuSign.

                                                                              • legal-ops leadSet signing order, automatic reminders, and expirations on outstanding signature requests

                                                                                weight 1 · not comparable
                                                                                Stripe Atlasn/a

                                                                                Stripe Atlas is a company-incorporation and startup-formation service (EIN, incorporation docs, SAFEs, banking); it has no e-signature workflow product with signing order, reminders, or expirations — this axis belongs to dedicated e-signature tools, not Atlas.

                                                                                  Clerkynone0/10

                                                                                  No evidence describes signing order, automatic reminders, or expiration settings for signature requests; Clerky's evidence focuses on document collaboration, workspace access, and formation workflows, not e-signature controls of this kind.

                                                                                  • ai-native userRead the product's source under an open license

                                                                                    weight 2 · not comparable
                                                                                    Stripe Atlasn/a

                                                                                    Stripe Atlas is a company-incorporation/business-formation service, not a software product with source code; open-source licensing is not an applicable axis for this kind of product.

                                                                                      Clerkynone0/10

                                                                                      Clerky is a closed-source legal SaaS product; there is no evidence of any open-source license or public source repository, and probes for open documentation/API artifacts returned 404s. Missing for 10: any open-source license, public code repository, or source availability statement.

                                                                                      • [probe] PROBE llms.txt: HTTP 404 at https://handbooks.clerky.com/llms.txt
                                                                                      • [probe] PROBE docs-md: HTTP 404 at https://handbooks.clerky.com/legal-concepts.md
                                                                                      • [probe] PROBE openapi: all candidate paths 404 (https://handbooks.clerky.com/openapi.json, https://handbooks.clerky.com/swagger.json, https://handbo…
                                                                                    • ai-native userSelf-host the core product

                                                                                      weight 3 · not comparable
                                                                                      Stripe Atlasn/a

                                                                                      Stripe Atlas is a managed incorporation/legal/banking service, not infrastructure software; self-hosting is a category error for this kind of product.

                                                                                        Clerkyn/a

                                                                                        Clerky is a SaaS legal/formation platform tied to legal filings and attorney workflows; self-hosting the core product is not a coherent capability for this category, as it depends on Clerky's own infrastructure, attorneys, and IRS/state filing pipelines.

                                                                                        • ai-native userChoose where my data is stored (region/residency)

                                                                                          weight 2 · not comparable
                                                                                          Stripe Atlasn/a

                                                                                          Stripe Atlas is a company-incorporation/formation service, not a data-hosting or AI platform; data residency/region selection is not a relevant axis for this product category.

                                                                                            Clerkyn/a

                                                                                            Clerky is a legal document/formation service, not infrastructure with configurable data residency; the evidence pack contains no mention of region/residency options, and this is not a fair capability to expect from this type of product (a US-focused legal filing service).

                                                                                            • ai-native userPrevent my data from being used to train AI models

                                                                                              weight 3 · not comparable
                                                                                              Stripe Atlasn/a

                                                                                              Stripe Atlas is a company-incorporation/business-formation service, not an AI product handling training data; opting out of AI model training is a wrong-axis question for this product category.

                                                                                                Clerkynone0/10

                                                                                                No evidence in the pack addresses AI training data usage, opt-out settings, or any privacy policy statement about model training; Clerky's materials focus on legal document workflows, MCP/API integration, and formation services with nothing on this axis.

                                                                                                • ai-native userControl data retention and deletion

                                                                                                  weight 2 · not comparable
                                                                                                  Stripe Atlasn/a

                                                                                                  Stripe Atlas is a company-incorporation and startup-formation service, not an AI/data-processing product; controlling AI data retention/deletion is not a relevant axis for this kind of product.

                                                                                                    Clerkynone0/10

                                                                                                    No evidence in the pack addresses data retention policies, export, or deletion controls for user data within Clerky; the docs focus on formation, collaboration, and MCP/API features, none of which mention retention or deletion. Missing for 10: any documentation of data retention periods, deletion requests, or export/erasure controls.

                                                                                                    • ai-native userOpt out of telemetry and usage tracking

                                                                                                      weight 2 · not comparable
                                                                                                      Stripe Atlasn/a

                                                                                                      Stripe Atlas is a company-incorporation/business-formation service, not an AI agent, SDK, or developer tool with telemetry/usage-tracking concerns relevant to AI-native workflows; the axis of opting out of telemetry does not apply to this kind of product.

                                                                                                        Clerkynone0/10

                                                                                                        No evidence in the pack addresses telemetry, usage tracking, or any opt-out mechanism for Clerky; the documentation focuses entirely on legal/document workflows with no privacy-controls content.