Rank #6 of 7 in Startup Legal & Incorporation
Stripe Atlas
YC S09Stripe, Inc. · commercial
Products
Stripe, product by product →Stripe ships more than one product — each judged line competes in its own arena on the same stories as everyone else.
| Line | Arena | Rank | PA Score | Agent-ready |
|---|---|---|---|---|
| Payments | Online Payments | #1/10 | 55/100 | 89/100 |
| Terminal | Mobile & In-Person Payments | #1/4 | 32/100 | 59/100 |
| Atlasthis page | Startup Legal & Incorporation | #6/7 | 11/100 | 32/100 |
| Clerkyacquired | Startup Legal & Incorporation | #4/7 | 14/100 | 37/100 |
| Billing | Billing & Subscriptions | #3/7 | 28/100 | 65/100 |
| Metronomeacquired | Billing & Subscriptions | #5/7 | 21/100 | 28/100 |
| Connect | Marketplace & Platform Payments | #2/6 | 31/100 | 65/100 |
| Radar | Payment Fraud Prevention | #2/5 | 22/100 | 50/100 |
| Tax | Sales Tax Automation | #1/6 | 22/100 | 43/100 |
| TaxJaracquired | Sales Tax Automation | #6/6 | 13/100 | 26/100 |
| Issuing | Card Issuing Platforms | #1/5 | 33/100 | 65/100 |
| Treasury | Banking as a Service | #4/6 | 17/100 | 44/100 |
| Identity | Identity Verification & KYC | #3/6 | 24/100 | 47/100 |
| Financial Connections | Banking Data APIs | #4/7 | 22/100 | 54/100 |
| Crypto & Stablecoins | Stablecoin Payments | #6/6 | 19/100 | 39/100 |
| Agentic Commerce | Agentic Commerce | #1/7 | 37/100 | 80/100 |
Not yet judged (10 — no arena where they compete): Invoicing · Capital · Revenue Recognition · Sigma · Data Pipeline · Managed Payments · Lemon Squeezy · Directory · Projects · Climate
Try itExperimental
See what an agent can do with Stripe Atlas before you ever sign up. Pick a story: recorded sessions replay real probe-harness transcripts; commands tagged live-capable can re-run against the real endpoint from our edge, right now (▶ run live — the exact same request, live and recorded lines always labeled); sandboxed self-drive sessions are designed and gated (docs/TRY-IT.md).
$curl -s https://docs.stripe.com/atlas.md | head -8recorded session — replayed, not liveVerified integrations
No integration evidence found in our corpus for this product yet — that means none was found, never that it doesn’t integrate.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Audit trust — stories about audit trust in this arenaAudit trustevidence →
Stories about audit trust in this arena
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
n/a
Compliance registered agent — stories about compliance registered agent in this arenaCompliance registered agentevidence →
Stories about compliance registered agent in this arena
Contract lifecycle — stories about contract lifecycle in this arenaContract lifecycleevidence →
Stories about contract lifecycle in this arena
n/a
Document automation — stories about document automation in this arenaDocument automationevidence →
Stories about document automation in this arena
Equity fundraising — stories about equity fundraising in this arenaEquity fundraisingevidence →
Stories about equity fundraising in this arena
Esignature flows — stories about esignature flows in this arenaEsignature flowsevidence →
Stories about esignature flows in this arena
n/a
Incorporation — stories about incorporation in this arenaIncorporationevidence →
Stories about incorporation in this arena
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
n/a
Templates library — stories about templates library in this arenaTemplates libraryevidence →
Stories about templates library in this arena
Story verdicts — every judged story with its evidenceStory verdicts
Follow the green: where the map greys out is where Stripe Atlas stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
—0/10
Subscribe to events via webhooks
n/an/a
Build against official SDKs
n/an/a
Issue scoped/least-privilege API credentials for an agent
n/an/a
Connect an agent via an official MCP server
n/an/a
Download a machine-readable API spec (OpenAPI or equivalent)
—0/10
Rely on versioned APIs with a documented deprecation policy
n/an/a
Test against a sandbox environment without touching production data
n/an/a
Explore an interactive API reference with runnable examples
n/an/a
Agentic features
Delegate tasks to a built-in AI assistant inside the product
n/an/a
Operate the product with natural-language commands
n/an/a
Plug MCP servers into this product so it can use their tools
n/an/a
Get AI-generated insights and suggestions from my data inside the product
—–
Set up automations that run autonomously in the background
n/an/a
Audit trust — stories about audit trust in this arenaAudit trust
Stories about audit trust in this arena
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Compliance registered agent — stories about compliance registered agent in this arenaCompliance registered agent
Stories about compliance registered agent in this arena
Contract lifecycle — stories about contract lifecycle in this arenaContract lifecycle
Stories about contract lifecycle in this arena
Have an agent monitor contract renewals and deadlines through the product's API and act before they lapse
n/an/a
Draft, negotiate, and redline contracts in a controlled workflow instead of email attachments
n/an/a
Clm repository
Route contracts through configurable approval workflows before signature
n/an/a
Document automation — stories about document automation in this arenaDocument automation
Stories about document automation in this arena
Equity fundraising — stories about equity fundraising in this arenaEquity fundraising
Stories about equity fundraising in this arena
Esignature flows — stories about esignature flows in this arenaEsignature flows
Stories about esignature flows in this arena
Incorporation — stories about incorporation in this arenaIncorporation
Stories about incorporation in this arena
Formation
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Templates library — stories about templates library in this arenaTemplates library
Stories about templates library in this arena
Sorted by importance (agentic first) (high → low) · 54/54 stories · click a row’s chevron for the rationale and evidence
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | 0/10 | ||
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | n/a | untested | none yet | |
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | full | 8/10 | Tprobed | |
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | n/a | untested | none yet | |
Incorporate a Delaware startup end-to-end online, including the filing, bylaws, and initial board approvals C Formation | founder | Incorporation — stories about incorporation in this arenaIncorporation | 3 | full | 8/10 | Xcommunity | |
Generate and sign SAFEs or convertible notes on standard terms without drafting from scratch C Fundraising | founder | Equity fundraising — stories about equity fundraising in this arenaEquity fundraising | 3 | partial | 6/10 | Xcommunity | |
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | none | 0/10 | ||
Generate, populate, and send legal documents programmatically through a documented API C Doc api | developer | Document automation — stories about document automation in this arenaDocument automation | 3 | none | 0/10 | ||
Have an agent draft an NDA and route it for signature end-to-end via the product's API or MCP server C Doc api | ai-native user | Document automation — stories about document automation in this arenaDocument automation | 3 | n/a | 0/10 | ||
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | n/a | untested | none yet | |
Draft, negotiate, and redline contracts in a controlled workflow instead of email attachments C Clm authoring | legal-ops lead | Contract lifecycle — stories about contract lifecycle in this arenaContract lifecycle | 3 | n/a | untested | none yet | |
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | n/a | untested | none yet | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | n/a | untested | none yet | |
Send a document for legally binding e-signature to multiple recipients with routing C Esign | founder | Esignature flows — stories about esignature flows in this arenaEsignature flows | 3 | n/a | untested | none yet | |
Obtain a federal EIN for my new company through the platform C Formation | founder | Incorporation — stories about incorporation in this arenaIncorporation | 2 | full | 9/10 | Xcommunity | |
Complete post-incorporation setup — founder stock purchases, IP assignment, and 83(b) elections — with correct standard paperwork C Formation | founder | Incorporation — stories about incorporation in this arenaIncorporation | 2 | full | 8/10 | Xcommunity | |
Start from a library of vetted standard legal templates (NDAs, agreements, policies) instead of hiring counsel for routine documents C Templates | founder | Templates library — stories about templates library in this arenaTemplates library | 2 | partial | 6/10 | Xcommunity | |
Run hiring and equity paperwork — offer letters, confidentiality/IP agreements, and option grants — through the platform C Hiring | legal-ops lead | Equity fundraising — stories about equity fundraising in this arenaEquity fundraising | 2 | partial | 5/10 | Cclaimed | |
Delegate an annual report or compliance filing to an agent that prepares it through the platform with minimal human input C Compliance agentic | ai-native user | Compliance registered agent — stories about compliance registered agent in this arenaCompliance registered agent | 2 | none | 0/10 | ||
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | none | 0/10 | ||
File annual reports and franchise tax on time through the platform C Compliance | founder | Compliance registered agent — stories about compliance registered agent in this arenaCompliance registered agent | 2 | none | 0/10 | ||
Prepare board consents and resolutions and collect approvals online C Governance | legal-ops lead | Equity fundraising — stories about equity fundraising in this arenaEquity fundraising | 2 | none | 0/10 | ||
See a compliance calendar of upcoming filing deadlines and get reminders before each one C Compliance | legal-ops lead | Compliance registered agent — stories about compliance registered agent in this arenaCompliance registered agent | 2 | none | 0/10 | ||
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | n/a | untested | none yet | |
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | n/a | untested | none yet | |
Embed the signing experience inside my own app or website C Esign embed | developer | Esignature flows — stories about esignature flows in this arenaEsignature flows | 2 | n/a | untested | none yet | |
Have an agent monitor contract renewals and deadlines through the product's API and act before they lapse C Clm agentic | ai-native user | Contract lifecycle — stories about contract lifecycle in this arenaContract lifecycle | 2 | n/a | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | n/a | untested | none yet | |
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | n/a | untested | none yet | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | n/a | untested | none yet | |
Rely on a tamper-evident audit trail and completion certificate for every signed document C Audit | legal-ops lead | Audit trust — stories about audit trust in this arenaAudit trust | 2 | none | untested | none yet | |
Route contracts through configurable approval workflows before signature C Clm workflow | legal-ops lead | Contract lifecycle — stories about contract lifecycle in this arenaContract lifecycle | 2 | n/a | untested | none yet | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | n/a | untested | none yet | |
Store executed contracts in a searchable repository with key terms and metadata extracted C Clm repository | legal-ops lead | Contract lifecycle — stories about contract lifecycle in this arenaContract lifecycle | 2 | n/a | untested | none yet | |
Track contract renewals, expirations, and obligations with automatic alerts C Clm repository | legal-ops lead | Contract lifecycle — stories about contract lifecycle in this arenaContract lifecycle | 2 | n/a | untested | none yet | |
Use the platform as my registered agent and receive scanned legal mail and service of process digitally C Compliance | founder | Compliance registered agent — stories about compliance registered agent in this arenaCompliance registered agent | 2 | none | untested | none yet | |
Answer guided questionnaires that fill in legal documents correctly and flag choices that need attorney review C Templates | founder | Templates library — stories about templates library in this arenaTemplates library | 1 | partial | 5/10 | Xcommunity | |
Bulk-send the same document to many recipients at once C Esign scale | legal-ops lead | Esignature flows — stories about esignature flows in this arenaEsignature flows | 1 | n/a | untested | none yet | |
Require stronger signer identity verification (SMS, ID check, knowledge-based) on sensitive documents C Audit | legal-ops lead | Audit trust — stories about audit trust in this arenaAudit trust | 1 | n/a | untested | none yet | |
Set signing order, automatic reminders, and expirations on outstanding signature requests C Esign scale | legal-ops lead | Esignature flows — stories about esignature flows in this arenaEsignature flows | 1 | n/a | untested | none yet | |
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | n/a | untested | none yet |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 16 stories with headroom
What would move Stripe Atlas’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Agenticness — how well agents can access and operate the productDrive the product through a documented public API
nonemoves agent-readyimpact 45
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.
Document automation — stories about document automation in this arenaGenerate, populate, and send legal documents programmatically through a documented API
nonemoves PA Scoreimpact 30
Missing: any documented REST/API endpoints for generating or sending legal documents programmatically, SDK examples, or API reference for Atlas document workflows.
Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave
nonemoves PA Scoreimpact 30
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.
Agenticness — how well agents can access and operate the productGet AI-generated insights and suggestions from my data inside the product
nonemoves Built-in AIimpact 30
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.
Agenticness — how well agents can access and operate the productDownload a machine-readable API spec (OpenAPI or equivalent)
nonemoves API qualityimpact 30
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.
Compliance registered agent — stories about compliance registered agent in this arenaDelegate an annual report or compliance filing to an agent that prepares it through the platform with minimal human input
nonemoves PA Scoreimpact 20
Missing: 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.
Compliance registered agent — stories about compliance registered agent in this arenaFile annual reports and franchise tax on time through the platform
nonemoves PA Scoreimpact 20
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.
Audit trust — stories about audit trust in this arenaRely on a tamper-evident audit trail and completion certificate for every signed document
nonemoves PA Scoreimpact 20
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.
Showing the top 8 of 16 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map3 surfaces · 8 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
Atlas docs8 stories
- Point an agent at llms.txt or agent-oriented docs
- Generate and sign SAFEs or convertible notes on standard terms without drafting from scratch
- Run hiring and equity paperwork — offer letters, confidentiality/IP agreements, and option grants — through the platform
- Obtain a federal EIN for my new company through the platform
- Incorporate a Delaware startup end-to-end online, including the filing, bylaws, and initial board approvals
- Complete post-incorporation setup — founder stock purchases, IP assignment, and 83(b) elections — with correct standard paperwork
- Answer guided questionnaires that fill in legal documents correctly and flag choices that need attorney review
- Start from a library of vetted standard legal templates (NDAs, agreements, policies) instead of hiring counsel for routine documents
Hacker News6 stories
- Generate and sign SAFEs or convertible notes on standard terms without drafting from scratch
- Obtain a federal EIN for my new company through the platform
- Incorporate a Delaware startup end-to-end online, including the filing, bylaws, and initial board approvals
- Complete post-incorporation setup — founder stock purchases, IP assignment, and 83(b) elections — with correct standard paperwork
- Answer guided questionnaires that fill in legal documents correctly and flag choices that need attorney review
- Start from a library of vetted standard legal templates (NDAs, agreements, policies) instead of hiring counsel for routine documents
Probe proofs — replayable recordings from the probe harnessProbe proofs
Replayable recordings from our probe harness — see the Prove-It protocol to submit one.
$curl -s https://docs.stripe.com/atlas.md | head -8reproduced$ curl -s https://docs.stripe.com/atlas.md | head -8 # Stripe Atlas Start a US company from anywhere in the world. Stripe Atlas incorporates your startup and gives you everything you need to open a bank account, accept payments, and fundraise in two business days. Atlas retrieves your tax ID (EIN), initiates founder equity vesting, and files 83(b) tax elections for each founder. 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 Stripe credits. [Start your company](https://dashboard.stripe.com/register/atlas). > Stripe Atlas doesn’t provide legal, tax, or accounting advice. If you have any unique considerations, consider talking to legal counsel before proceeding. [Watch on YouTube](https://www.youtube.com/watch?v=gRomM6_pqeE)
$curl -s https://docs.stripe.com/llms.txt | grep -A 4 '## Atlas'reproduced$ curl -s https://docs.stripe.com/llms.txt | grep -A 4 '## Atlas' ## Atlas Use Stripe Atlas to incorporate your company in Delaware, obtain your company tax ID (EIN) from the IRS, issue founders equity, and file your 83(b) election. After you incorporate your business, you can open a business bank account and charge customers through Stripe payments. Stripe Atlas doesn’t provide legal, tax, or accounting advice. If you have any unique considerations, consider talking to legal counsel before proceeding.
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
5 of 6 testable claims verified · 0 contradicted → integrity 83/100
13 distinct capability claims found in Stripe Atlas’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
5
Verified
1
Unverified
0
Contradicted
2
Undersold
Verified (6)
“Incorporates a startup and sets up everything needed to open a bank account, accept payments, and fundraise within two business days”
Incorporate a Delaware startup end-to-end online, including the filing, bylaws, and initial board approvalsfullproof ↗
“Automatically files 83(b) elections for all C-corp founders”
Complete post-incorporation setup — founder stock purchases, IP assignment, and 83(b) elections — with correct standard paperworkfullproof ↗
“Obtains the company's federal tax ID (EIN) from the IRS as part of setup”
Obtain a federal EIN for my new company through the platformfullproof ↗
“Provides SAFE creation, sending, and tracking directly from the Atlas Dashboard for fundraising”
Generate and sign SAFEs or convertible notes on standard terms without drafting from scratchpartialproof ↗
“Gives access to a library of startup legal documents developed with law firm Cooley”
Start from a library of vetted standard legal templates (NDAs, agreements, policies) instead of hiring counsel for routine documentspartialproof ↗
“Supports forming Delaware C corporations, LLCs, and C-corp subsidiaries”
Incorporate a Delaware startup end-to-end online, including the filing, bylaws, and initial board approvalsfullproof ↗
Unverified (2)
“Lets founders customize vesting schedule, cliff, and start date for founder stock”
Run hiring and equity paperwork — offer letters, confidentiality/IP agreements, and option grants — through the platformpartialproof ↗
“Issues founder equity (stock) as part of the incorporation process”
Run hiring and equity paperwork — offer letters, confidentiality/IP agreements, and option grants — through the platformpartialproof ↗
Claims outside our story set (5)
Real capability claims found in Stripe Atlas’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.
“Provides 50,000 USD in partner perks and 2,500 USD in Stripe credits to new companies”
source ↗“Lets founders view their incorporation documents in a Documents tab of the Atlas Dashboard”
source ↗“Supports founders based in Singapore incorporating a US company through Atlas”
source ↗“Supports Indian founders incorporating a US entity in compliance with India's ODI rules”
source ↗“Provides 2,500 USD in credits for Stripe no-code payment products”
source ↗
Business model
$500 one-time setup fee covering Delaware incorporation, EIN, founder equity issuance, 83(b) filing, and document templates; registered agent renews at $100/year after the first year.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Try Experimental
Run it in the microterminal →Recorded agent sessions — and a live MCP handshake where the vendor ships one.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
Agent surface uptime llms.txt up (tracking since Sep 12 '26)