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How Fathom’s scores are calculated

The full audit trail, recomputed from the verdict data at build time through the same code that produced the leaderboard: verdict × quality × story weight per cell, cells sum to dimension scores, dimensions blend into the PA Score. Every number on the product page is reproducible from this page alone; for why the formula looks like this, see the methodology.

verdict factors: full ×1.0 · partial ×0.6 · disputed ×0.3 · none ×0.0 · n/a excluded from both sides · cell points = weight × quality × factor · cell max = weight × 10

PA Score39/100

Agent-ready 60.6 × 0.30 = 18.18

API quality 36.7 × 0.20 = 7.34

Openness 24.0 × 0.20 = 4.80

Built-in AI 38.4 × 0.15 = 5.76

Automation 19.7 × 0.15 = 2.95

(18.18 + 7.34 + 4.80 + 5.76 + 2.95) ÷ (0.30 + 0.20 + 0.20 + 0.15 + 0.15) = 39.03 ÷ 1.00 = 39.0

Scores are stored to 1 decimal; the product page’s pills round to whole numbers for display. Each dimension below shows the stories, verdicts, and cited evidence behind its number.

Agent-ready60.6/100×0.30 of the PA blend

Outside-in: can YOUR agent reach and drive this product — API, MCP, CLI, headless runs, agent docs.

Point an agent at llms.txt or agent-oriented docsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

  • [probe] https://developers.fathom.ai/llms.txt“PROBE llms.txt: HTTP 200 at https://developers.fathom.ai/llms.txt # Fathom API - [Introduction](https://developers.fathom.ai/index.md): Welcome to Fathom's API! 🚀 - [Quickstart](https:”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Fathom now offers an official MCP (Model Context Protocol) server, allowing you to connect your Fathom meeting data to AI assistants like ChatGPT, Claude, and more.”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Connect Fathom to any MCP-compatible tool using the server URL below, then authenticate to access your meeting data.”

Run the product headlessly / in CI for automationweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

  • [claimed-docs] https://developers.fathom.ai/api-overview.md“All REST API resources are authenticated with API keys generated via the Fathom website's settings area.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff”
  • [claimed-docs] https://developers.fathom.ai/api-reference/webhooks/create-a-webhook.md“Create a webhook to receive new meeting content. At least one of `include_transcript`, `include_crm_matches`, `include_summary`, or `include_action_items` must be true.”
  • [probe] https://developers.fathom.ai/api-overview.md“PROBE runtime (recorded 2026-09-05): keyless GET to the documented REST base https://api.fathom.ai/external/v1/meetings returned HTTP 401 carrying the documented RateLimit-Limit/RateLimit-Remaining/RateLimit-Reset headers — the public API surface is live and matches developers.fathom.ai exactly.”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”

Plug MCP servers into this product so it can use their toolsweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Fathom now offers an official MCP (Model Context Protocol) server, allowing you to connect your Fathom meeting data to AI assistants like ChatGPT, Claude, and more.”
  • [claimed-docs] https://www.fathom.ai“Your meeting data, now inside ChatGPT, Claude, and more”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/claude.md“Fathom is available as an official connector in Claude”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Connect Fathom to any MCP-compatible tool using the server URL below, then authenticate to access your meeting data.”
  • [probe] https://developers.fathom.ai/mcp-docs/index.md“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the official hosted MCP server https://api.fathom.ai/mcp returned HTTP 401 with `WWW-Authenticate: Bearer resource_metadata="https://api.fathom.ai/.well-known/oauth-protected-resource/mcp"` — the documented MCP endpoint (official Claude/ChatGPT connectors) is live and speaks the MCP OAuth flow.”

Connect an agent via an official MCP serverweight 3

3 (weight) × 9 (quality) × 1.0 (full) = 27.0 of 30 max

  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Fathom now offers an official MCP (Model Context Protocol) server, allowing you to connect your Fathom meeting data to AI assistants like ChatGPT, Claude, and more.”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/claude.md“Fathom is available as an **official connector** in Claude”
  • [claimed-docs] https://www.fathom.ai“Your meeting data, now inside ChatGPT, Claude, and more”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/claude.md“claude mcp add fathom -- npx mcp-remote@latest https://api.fathom.ai/mcp”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/claude.md“Claude Code supports adding MCP servers directly from the command line.”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Connect Fathom to any MCP-compatible tool using the server URL below, then authenticate to access your meeting data.”
  • [probe] https://developers.fathom.ai/mcp-docs/index“official MCP server documented at https://developers.fathom.ai/mcp-docs/index”
  • [probe] https://developers.fathom.ai/mcp-docs/index.md“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the official hosted MCP server https://api.fathom.ai/mcp returned HTTP 401 with `WWW-Authenticate: Bearer resource_metadata="https://api.fathom.ai/.well-known/oauth-protected-resource/mcp"` — the documented MCP endpoint (official Claude/ChatGPT connectors) is live and speaks the MCP OAuth flow.”

Use an official CLIweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Drive the product through a documented public APIweight 3

3 (weight) × 9 (quality) × 1.0 (full) = 27.0 of 30 max

  • [claimed-docs] https://developers.fathom.ai/api-overview.md“All REST API resources are authenticated with API keys generated via the Fathom website's settings area.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff”
  • [probe] https://developers.fathom.ai/api-overview.md“PROBE runtime (recorded 2026-09-05): keyless GET to the documented REST base https://api.fathom.ai/external/v1/meetings returned HTTP 401 carrying the documented RateLimit-Limit/RateLimit-Remaining/RateLimit-Reset headers — the public API surface is live and matches developers.fathom.ai exactly.”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”
  • [probe] https://developers.fathom.ai/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.fathom.ai/openapi.json, https://developers.fathom.ai/swagger.json, https://developers.fathom.ai/api/openapi.json, https://developers.fathom.ai/.well-known/openapi.json)”

Issue scoped/least-privilege API credentials for an agentweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai/quickstart.md“Head to the API Access section of your User Settings and generate an API key.”
  • [claimed-docs] https://developers.fathom.ai/api-overview.md“All REST API resources are authenticated with API keys generated via the Fathom website's settings area.”
  • [claimed-docs] https://developers.fathom.ai“Building a **public OAuth app** (for other Fathom users to install)? [Start here](/oauth) instead.”
  • [claimed-docs] https://developers.fathom.ai/oauth.md“If you're developing a public app that you wish to integrate with Fathom, you should build it using OAuth.”
  • [claimed-docs] https://developers.fathom.ai/changelog.md“Added users and permissions endpoint.”
  • [claimed-docs] https://developers.fathom.ai/quickstart.md“Admins can access all users' shared meetings by configuring View permissions”

Build against official SDKsweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai“Use our Typescript or Python SDK.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“If you're using our SDK, you can use the verify_webhook helper. Simply call: Fathom.verifyWebhook(webhook_secret, request.headers, request.body)”
  • [probe] https://developers.fathom.ai/api-overview.md“PROBE runtime (recorded 2026-09-05): keyless GET to the documented REST base https://api.fathom.ai/external/v1/meetings returned HTTP 401 carrying the documented RateLimit-Limit/RateLimit-Remaining/RateLimit-Reset headers — the public API surface is live and matches developers.fathom.ai exactly.”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”

Subscribe to events via webhooksweight 2

2 (weight) × 9 (quality) × 1.0 (full) = 18.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai“Set up a webhook for your meetings.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Webhooks will send your meeting data (optionally including the summary, transcript, and action items) to a URL of your choice.”
  • [claimed-docs] https://developers.fathom.ai/api-reference/webhooks/create-a-webhook.md“Create a webhook to receive new meeting content. At least one of `include_transcript`, `include_crm_matches`, `include_summary`, or `include_action_items` must be true.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Each webhook request sent from Fathom includes a signature in the request headers, which you can use to confirm the authenticity of the payload.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“you can use the `verify_webhook` helper”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“If you're using our SDK, you can use the verify_webhook helper. Simply call: Fathom.verifyWebhook(webhook_secret, request.headers, request.body)”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Webhook verification helps ensure that incoming requests to your endpoint are from Fathom and haven't been altered.”
  • [probe] https://developers.fathom.ai/api-overview.md“PROBE runtime (recorded 2026-09-05): keyless GET to the documented REST base https://api.fathom.ai/external/v1/meetings returned HTTP 401 carrying the documented RateLimit-Limit/RateLimit-Remaining/RateLimit-Reset headers — the public API surface is live and matches developers.fathom.ai exactly.”

Agent-ready = 115.2 ÷ 190 × 100 = 60.6

API quality36.7/100×0.20 of the PA blend

The programmable surface once an agent is there — machine-readable spec, interactive docs, sandbox, versioning discipline.

Explore an interactive API reference with runnable examplesweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai/api-reference/recordings/get-transcript.md“If you send `destination_url`, the endpoint will behave in an asynchronous manner. If you do not send `destination_url`, the endpoint will return the data directly.”
  • [claimed-docs] https://developers.fathom.ai/api-reference/recordings/get-summary.md“Get summary ... Either the destination URL for where we'll POST the call summary, or the summary for the recording.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”
  • [probe] https://developers.fathom.ai/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.fathom.ai/openapi.json, https://developers.fathom.ai/swagger.json, https://developers.fathom.ai/api/openapi.json, https://developers.fathom.ai/.well-known/openapi.json)”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”

Download a machine-readable API spec (OpenAPI or equivalent)weight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”
  • [probe] https://developers.fathom.ai/llms.txt“PROBE llms.txt: HTTP 200 at https://developers.fathom.ai/llms.txt # Fathom API - [Introduction](https://developers.fathom.ai/index.md): Welcome to Fathom's API! 🚀 - [Quickstart](https:”
  • [claimed-docs] https://developers.fathom.ai/api-overview.md“All REST API resources are authenticated with API keys generated via the Fathom website's settings area.”

Test against a sandbox environment without touching production dataweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Rely on versioned APIs with a documented deprecation policyweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai/changelog.md“Added download recording endpoint.”
  • [claimed-docs] https://developers.fathom.ai/changelog.md“Added users and permissions endpoint.”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”

API quality = 22.0 ÷ 60 × 100 = 36.7

Openness24.0/100×0.20 of the PA blend

Can you leave, inspect, or self-host — data export, open source, portability.

Do everything through the API that I can do in the UIweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai/quickstart.md“List the 10 most recent meetings recorded by you or shared to your team.”
  • [claimed-docs] https://developers.fathom.ai/changelog.md“Added download recording endpoint.”
  • [claimed-docs] https://developers.fathom.ai/changelog.md“Added users and permissions endpoint.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Webhooks will send your meeting data (optionally including the summary, transcript, and action items) to a URL of your choice.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”
  • [probe] https://developers.fathom.ai/api-overview.md“PROBE runtime (recorded 2026-09-05): keyless GET to the documented REST base https://api.fathom.ai/external/v1/meetings returned HTTP 401 carrying the documented RateLimit-Limit/RateLimit-Remaining/RateLimit-Reset headers — the public API surface is live and matches developers.fathom.ai exactly.”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”
  • [claimed-docs] https://www.fathom.ai/pricing“CRM field sync, updating records after meetings automatically”
  • [claimed-docs] https://www.fathom.ai/pricing“Deal View summarizing insights”
  • [claimed-docs] https://www.fathom.ai/pricing“Coaching metrics & AI scorecards”
  • [claimed-docs] https://www.fathom.ai/pricing“SSO & SCIM provisioning”

Export all of my data in open formats and leaveweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

  • [claimed-docs] https://developers.fathom.ai/quickstart.md“List the 10 most recent meetings recorded by you or shared to your team.”
  • [claimed-docs] https://developers.fathom.ai/changelog.md“Added download recording endpoint.”
  • [claimed-docs] https://developers.fathom.ai/api-reference/recordings/get-transcript.md“If you send `destination_url`, the endpoint will behave in an asynchronous manner. If you do not send `destination_url`, the endpoint will return the data directly.”
  • [claimed-docs] https://developers.fathom.ai/api-reference/recordings/get-summary.md“Get summary ... Either the destination URL for where we'll POST the call summary, or the summary for the recording.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”

Read the product's source under an open licenseweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Self-host the core productweight 3

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Openness = 16.8 ÷ 70 × 100 = 24.0

Built-in AI38.4/100×0.15 of the PA blend

Inside-out: how agentic the product itself is for its users — built-in assistants, autonomous features.

Get AI-generated insights and suggestions from my data inside the productweight 2

2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max

  • [claimed-docs] https://www.fathom.ai/pricing“Deal View summarizing insights”
  • [claimed-docs] https://www.fathom.ai/pricing“Coaching metrics & AI scorecards”
  • [claimed-docs] https://www.fathom.ai/pricing“AI generated action items”
  • [claimed-docs] https://www.fathom.ai“AI summaries instantly available after your call”
  • [claimed-docs] https://www.fathom.ai“Your meeting data, now inside ChatGPT, Claude, and more”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Connect Fathom to any MCP-compatible tool using the server URL below, then authenticate to access your meeting data.”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Fathom now offers an official MCP (Model Context Protocol) server, allowing you to connect your Fathom meeting data to AI assistants like ChatGPT, Claude, and more.”
  • [probe] https://developers.fathom.ai/mcp-docs/index.md“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the official hosted MCP server https://api.fathom.ai/mcp returned HTTP 401 with `WWW-Authenticate: Bearer resource_metadata="https://api.fathom.ai/.well-known/oauth-protected-resource/mcp"` — the documented MCP endpoint (official Claude/ChatGPT connectors) is live and speaks the MCP OAuth flow.”

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai“Set up a webhook for your meetings.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Webhooks will send your meeting data (optionally including the summary, transcript, and action items) to a URL of your choice.”
  • [claimed-docs] https://developers.fathom.ai/api-reference/webhooks/create-a-webhook.md“Create a webhook to receive new meeting content. At least one of `include_transcript`, `include_crm_matches`, `include_summary`, or `include_action_items` must be true.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Each webhook request sent from Fathom includes a signature in the request headers, which you can use to confirm the authenticity of the payload.”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Fathom now offers an official MCP (Model Context Protocol) server, allowing you to connect your Fathom meeting data to AI assistants like ChatGPT, Claude, and more.”
  • [probe] https://developers.fathom.ai/mcp-docs/index.md“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the official hosted MCP server https://api.fathom.ai/mcp returned HTTP 401 with `WWW-Authenticate: Bearer resource_metadata="https://api.fathom.ai/.well-known/oauth-protected-resource/mcp"` — the documented MCP endpoint (official Claude/ChatGPT connectors) is live and speaks the MCP OAuth flow.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 3 (quality) × 0.6 (partial) = 5.4 of 30 max

  • [claimed-docs] https://www.fathom.ai/pricing“Conversational meeting assistant”
  • [claimed-docs] https://www.fathom.ai/pricing“AI generated action items”
  • [claimed-docs] https://www.fathom.ai“AI summaries instantly available after your call”

Operate the product with natural-language commandsweight 2

2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Fathom now offers an official MCP (Model Context Protocol) server, allowing you to connect your Fathom meeting data to AI assistants like ChatGPT, Claude, and more.”
  • [claimed-docs] https://www.fathom.ai“Your meeting data, now inside ChatGPT, Claude, and more”
  • [claimed-docs] https://www.fathom.ai/pricing“Conversational meeting assistant”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/claude.md“Fathom is available as an official connector in Claude”
  • [claimed-docs] https://developers.fathom.ai/mcp-docs/index.md“Connect Fathom to any MCP-compatible tool using the server URL below, then authenticate to access your meeting data.”
  • [probe] https://developers.fathom.ai/mcp-docs/index.md“PROBE runtime (recorded 2026-09-05): keyless JSON-RPC initialize POST to the official hosted MCP server https://api.fathom.ai/mcp returned HTTP 401 with `WWW-Authenticate: Bearer resource_metadata="https://api.fathom.ai/.well-known/oauth-protected-resource/mcp"` — the documented MCP endpoint (official Claude/ChatGPT connectors) is live and speaks the MCP OAuth flow.”

Built-in AI = 34.6 ÷ 90 × 100 = 38.4

Automation19.7/100×0.15 of the PA blend

Depth of automation primitives — rules, scheduling, bulk operations, webhooks.

Perform bulk operations across many items at onceweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

  • [claimed-docs] https://developers.fathom.ai/quickstart.md“List the 10 most recent meetings recorded by you or shared to your team.”
  • [claimed-docs] https://developers.fathom.ai/quickstart.md“Head to the API Access section of your User Settings and generate an API key... List the 10 most recent meetings recorded by you or shared to your team.”
  • [claimed-docs] https://developers.fathom.ai/sdks/index.md“Get started in minutes with our official SDKs. They handle authentication, pagination, error handling, and all the complex stuff so you can focus on building amazing integrations.”
  • [probe] https://developers.fathom.ai/api-overview.md“PROBE runtime (recorded 2026-09-05): keyless GET to the documented REST base https://api.fathom.ai/external/v1/meetings returned HTTP 401 carrying the documented RateLimit-Limit/RateLimit-Remaining/RateLimit-Reset headers — the public API surface is live and matches developers.fathom.ai exactly.”
  • [probe] https://developers.fathom.ai/api-reference/openapi.yaml“PROBE runtime (recorded 2026-09-05): Fathom publishes a machine-readable OpenAPI 3.1.1 spec ('Fathom External API', versioned 1.0.0) at https://developers.fathom.ai/api-reference/openapi.yaml — the exact URL its own llms.txt advertises — fetched keylessly.”

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 5 (quality) × 0.6 (partial) = 9.0 of 30 max

  • [claimed-docs] https://developers.fathom.ai“Set up a webhook for your meetings.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Webhooks will send your meeting data (optionally including the summary, transcript, and action items) to a URL of your choice.”
  • [claimed-docs] https://developers.fathom.ai/api-reference/webhooks/create-a-webhook.md“Create a webhook to receive new meeting content. At least one of `include_transcript`, `include_crm_matches`, `include_summary`, or `include_action_items` must be true.”
  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Each webhook request sent from Fathom includes a signature in the request headers, which you can use to confirm the authenticity of the payload.”
  • [claimed-docs] https://www.fathom.ai“Automatically monitor key topics so you never miss critical moments”
  • [claimed-docs] https://www.fathom.ai/pricing“CRM field sync, updating records after meetings automatically”

Schedule recurring jobs or workflowsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://developers.fathom.ai/webhooks.md“Webhooks will send your meeting data (optionally including the summary, transcript, and action items) to a URL of your choice.”
  • [claimed-docs] https://developers.fathom.ai/api-reference/webhooks/create-a-webhook.md“Create a webhook to receive new meeting content. At least one of `include_transcript`, `include_crm_matches`, `include_summary`, or `include_action_items` must be true.”
  • [claimed-docs] https://developers.fathom.ai“Set up a webhook for your meetings.”

Version, review, and roll back my automationsweight 1

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Automation = 13.8 ÷ 70 × 100 = 19.7