# FounderBrain > See how a founder came across in a pitch or investor call, compared with 773 founder interviews. - name: com.thinkreasonlearn/founderbrain - version: 0.1.0 - connection class: R0 (autonomous) - trust: 83/100 flags: no-repository - quality: 96/100 (strong) - owner: not claimed - descriptor: https://api.protogrid.dev/v1/servers/com.thinkreasonlearn%2Ffounderbrain - tools: https://api.protogrid.dev/v1/servers/com.thinkreasonlearn%2Ffounderbrain/tools **An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe. ## Connection (mcpServers) ```json { "mcpServers": { "founderbrain": { "type": "http", "url": "https://mcp.thinkreasonlearn.com/mcp" } } } ``` ## Trust - hygiene: 80 - liveness: 100 - freshness: 100 - provenance: 55 - drivers: +dns-namespace +website +reachable +uptime-100% +updated-20d-ago -no-repository - Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. ## Quality 96/100 (strong) ### protocol: 88 (weight 25) - pass `protocol.modern`: supports 2026-07-28 (server/discover) - pass `protocol.stateless`: answers without a session - pass `protocol.transport`: streamable HTTP - warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use ### authorization: n/a (weight 15) - n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth - n/a `auth.secret_in_url`: no templated URL ### tool hygiene: 100 (weight 30) - pass `tools.descriptions`: every tool has a description - pass `tools.description_length`: descriptions are concise - pass `tools.schemas`: every tool has an object input schema - pass `tools.annotations`: 3 of 3 tools declare readOnlyHint or destructiveHint - pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint - pass `tools.token_cost`: about 741 tokens to load every tool - pass `tools.api_dump`: tools are not a one-to-one API dump ### stability: 100 (weight 15) - pass `stability.changes`: 5 tool changes in 30 days - pass `stability.rug_pull`: no tool changed its meaning under the same name ### dependencies: n/a (weight 15) - n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package - tools: 3, about 741 tokens to load them all - tool set hash: 7f9d39a3441353a0ee7667b2b19c39d6 - tools last changed: 2026-10-19T12:49:20.453Z - badge: [![protogrid quality](https://protogrid.dev/badge/com.thinkreasonlearn/founderbrain.svg)](https://protogrid.dev/servers/com.thinkreasonlearn/founderbrain) - Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. ### Tool changes - 2026-10-19 `check_transcript` changed (description) - before: List the speakers in a meeting transcript and how many words each said, without scoring anything. transcript: the whole text, one speaker turn per line ("Name: words"). - after: List the speakers in a meeting transcript and how many words each said, without scoring anything. transcript: the whole text, one speaker turn per line ("Name: words"). If it is in an attached file, read the whole file and send all of it, never a preview or an excerpt. - 2026-10-19 `analyse_transcript` changed (description, outputSchema) - before: Compare one speaker in a meeting transcript with public founder and operator interviews and return the report as data: speaking type, style positions, similar well-known people, standout habits and takeaways. transcript: the whole text, one speaker turn per line ("Name: words"). speaker: one speaker label as it appears in the text. name: the person's name when the label is generic (Me, Them, Speaker 2), or "You" when the speaker is the user; required for a generic label other than Me. role: "answering" when they were pitching or answering questions, "asking" when they mostly asked them. Needs at least 300 words from the speaker and at most 15,000 words in all; usually takes under a minute, up to about two minutes when the service is starting up. Clients that support MCP Apps also show the visual report. - after: Compare one speaker in a meeting transcript with public founder and operator interviews and return the report as data: speaking type, style positions, similar well-known people, standout habits and takeaways. transcript: the whole text, one speaker turn per line ("Name: words"). If it is in an attached file, read the whole file and send all of it, never a preview or an excerpt. speaker: one speaker label as it appears in the text. name: the person's name when the label is generic (Me, Them, Speaker 2), or "You" when the speaker is the user; required for a generic label other than Me. role: "answering" when they were pitching or answering questions, "asking" when they mostly asked them. Needs at least 300 words from the speaker and at most 15,000 words in all; usually takes under a minute, up to about two minutes when the service is starting up. Clients that support MCP Apps also show the visual report. - 2026-10-06 `check_transcript` changed (annotations) - 2026-10-06 `open_in_terminal` added - Returns a curl command that uploads a local transcript file (.docx, .txt, .md or .vtt) to FounderBrain for analysis, for clients that run commands on the user's own computer, such as Claude Code and Codex. path: the file's full local path. speaker, name and role: the speaker label to analyse, the person's name when the label is generic, and "answering" or "asking". Without a speaker the command only lists the speakers and their word counts. - 2026-10-06 `analyse_transcript` changed (annotations) Full history: https://api.protogrid.dev/v1/servers/com.thinkreasonlearn%2Ffounderbrain/changes ## Remotes - https://mcp.thinkreasonlearn.com/mcp (streamable-http, auth none, reachable true, uptime30d 1) ## Packages _none_ ## Tools (3) - `analyse_transcript`: Compare one speaker in a meeting transcript with public founder and operator interviews and return the report as data: speaking type, style positions, similar well-known people, standout habits and takeaways. transcript: the whole text, one speaker turn per line ("Name: words"). If it is in an attached file, read the whole file and send all of it, never a preview or an excerpt. speaker: one speaker label as it appears in the text. name: the person's name when the label is generic (Me, Them, Speaker 2), or "You" when the speaker is the user; required for a generic label other than Me. role: "answering" when they were pitching or answering questions, "asking" when they mostly asked them. Needs at least 300 words from the speaker and at most 15,000 words in all; usually takes under a minute, up to about two minutes when the service is starting up. Clients that support MCP Apps also show the visual report. - `check_transcript`: List the speakers in a meeting transcript and how many words each said, without scoring anything. transcript: the whole text, one speaker turn per line ("Name: words"). If it is in an attached file, read the whole file and send all of it, never a preview or an excerpt. - `open_in_terminal`: Returns a curl command that uploads a local transcript file (.docx, .txt, .md or .vtt) to FounderBrain for analysis, for clients that run commands on the user's own computer, such as Claude Code and Codex. path: the file's full local path. speaker, name and role: the speaker label to analyse, the person's name when the label is generic, and "answering" or "asking". Without a speaker the command only lists the speakers and their word counts.