# Fund Momentum > Agentic fundraising intelligence: 1100+ tracked VC funds and 721 disclosed LPs over MCP - name: io.github.schneidavie/fund-momentum - version: 1.6.0 - connection class: R0 (autonomous) - trust: 94/100 - quality: 86/100 (good) - owner: not claimed - descriptor: https://api.protogrid.dev/v1/servers/io.github.schneidavie%2Ffund-momentum - tools: https://api.protogrid.dev/v1/servers/io.github.schneidavie%2Ffund-momentum/tools **An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe. ## Connection (mcpServers) ```json { "mcpServers": { "fund-momentum": { "type": "http", "url": "https://fundmomentum.vc/_api/mcp", "headers": { "X-API-Key": "${X_API_KEY}" } } } } ``` Placeholders to fill: `${X_API_KEY}`. ## Trust - hygiene: 100 - liveness: 100 - freshness: 100 - provenance: 80 - drivers: +repository +namespace-matches-repo +reachable +uptime-100% +updated-8d-ago - Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. ## Quality 86/100 (good) ### protocol: 75 (weight 25) - warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28 - n/a `protocol.stateless`: only applies to 2026-07-28 servers - pass `protocol.transport`: streamable HTTP - n/a `protocol.list_ttl`: only applies to 2026-07-28 servers ### 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`: 8 of 8 tools declare readOnlyHint or destructiveHint - pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint - pass `tools.token_cost`: about 3,155 tokens to load every tool - pass `tools.api_dump`: tools are not a one-to-one API dump ### stability: 75 (weight 15) - warn `stability.changes`: 12 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: 8, about 3,155 tokens to load them all - tool set hash: 2823e76281fd79bf490e0c1e2fc3243d - tools last changed: 2026-10-12T20:51:22.770Z - badge: [![protogrid quality](https://protogrid.dev/badge/io.github.schneidavie/fund-momentum.svg)](https://protogrid.dev/servers/io.github.schneidavie/fund-momentum) - Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. ### Tool changes - 2026-10-12 `get_changes` changed (description) - before: FOR STAYING CURRENT, not for discovery: return only the funds whose data changed since a given timestamp. COST: free, no API key required. With no key it reaches back at most 7 days; a free key widens that to 30 days, and a paid caller is not limited. A shortened window is declared as since_floor_applied, never silently truncated. Designed for cheap repeated polling: send the `next_since` AND the `etag` from your previous response, and an unchanged window answers with `unchanged: true` and no rows. Use this instead of re-running search_funds on a schedule. One call here replaces a full re-crawl. - after: FOR STAYING CURRENT, not for discovery: return only the funds whose data changed since a given timestamp. COST: free, no API key required. With no key it reaches back at most 7 days; a free key widens that to 30 days, and a paid caller is not limited. A shortened window is declared as since_floor_applied, never silently truncated. Designed for cheap repeated polling: send the `next_since` AND the `etag` from your previous response, and an unchanged window answers with `unchanged: true` and no rows. Each row has change_type created, signal_updated or close_updated; close_updated means Fund Momentum published a new first, interim or final close for that fund and carries a last_close block with type, date, size and source URL. Use this instead of re-running search_funds on a schedule. One call here replaces a full re-crawl. - 2026-10-12 `get_fund` changed (description) - before: THEN: get the detailed profile of one fund, using a slug returned by search_funds. COST: free, no API key required. Every response carries a `provenance` block stating where each field came from, when it was last verified, and how confident Fund Momentum is in it. Do not guess the slug from a fund's display name; it will usually be wrong and the call is wasted. A near-miss is resolved only when exactly one fund matches, and the result then carries `resolved_from`; a name matching several funds is listed, not guessed. - after: THEN: get the detailed profile of one fund, using a slug returned by search_funds. COST: free, no API key required. Every response carries a `provenance` block stating where each field came from (including per-field sources), when it was last verified, and how confident Fund Momentum is in it, plus a `last_close` block (close type, date, amount and currency as stated, source URL) when Fund Momentum has covered a close of this fund. Do not guess the slug from a fund's display name; it will usually be wrong and the call is wasted. A near-miss is resolved only when exactly one fund matches, and the result then carries `resolved_from`; a name matching several funds is listed, not guessed. - 2026-10-12 `search_funds` changed (description, inputSchema) - before: START HERE for any question about funds. Search actively deploying venture capital funds by stage, country and industry. COST: free, and it works with no API key at all. Returns name, slug, country, stage, fund size, industries and a durable profile URL. The `slug` in each result is what every other tool takes as input, so run this first and copy the slug rather than constructing one from a fund's name. - after: START HERE for any question about funds. Search actively deploying venture capital funds by stage, country, industry and recent closes. COST: free, and it works with no API key at all. Returns name, slug, country, stage, fund size, industries, the latest published close (lastCloseDate, lastCloseType) and a durable profile URL. For 'which funds just closed', pass closed_since: results then come newest close first. The `slug` in each result is what every other tool takes as input, so run this first and copy the slug rather than constructing one from a fund's name. - 2026-10-12 `search_funds` changed (inputSchema) - 2026-10-11 `search_funds` changed (inputSchema) - 2026-10-02 `get_fund` changed (description) - before: THEN: get the detailed profile of one fund, using a slug returned by search_funds. COST: free, no API key required. Every response carries a `provenance` block stating where each field came from, when it was last verified, and how confident Fund Momentum is in it. Do not guess the slug from a fund's display name; it will usually be wrong and the call is wasted. - after: THEN: get the detailed profile of one fund, using a slug returned by search_funds. COST: free, no API key required. Every response carries a `provenance` block stating where each field came from, when it was last verified, and how confident Fund Momentum is in it. Do not guess the slug from a fund's display name; it will usually be wrong and the call is wasted. A near-miss is resolved only when exactly one fund matches, and the result then carries `resolved_from`; a name matching several funds is listed, not guessed. - 2026-09-29 `match_startup` changed (description) - before: ALTERNATIVE ENTRY POINT when you do not know what to search for. Describe a startup in plain language and receive the top 10 matching funds, each with a slug, a reason and a score. Use this instead of search_funds when the brief is qualitative ('climate hardware, pre-seed, Europe') rather than a filter. Slower than the other tools, three to ten seconds, because it reasons over the whole database: allow for that before you time out and retry. COST: included in Pro, or €0.25 per call over MPP if you have no key. - after: ALTERNATIVE ENTRY POINT when you do not know what to search for. Describe a startup in plain language and receive the top 10 matching funds, each with a slug, a reason and a score. Use this instead of search_funds when the brief is qualitative ('climate hardware, pre-seed, Europe') rather than a filter. Slower than the other tools, three to ten seconds, because it reasons over every tracked fund: allow for that before you time out and retry. COST: included in Pro, or €0.25 per call over MPP if you have no key. - 2026-09-28 `search_lps` changed (description, inputSchema) - before: THEN, for LP Radar subscribers: return limited partner records (name, slug, LP type, HQ country and city, geographic focus, website, emerging-manager backing, verified flag) filtered by country and LP type, at most 25 per call. Requires LP Radar (EUR 199 per month or EUR 1,499 per year, https://fundmomentum.vc/lp-radar). Not available per call, on agent credits or on the keyless trial. Unlimited calls for subscribers. Use check_lp_coverage first — it is free and tells you whether the dataset covers your geography and LP type before you pay anything. Send the API key of the account that holds LP Radar. A caller without it gets error_reason "lp_access_required" together with the coverage count for its filters, never a payment challenge. website is null when no website is on record; it is never omitted. - after: THEN, for LP Radar subscribers: return limited partner records (name, slug, LP type, HQ country and city, geographic focus, website, emerging-manager backing, verified flag) filtered by country, LP type and emerging-manager backing, at most 25 per call. Set backs_emerging_managers=true to see only LPs that have already backed a first or second fund — for a first-time manager that is usually the only filter that matters. Requires LP Radar (EUR 199 per month or EUR 1,499 per year, https://fundmomentum.vc/lp-radar). Not available per call, on agent credits or on the keyless trial. Unlimited calls for subscribers. Use check_lp_coverage first — it is free and tells you whether the dataset covers your geography and LP type before you pay anything. Send the API key of the account that holds LP Radar. A caller without it gets error_reason "lp_access_required" together with the coverage count for its filters, never a payment challenge. website is null when no website is on record; it is never omitted. - 2026-09-28 `get_changes` changed (description) - before: FOR STAYING CURRENT, not for discovery: return only the funds whose data changed since a given timestamp. COST: free, API key required. Designed for cheap repeated polling: send the `next_since` AND the `etag` from your previous response, and an unchanged window answers with `unchanged: true` and no rows. Use this instead of re-running search_funds on a schedule. One call here replaces a full re-crawl. - after: FOR STAYING CURRENT, not for discovery: return only the funds whose data changed since a given timestamp. COST: free, no API key required. With no key it reaches back at most 7 days; a free key widens that to 30 days, and a paid caller is not limited. A shortened window is declared as since_floor_applied, never silently truncated. Designed for cheap repeated polling: send the `next_since` AND the `etag` from your previous response, and an unchanged window answers with `unchanged: true` and no rows. Use this instead of re-running search_funds on a schedule. One call here replaces a full re-crawl. - 2026-09-27 `search_lps` added - THEN, for LP Radar subscribers: return limited partner records (name, slug, LP type, HQ country and city, geographic focus, website, emerging-manager backing, verified flag) filtered by country and LP type, at most 25 per call. Requires LP Radar (EUR 199 per month or EUR 1,499 per year, https://fundmomentum.vc/lp-radar). Not available per call, on agent credits or on the keyless trial. Unlimited calls for subscribers. Use check_lp_coverage first — it is free and tells you whether the dataset covers your geography and LP type before you pay anything. Send the API key of the account that holds LP Radar. A caller without it gets error_reason "lp_access_required" together with the coverage count for its filters, never a payment challenge. website is null when no website is on record; it is never omitted. Full history: https://api.protogrid.dev/v1/servers/io.github.schneidavie%2Ffund-momentum/changes ## Remotes - https://fundmomentum.vc/_api/mcp (streamable-http, auth none, reachable true, uptime30d 1) ## Packages _none_ ## Tools (8) - `check_lp_coverage`: START HERE for any question about limited partners (LPs). Answers "does Fund Momentum cover my geography and LP type" with COUNTS ONLY: how many disclosed LPs match, and how many of those have backed emerging managers. It never returns a name, slug, website or commitment. COST: free, works with no API key at all (counts against the keyless daily allowance), and is never billed to agent credits or a monthly quota. Counts below 5 are reported as "<5" and zero as "none". Call this before search_lps to find out whether LP Radar covers what you need. - `get_changes`: FOR STAYING CURRENT, not for discovery: return only the funds whose data changed since a given timestamp. COST: free, no API key required. With no key it reaches back at most 7 days; a free key widens that to 30 days, and a paid caller is not limited. A shortened window is declared as since_floor_applied, never silently truncated. Designed for cheap repeated polling: send the `next_since` AND the `etag` from your previous response, and an unchanged window answers with `unchanged: true` and no rows. Each row has change_type created, signal_updated or close_updated; close_updated means Fund Momentum published a new first, interim or final close for that fund and carries a last_close block with type, date, size and source URL. Use this instead of re-running search_funds on a schedule. One call here replaces a full re-crawl. - `get_fund`: THEN: get the detailed profile of one fund, using a slug returned by search_funds. COST: free, no API key required. Every response carries a `provenance` block stating where each field came from (including per-field sources), when it was last verified, and how confident Fund Momentum is in it, plus a `last_close` block (close type, date, amount and currency as stated, source URL) when Fund Momentum has covered a close of this fund. Do not guess the slug from a fund's display name; it will usually be wrong and the call is wasted. A near-miss is resolved only when exactly one fund matches, and the result then carries `resolved_from`; a name matching several funds is listed, not guessed. - `get_fund_signals`: DRILL DOWN on a fund you already identified with search_funds or get_fund. Returns investor signals: GP thesis, bullish and contrarian signals, founder dos and don'ts, deployment status and source URLs. This is the tool to use before writing an outreach message to a specific fund. COST: included in Pro, or €0.10 per call over MPP if you have no key. Roughly 96% of funds carry signals; the rest return not_found BEFORE any payment is taken, so a wrong slug is never charged for. - `get_gp_profile`: DRILL DOWN to the people: General Partner profiles for a fund you already identified. Use this when the question is who to approach and what they personally focus on, rather than what the fund does. COST: included in Pro, or €0.10 per call over MPP if you have no key. A fund with no published GP data returns not_found before any payment. Requires a slug from search_funds. - `match_startup`: ALTERNATIVE ENTRY POINT when you do not know what to search for. Describe a startup in plain language and receive the top 10 matching funds, each with a slug, a reason and a score. Use this instead of search_funds when the brief is qualitative ('climate hardware, pre-seed, Europe') rather than a filter. Slower than the other tools, three to ten seconds, because it reasons over every tracked fund: allow for that before you time out and retry. COST: included in Pro, or €0.25 per call over MPP if you have no key. - `search_funds`: START HERE for any question about funds. Search actively deploying venture capital funds by stage, country, industry and recent closes. COST: free, and it works with no API key at all. Returns name, slug, country, stage, fund size, industries, the latest published close (lastCloseDate, lastCloseType) and a durable profile URL. For 'which funds just closed', pass closed_since: results then come newest close first. The `slug` in each result is what every other tool takes as input, so run this first and copy the slug rather than constructing one from a fund's name. - `search_lps`: THEN, for LP Radar subscribers: return limited partner records (name, slug, LP type, HQ country and city, geographic focus, website, emerging-manager backing, verified flag) filtered by country, LP type and emerging-manager backing, at most 25 per call. Set backs_emerging_managers=true to see only LPs that have already backed a first or second fund — for a first-time manager that is usually the only filter that matters. Requires LP Radar (EUR 199 per month or EUR 1,499 per year, https://fundmomentum.vc/lp-radar). Not available per call, on agent credits or on the keyless trial. Unlimited calls for subscribers. Use check_lp_coverage first — it is free and tells you whether the dataset covers your geography and LP type before you pay anything. Send the API key of the account that holds LP Radar. A caller without it gets error_reason "lp_access_required" together with the coverage count for its filters, never a payment challenge. website is null when no website is on record; it is never omitted.