# Bro Find AI > Search a curated directory of AI tools, AI agents and MCP servers by task, pricing and platform. - name: com.brofindai/brofindai - version: 1.0.0 - connection class: R0 (autonomous) - trust: 82/100 flags: no-repository - quality: 73/100 (needs work) - owner: not claimed - descriptor: https://api.protogrid.dev/v1/servers/com.brofindai%2Fbrofindai - tools: https://api.protogrid.dev/v1/servers/com.brofindai%2Fbrofindai/tools **An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe. ## Connection (mcpServers) ```json { "mcpServers": { "brofindai": { "type": "http", "url": "https://brofindai.com/api/mcp" } } } ``` ## Trust - hygiene: 80 - liveness: 98 - freshness: 100 - provenance: 55 - drivers: +dns-namespace +website +reachable +uptime-96% +updated-24d-ago -no-repository - Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. ## Quality 73/100 (needs work) ### protocol: 75 (weight 25) - warn `protocol.modern`: newest supported version is 2024-11-05; 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: 71 (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 - fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones - fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_tool_details (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_mcp_servers (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_categories (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); … - pass `tools.token_cost`: about 676 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`: 11 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: 5, about 676 tokens to load them all - tool set hash: cb61f593d4637597f83fc3b546bec0b9 - tools last changed: 2026-10-20T09:57:45.085Z - badge: [![protogrid quality](https://protogrid.dev/badge/com.brofindai/brofindai.svg)](https://protogrid.dev/servers/com.brofindai/brofindai) - Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. ### Tool changes - 2026-10-20 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 810+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 830+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-19 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 800+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 810+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-17 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 790+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 800+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-16 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 780+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 790+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-15 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 770+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 780+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-13 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 760+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 770+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-11 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 750+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 760+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-08 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 740+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 750+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-08 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 720+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 740+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - 2026-10-07 `search_ai_tools` changed (description) - before: Search the BroFindAI directory of 710+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. - after: Search the BroFindAI directory of 720+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata. Full history: https://api.protogrid.dev/v1/servers/com.brofindai%2Fbrofindai/changes ## Remotes - https://brofindai.com/api/mcp (streamable-http, auth none, reachable true, uptime30d 0.9574468) ## Packages _none_ ## Tools (5) - `get_tool_details`: Get full details of a specific AI tool by its slug identifier (e.g. 'chatgpt', 'midjourney'). Returns name, description, URL, category, pricing, votes, and metadata. - `list_categories`: List all AI tool categories in the BroFindAI directory with the number of tools in each category. - `list_mcp_servers`: Browse the BroFindAI MCP (Model Context Protocol) servers directory. Filter by category or search by keyword. - `list_tags`: List every tag and platform in use across the directory with tool counts, plus how many tools have a known/unknown API and open-source status. Call this to discover valid filter values for search_ai_tools. - `search_ai_tools`: Search the BroFindAI directory of 830+ AI tools by keyword, category, pricing, platform, tags, API availability, or open-source status. Returns matching tools with full structured metadata.