Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
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Search MCP servers return web or index results an agent can cite. Compare whether the server runs locally or calls a hosted API. Filtered to servers Windsurf can run. 4663 published MCP servers match this ranking that Windsurf can run. The highest trust scores right now are cli at 55, nyc311-mcp at 55, Popbill (세금계산서·알림톡) at 55. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best search MCP servers for Windsurf is not a paid placement.
Every server that matches this ranking, ordered by trust score.
Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
by pvliesdonk · Python
Generic markdown vault MCP with hybrid search
by felipebasurto · Python
Flight and hotel search for the terminal, Python, and AI assistants.
by tubeagentkit · JavaScript
YouTube transcripts, search, channel browsing, and playlists for AI agents via MCP.
by mason-levyy · Python
MCP server for MyFitnessPal: log, search, and analyze your food diary.
by infimium-ai · TypeScript
Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.
by adelpro · TypeScript
Quran Search Engine MCP for AI tools. Provides Quran search, Arabic normalization, and highlighting.
by cyanheads · TypeScript
Search the Met collection, browse by department or update date, fetch full records and CC0 images.
by cyanheads · TypeScript
Search US court opinions, federal dockets, judges, citations, and oral arguments via CourtListener.
by tarotoo-com · JavaScript
All 78 tarot card meanings (Rider-Waite-Smith): lookup, search, yes/no answers, and random draws.
by trackly-app · JavaScript
Search Thousands of jobs, Thousands of companies. MCP for Claude, ChatGPT, Codex and Cursor.
by dinglebear-ai · Rust
yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CLI.
by cyanheads · TypeScript
Search fossil occurrences, taxon ranges, diversity through deep time, and the geologic time scale.
by cyanheads · TypeScript
Search UNESCO World Heritage sites, intangible heritage, biosphere reserves, and Global Geoparks.
Unofficial read-only Taaghche: search Persian ebooks and audiobooks, compare prices, read reviews.
by novalux12 · TypeScript
Spotify Web API MCP: playback, library, playlists, search, podcasts. Not affiliated with Spotify.
by cyanheads · TypeScript
Search MusicBrainz artists, releases, works, labels; resolve ISRC/ISWC/barcode; fetch cover art.
by kefyusuf · TypeScript
Free web search and long-term memory for AI assistants. No API keys; data stays local.
by matematicsolutions · Python
US law MCP: bills, US Code, Federal Register, executive orders, case law (state+federal), eCFR
Google Search Console performance and the SEO fixes worth the most clicks, ranked for your sites.
by panstories · TypeScript
Real-time quotes, fuzzy search and K-line history across 13 global stock markets.
Private, local Bale bot for agents: read, search and answer messages, ask and wait, files.
by eduardoabreu81 · TypeScript
A repository wiki of Markdown pages anchored to real code: read, search, and verified writes.
by premagentic · C#
On-premises knowledge retrieval, with the rules you set enforced before anything is retrieved.