Search scholarly works and resolve DOIs through Crossref. No key required.
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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. 4524 published MCP servers match this ranking that Windsurf can run. The highest trust scores right now are Turbo Quant Memory at 68, sqlite-graph-memory at 68, gsc at 68. 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.
Search scholarly works and resolve DOIs through Crossref. No key required.
Fail-closed academic research server: search, full text, citations across open scholarly APIs.
Self-hosted Markdown memory for AI agents: notes you can read and edit, with hybrid search.
Academic search from CORE. No key required.
Search cocktail recipes by name or ingredient from TheCocktailDB. No key required.
Unknown author
Long-term memory for AI assistants: search, read and save your notes, links and documents.
Real-time financial news & regulatory intelligence: cited search, fetch, summaries, collections.
Read, search, compose, and send emails via Apple Mail on macOS.
Search Cookwala recipes by diet, allergen, method and language; dry-run them safely. Read-only.
Keyword metrics and modeled AI search demand as JSON. Approved x402 calls in USDC on Base.
Local-first semantic code search across all your repos. Private context for AI coding assistants.
Verified, local-first retrieval over pinned Knolo Knowledge Images.

Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
Unofficial MCP server for the DeepSeek Search & Fetch API: web search and page-to-Markdown.
Search and download free stock images from Pexels, Unsplash, and Pixabay.
Search books and fetch volume details from the Google Books API. No key required.
Unknown author
Google search for agents: web, news, images, places, shopping, Scholar. Paid per call over x402.
Run any Relay model (image, video, audio, LLM), poll tasks, upload files and search Relay's docs.
Local Markdown search, navigation and editing via MCP, with optional vector embeddings.
Search Japanese Diet bills and meeting transcripts (NDL Kokkai API) with source attribution.
Bible in one place: verse references, phrase search, and full KJV chapters. No key required.
Search, read and compare Hacker News "Who is hiring?" job posts as typed data. Read-only.
Recommendations, search, catalogue, analytics, and platform admin tools for NeuronSearchLab
Connect AI assistants to openLCA. 35 tools for database search, model building, and LCIA.