Best search MCP servers for Windsurf

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

Live UK marketplace product search with real prices and buy links.

List, search, download and upload files in a NAVER MYBOX (네이버 마이박스) cloud drive.

Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads

Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation

Agent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.

Full-cycle SEO automation for AI agents: technical audits, SEO articles, machine-readable pricing.

50Trust score 50 of 100, Fair

Search, read & publish paid essays. Pay-per-read in USDC on Base (x402); wallet-only, no account.

Local document search over your folders: hybrid keyword+semantic, fully offline, read-only

Search jobs and companies on Job Seek (jseek.co)

Find real UGC creators in the DACH region: profiles, pricing, reach, outreach. No API key.

Search five paid x402 government-data APIs (IRS, FDA, SSA, HCAD); full records paid over x402.

Auditable deep-research MCP server powered by TinyFish Search and Fetch.

bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents + search.

Session checkpoint & recovery for Claude Code: resume, search, tag, and export recorded sessions.

Local-first SCIP code navigation and Zoekt search over your own indexed repositories

AI-native Microsoft Teams integration — read chats, send messages, search people

Simlir MCP server for semantic product search, visual search, and exact product lookup.

Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.

MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.

49Trust score 49 of 100, Fair

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Search, read, annotate, and add to your Zotero research library, local or web.

49Trust score 49 of 100, Fair

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.