Persistent searchable memory for AI agents — save/get/search across sessions, tags.
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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. 4671 published MCP servers match this ranking that Windsurf can run. The highest trust scores right now are SEOAsist at 55, ISMS Directory at 55, cuemap-mcp 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.
Persistent searchable memory for AI agents — save/get/search across sessions, tags.
eBay Browse API MCP server — buy-side listing search and price intelligence.
Recall, check, search, timeline, and graph tools for fiction writers via Seizn Memory v3.
Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.
Connect your AI assistant to email — read, search, send, and organise via IMAP/SMTP.
RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.
Search technical manuals for T&M, industrial automation, and power electronics equipment.
Search remote and local jobs, browse companies, apply and track status. OAuth to apply.
E-commerce marketplace: search products, order, track shipments. 50+ countries.
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.
Search NOAA CDO stations and datasets, fetch historical weather observations.
License-first federated image search with attribution, dimensions, and download tooling.
Search and fetch 100+ Hermes Agent tools, skills, plugins, and integrations from hermesatlas.com.
Search and install 3,000+ AI skills from getskillsai.org into Claude Code, Cursor, ChatGPT.
SEC EDGAR filings (10-K, 10-Q, 8-K), XBRL financials, and full-text filing search. No API key.
MCP GeoData Placefinder: search places, reverse geocode, and find nearby locations.
Forward and reverse geocoding, place search, and distance via OpenStreetMap Nominatim. No key.
MCP server for the Émile wine cellar — list, add, recommend, scan and search 100k+ wines.
{GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real estate. Moat-safe.
Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie.
Search global job categories, real crawled salary benchmarks and country job markets. No auth.