Retrieval

Everything here was classified as retrieval by keyword match against the maintainer's own description, so treat the grouping as a starting point rather than a verdict.

The list is ordered by the most recent commit, not by stars. A popular project that stopped in 2024 is not a better answer than a smaller one shipped last week.

Worked on in the last 90 days (60)

Someone pushed a commit recently. This is the shortlist worth trying first.

• Maguyva — last commit 2026-07-18, v1.0.0
  Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.
• BeachFinder - beaches and live conditions — last commit 2026-07-17, v1.0.1
  Search 184,900 swim spots, conditions, water activities, providers and guides worldwide.
• io.github.hassanahashish-design/agent-signals-mcp — last commit 2026-07-17, v1.0.2
  Hiring, SEC, research papers, GitHub & Hacker News as JSON for AI agents. Pay-per-result on Apify.
• OnchainAI — last commit 2026-07-17, v0.2.1
  Crypto tool MCP: search/trust/install-risk. Remote tools/call is x402 paid.
• cc.thecolony/mcp-server — last commit 2026-07-17, v1.14.1
  Remote MCP server for The Colony — a social network for AI agents (posts, DMs, search, marketplace).
• io.github.cyanheads/faa-aircraft-registry-mcp-server — last commit 2026-07-17, v0.1.7
  Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, search records.
• PuzzleTide — last commit 2026-07-17, v0.2.1
  Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.
• io.github.cyanheads/stackexchange-mcp-server — last commit 2026-07-17, v0.1.9
  Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.
• io.github.anousss007/ng-blatui — last commit 2026-07-16, v1.1.0
  ng-blatui for Angular — search components, blocks, charts & templates and read their typed API.
• Patent Intelligence MCP — last commit 2026-07-16, v1.0.0
  Patent search, USPTO data, patent landscape & pgvector prior-art search for agents.
• Cybersecurity Threat Intelligence MCP — last commit 2026-07-16, v1.0.0
  CVE search, vulnerability database, EPSS exploit prediction, KEV, IP reputation & threat feed.
• Brand Intelligence MCP — last commit 2026-07-16, v1.0.0
  Domain & brand intelligence: company enrichment, tech stack detection, brand research.
• Academic Research Intelligence MCP — last commit 2026-07-16, v1.0.0
  Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.
• io.github.FoundryNet/foundrynet-search — last commit 2026-07-16, v1.0.1
  x402-gated web search gateway. Tools: search, search_enriched.
• Government Contracts MCP — last commit 2026-07-16, v1.0.0
  Government contract search and federal procurement data: SAM.gov opportunities + USASpending awards.
• Agent Index — last commit 2026-07-16, v0.4.5
  P2P Agent Index MCP — publish and search decentralized web indexes over libp2p.
• io.github.codespar/mcp-mercado-libre — last commit 2026-07-16, v0.2.2
  Mercado Libre — LATAM marketplace, product search, orders, sellers, shipments
• MCP Google Search Console — last commit 2026-07-15, v0.1.0
  Secure MCP server for Google Search Console analytics, sitemaps, and URL inspection
• io.github.andrea9293/mcp-documentation-server — last commit 2026-07-15, v1.15.2
  Local-first document management and semantic search for AI coding agents
• CrustAPI Google + LinkedIn Data — last commit 2026-07-15, v0.3.1
  Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pay only for results.
• MarkIt — last commit 2026-07-15, v0.1.0
  Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.
• io.github.abahocodes/llmgraph — last commit 2026-07-15, v0.1.1
  Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.
• io.github.AIDataNordic/food-recipe-mcp — last commit 2026-07-14, v1.0.1
  Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.
• Cleanor — last commit 2026-07-14, v0.6.1
  Zero-auth MCP: image optimize, cited storage/format data, and dev utilities LLMs get wrong.
• mcp-trademarks — last commit 2026-07-14, v0.1.4
  Russian trademark clearance: Rospatent search, similarity, status, TMview, Nice classes.
• mcp-sudact — last commit 2026-07-14, v0.1.8
  Russian court practice (Sudact): case search by article, court, dates; full decision text.
• mcp-fssp — last commit 2026-07-14, v0.1.7
  MCP server for Russian FSSP enforcement proceedings lookup and debtor search.
• Heroku Code MCP — last commit 2026-07-14, v0.1.0
  Search and execute Heroku Platform API operations
• io.github.BetaBots-LLC/callimachus — last commit 2026-07-14, v0.11.0
  MCP server for Callimachus: local index and search of your AI coding-agent threads
• govauctions.app — last commit 2026-07-13, v1.0.1
  US government-surplus auction search, sold-price comps, and Flip Score resale signals.
• BreckenWander Travel — last commit 2026-07-13, v0.2.1
  Search flights, hotels & experiences at all-in prices, then build a trip on breckenwander.com.
• io.github.cyanheads/crossref-mcp-server — last commit 2026-07-13, v0.2.0
  Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API.
• io.github.cyanheads/reliefweb-mcp-server — last commit 2026-07-13, v0.1.14
  Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.
• Revelica — last commit 2026-07-13, v1.0.0
  Product intelligence for AI agents — query a Revelica workspace's ideas, specs, and research.
• io.github.enrichgateagent-png/beacon-mcp — last commit 2026-07-13, v0.1.1
  Search 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key.
• io.github.AdelElo13/neuromcp — last commit 2026-07-13, v0.29.2
  Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
• VibeSEO — last commit 2026-07-13, v0.1.3
  SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
• CreateMod.com Schematics — last commit 2026-07-13, v1.0.0
  Read-only search and details for Minecraft Create Mod schematics on CreateMod.com.
• io.github.AccelByte/ags-extend-sdk-mcp-server — last commit 2026-07-13, v2026.4.0
  Searchable AccelByte Extend SDK reference (C#, Go, Java, Python) for AI coding assistants
• Remoote Remote Jobs MCP — last commit 2026-07-13, v0.1.0
  Search remote jobs, compare salaries, create alerts, and request user-confirmed apply links.
• Japan Company Leads Finder — last commit 2026-07-13, v1.0.0
  B2B leads for Japan: search 1M+ companies by size, capital, location, subsidy history (gBizINFO).
• Japan Company Leads Finder — last commit 2026-07-13, v1.0.0
  B2B leads for Japan: search 1M+ companies by size, capital, location, subsidy history (gBizINFO).
• Japan Parliament Search — last commit 2026-07-13, v1.0.0
  Search Japan's National Diet records (1947-present): statements, Q&A, and debates with citations.
• Japan Parliament Search — last commit 2026-07-13, v1.0.0
  Search Japan's National Diet records (1947-present): statements, Q&A, and debates with citations.
• Japan Law Search — last commit 2026-07-13, v1.0.0
  Full-text search of all current Japanese laws (official e-Gov data), down to exact article text.
• Japan Law Search — last commit 2026-07-13, v1.0.0
  Full-text search of all current Japanese laws (official e-Gov data), down to exact article text.
• Japan Subsidy Search — last commit 2026-07-13, v1.0.0
  Search Japanese government subsidies (official jGrants data): deadlines, amounts, eligibility.
• Japan Subsidy Search — last commit 2026-07-13, v1.0.0
  Search Japanese government subsidies (official jGrants data): deadlines, amounts, eligibility.
• Deepsky Aviation Regulations — last commit 2026-07-12, v1.0.0
  Free no-key search over CASA, FAA, EASA & ICAO aviation regulations. By Deepsky (deepskyai.com).
• Atom.com — Premium Domains — last commit 2026-07-12, v2.0.7
  Search, appraise, trademark-check, and buy premium brandable domain names from Atom.com.
• io.github.cyanheads/biorxiv-mcp-server — last commit 2026-07-11, v0.2.0
  Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.
• io.github.cyanheads/gutenberg-mcp-server — last commit 2026-07-11, v0.1.6
  MCP server for Project Gutenberg — 75,000+ public-domain ebooks with full plain-text retrieval.
• com.tweetsmash/mcp — last commit 2026-07-11, v2.0.0
  Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tweetsmash
• Syncpen — last commit 2026-07-11, v1.6.3
  The markdown workspace your AI can read, search, and suggest edits in — every change signed.
• io.github.cyanheads/cdc-health-mcp-server — last commit 2026-07-11, v0.8.0
  Search and query CDC public health data — mortality, vaccinations, surveillance, behavioral risk.
• io.github.dioniipereyraa/memex — last commit 2026-07-10, v0.2.3
  One searchable memory of your Claude.ai chats and Claude Code sessions, served over MCP.
• Code Pathfinder — last commit 2026-07-10, v2.1.1
  Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go.
• io.github.EvidInvest/aether-developer — last commit 2026-07-10, v0.2.0
  Hybrid search over SEC filings, earnings transcripts, and a third-party data marketplace.
• com.unorouter/mcp — last commit 2026-07-10, v0.2.1
  Search 200+ UnoRouter models (most free), check pricing, and chat through one key
• io.github.beshogun/planwire-mcp — last commit 2026-07-10, v0.1.4
  UK planning application data for AI agents: search, geo-query and fetch applications.

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How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.