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.

Listed, not yet verified by us (60)

Published to the registry, but we have not yet checked its repository. Treat the entry as the maintainer’s claim only.

io.github.linkedmash/linkedmash — v1.0.0
LinkedIn saved posts MCP server: search saves, draft, schedule, publish, and analyze content.
Fossick — v0.1.4
Search all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.
io.github.litheonhq/author-mcp-server — v0.1.1
Recall, check, search, timeline, and graph tools for fiction writers via Seizn Memory v3.
Veragent — v0.1.1
Check the trust/security score of MCP servers, agents, skills & CLIs before you install them.
io.github.lj22503/invest-brain — v0.1.1
A-share investment research: quotes, financials, behavior patterns, and trading journals.
io.github.ljdigital/au-bizintel-mcp — v0.3.0
Australian business intelligence MCP — ABN lookup, business search & AI prospect assessment via ABR.
io.github.llmops-pro/l402-search-mcp — v0.1.0
No-KYC web search for AI agents, paid per query in Lightning sats (L402). Holds no keys.
ATEX AI Gateway — v4.3.0
One API key for 6 AI models. Pay-per-use. MCP protocol support with web search.
io.github.lo-nau/localgym-mcp-server — v0.1.2
Read-only MCP server for UK gym search using the LocalGym Agent API.
io.github.loaditoutadmin/loaditout — v0.2.4
Search and install 20,000+ security-graded MCP servers and agent skills.
LocalSynapse - Local File Search MCP Server — v2.1.0
Offline AI-powered local file search. BM25 + semantic hybrid search across all documents.
Syftly — v0.1.0
Ranks the best AI tool or API per task: transcription, TTS, web search, scraping and OCR.
io.github.lonniev/schwab-mcp — v0.12.2
Multi-tenant FastMCP server for Charles Schwab brokerage data, monetized via DPYC Tollbooth
io.github.lordbasilaiassistant-sudo/base-flash-arb-mcp — v1.0.2
MCP server for AI agents to detect flash loan arbitrage opportunities across DEXes on Base. Scan Uni
io.github.lorenzo-cambiaghi/lynx — v1.7.5
100% local MCP server for semantic code search: AST chunking, hybrid retrieval, code knowledge graph
io.github.LorgAI/lorg-mcp-server — v1.4.4
Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP
io.github.louis49/melchizedek — v1.0.2
Persistent memory for Claude Code — offline, single-file, hybrid search.
io.github.LouisVanh/tutoring — v1.0.0
Find and book verified 1-on-1 online tutors: search by subject, price and rating, then book.
MCP Test Runner — v0.1.0
Local test execution and coverage summaries for onboarding agents.
Refetch — v1.0.0
Fetch pages as markdown, search web and news, extract structured data. For AI agents.
dowse — v0.10.0
Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.
Philadelphia Restoration — v1.0.0
Philadelphia water and fire damage restoration: assessment, insurance, costs, and knowledge search.
Dense Knowledge — v1.2.0
Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.
io.github.luisa-sys/lyra-mcp-server — v1.0.0
Search and discover Lyra profiles.
BACH FileCommander — v1.7.0
43 tools for filesystem, process management, sessions, search, OCR, ZIP, and PDF export.
io.github.lulzasaur9192/marketplace-search — v2.0.0
22 tools: search 15+ marketplaces, verify licenses, childcare costs, FCC, GSA auctions
MTA:SA Documentation MCP Server — v1.0.3
MCP server for MTA:SA documentation with intelligent search and caching
io.github.lusiem/code-atlas — v0.5.0
Code intelligence MCP: symbols, call graphs, change impact + affected tests, routes, search.
Sense — v0.84.3
Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
Container Tracking MCP — v1.3.0
DCSA container tracking across 228 ocean carriers: live vessel positions, ETAs, demurrage alerts.
io.github.Lyellr88/marm-mcp-server — v2.37.0
Universal MCP Server with advanced AI memory capabilities and semantic search.
io.github.mabari2505/api-sorties-mcp — v0.1.1
Search French events and things to do, built for AI agents — geo, city, date, category filters.
io.github.MaFady/tabler-mcp-server — v1.0.1
Tabler.io for AI assistants: search 5,000+ icons, UI components, layouts, themes and docs.
Backstory: search your data exports locally — v1.1.0
Search your Google, Telegram, Spotify and Instagram exports locally. Fully offline.
Hugendubel Fachinformationen — v1.0.0-1
Search for books and book-related products, with access to product and delivery details
Dussmann das Kulturkaufhaus — v1.0.0-1
Search for books and book-related products, with access to product and delivery details
Dussmann das Kulturkaufhaus — v1.0.0-1
Search for books and book-related products, with access to product and delivery details
Pressbooks — v1.0.0-1
Search for books and book-related products, with access to product and delivery details
AlphaAI — v0.1.0
AI-enriched financial news for AI agents & trading bots: search, trending, insider, scored 1-10.
China Travel MCP — v1.0.1
China inbound travel MCP: search hotels, flights, attractions, plan itineraries, get travel tips
ABN Lookup MCP by UnClick — v0.1.0
Australian Business Number lookup and business name search. By UnClick.
BoardGameGeek MCP by UnClick — v0.1.0
BoardGameGeek search, game details, rankings, and collections. By UnClick.
Deezer MCP by UnClick — v0.1.0
Search Deezer tracks, artists, albums, playlists, charts, and podcasts. No API key. By UnClick.
GDELT News MCP by UnClick — v0.1.0
Global news search, events, tone, themes, and geographic signals from GDELT. By UnClick.
Genius Lyrics MCP by UnClick — v0.1.0
Search songs and artists and get song and artist detail from Genius. By UnClick.
Hacker News MCP by UnClick — v0.1.0
Search and read Hacker News stories, comments, users, Ask HN and Show HN. No API key. By UnClick.
IGDB Games MCP by UnClick — v0.1.0
Video game database: search games, companies, genres, and platforms via IGDB. By UnClick.
IP Australia MCP by UnClick — v0.1.0
Australian trademark and patent search via IP Australia. By UnClick.
Open Food Facts MCP by UnClick — v0.1.0
Search food products, ingredients, nutrition, brands, and categories. No API key. By UnClick.
Radio Browser MCP by UnClick — v0.1.0
Search internet radio stations by country, tag, popularity, and votes. No API key. By UnClick.
RAWG Games MCP by UnClick — v0.1.0
Search video games with detail, screenshots, genres, and upcoming releases from RAWG. By UnClick.
Untappd MCP by UnClick — v0.1.0
Untappd beer and brewery search, details, and activity. By UnClick.
YouTube MCP by UnClick — v0.1.0
Search YouTube and get video, channel, playlist, and caption details. By UnClick.
io.github.malkreide/openlex-mcp — v0.2.5
Canton Zurich legislation via ZH-Lex with full-text search and article extraction
io.github.malkreide/wsl-envidat-mcp — v0.2.5
WSL / EnviDat environmental research datasets via CKAN
X Archive RAG — v0.1.4
Local-first MCP tools for searching and drafting from your X/Twitter archive.
ManaBuy MCP Server — v0.1.2
ManaBuy MCP server for product search, order quote, and AI-assisted ordering.
TheCrawler — v0.5.8
Universal web scraper with LLM-ready markdown, RAG chunking, PDF/DOCX support.
Manticore Search — v0.1.2
MCP server for Manticore Search — lets AI assistants query and manage search databases.
io.github.mapbox/mcp-server — v99.0.0-dev
Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

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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.