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.pree-dew/mcp-bookmark — v0.1.5
MCP Server for adding bookmarks in openai RAG
io.github.PrinceGabriel-lgtm/freshcontext — v0.3.17
Freshness-aware AI retrieval with 21 MCP tools for timestamped, decay-ranked live signals.
Default Privacy — v1.0.0
Search vetted privacy tools, read guides & glossary, and run free privacy diagnostics.
Wiki Private Law — v0.1.0
Extractive legal answers and semantic search over the public wiki.private.law corpus
io.github.PrometheusAgency/bluesky-followers-export — v0.1.1
Export full Bluesky follower/following lists with profile stats. Audience and lead research.
io.github.PrometheusAgency/bluesky-scraper — v0.1.4
Scrape Bluesky posts, profiles, followers, threads and keyword search. Clean JSON, pay per result.
io.github.PrometheusAgency/shopify-app-store-scraper — v0.1.1
Scrape Shopify App Store apps, full review histories and catalog. E-commerce market research.
Rechtspraak (Dutch Case Law) — v0.1.1
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Data + LiDO)
HybridS3 — v0.3.8
Self-hosted S3-compatible object storage server with an MCP interface for AI agents.
Rankrat — v0.6.0
Read Search Console, Bing Webmaster, GA4 and PageSpeed data through one self-hosted MCP server.
io.github.ptrinh/freeport-nostr — v0.5.0
Search Freeport Nostr events by kind, tag & geohash radius (rides, services, reputation).
io.github.ptyagiegnyte/egnyte-mcp-server — v1.0.0
Official Egnyte MCP Server for AI integration with document search, analysis, and collaboration.
io.github.ptyagiegnyte/egnyte-remote — v1.0.2
Secure integration between AI tools and Egnyte content with search, analysis, and workflow tools.
io.github.pubrio/pubrio — v1.3.0
Glocalized business data layer for AI agents. Search companies, people, and signals.
io.github.purahmanian/google-trends-mcp — v0.1.1
Google Trends MCP server: interest over time, comparisons, related queries, trending searches
io.github.purmemo-ai/purmemo — v12.9.5
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.
Markdown Vault MCP — v3.1.0
Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing
Scholar MCP Server — v1.9.0
Scholarly-sources MCP: papers, patents, books, standards — search and cross-reference prior art.
NetLens — v0.2.3
Read any web page as clean, ad-stripped Markdown past robots.txt and bot blocks, plus web search.
Comrades of War Archive — v1.2.0
Search a Spanish gaming-community archive and receive exact x402 page purchase URLs.
GroundAPI — v1.0.0
Real-time data API for AI Agents: stocks, weather, forex, logistics, search, scrape, news, IP.
io.github.qingkuai-js/qingkuai-mcp-server — v1.0.2
MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and formatting tools.
Qoory Crypto Intelligence — v1.0.1
One Data Plane for crypto research, with 42 live tools for markets, entities, news, and signals.
io.github.qso-graph/adif-mcp — v0.9.3
ADIF 3.1.6 parser and validator for amateur radio QSO logs. Full spec coverage.
io.github.qso-graph/iota-mcp — v0.1.0
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearby groups.
Quadratik — v1.0.0
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and more.
io.github.QueryQuarry/queryquarry — v1.0.0
Double-blind talent marketplace: AIs search anonymous opted-in candidates; reveal on consent.
OCDS German Procurement Search — v0.4.0
Search and match German public procurement tenders (OCDS) from your local LLM.
Quotewise — v1.0.3
Semantic quote search with 600K quotes. Find quotes by meaning, verify attributions.
emap — Euskadi hyperlocal mobility — v0.1.0
Basque Country hyperlocal mobility: ES/EU semantic search, routing, open-data POIs, peak-bagging.
Lifestyle Medicine Knowledge — v5.0.0
Semantic search over a 200-chunk ACLM lifestyle medicine knowledge base.
io.github.radiovisual/zoekt-mcp — v0.3.2
Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.
io.github.rafsilva85/skillflow — v1.0.2
Search, discover, and install 500+ AI agent skills from the SkillFlow marketplace.
DocPull — v6.5.0
Sync public web sources into cited context packs for AI agents, RAG, and MCP clients.
HIG Doctor — v0.2.1
Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
BrokerIA Imoveis — v1.3.0
Search Brazilian real estate, simulate financing, qualify leads, schedule visits.
NervaPack — v0.5.8
Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.
NeuroStack — v0.12.0
Token-efficient MCP memory for Markdown vaults. Tiered search, GraphRAG, AI memories.
io.github.raportagent/raportagent-mcp — v0.1.2
Sourced market and compliance research for Claude Desktop, Claude Code and Cursor.
Literature Review Council — v0.1.4
Multi-agent literature review: research, peer review, and synthesize grounded reports.
io.github.raysker/axon-research — v1.1.0
AI agent ecosystem research, DeFi analysis, and market research tools
RCSB PDB — v0.14.0
MCP server to search, inspect, and cross-reference RCSB Protein Data Bank structures
Realmint — v1.0.0
Agent-native scoring, search and routing for tokenized real-world assets across multi-chain.
io.github.RecallWorks/recall — v0.5.2
Open-source MCP memory server. Persistent, searchable, tiered memory across sessions.
Redis MCP Server — v0.5.1
Natural language interface designed for agentic applications to manage and search data in Redis.
io.github.ref-tools/ref-tools-mcp — v3.0.1
Token efficient search for coding agents over public and private documentation.
Refero — v1.0.2
Search curated design styles, real product screens, and user flows for evidence-based design work.
ProxmoxMCP-Plus — v0.5.12
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.
io.github.rekordcloud/sonovault — v1.0.2
Search 90M+ tracks, artists, and releases: metadata, ISRC/ISWC, and cross-platform IDs for AI.
Pa1m SEO — v1.0.0
Pay-per-call SEO agent: keyword research, SERP analysis, on-page optimization. x402, USDC on Base.
MCP Memory Graph — v0.1.1
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
Opportunity MCP — v0.1.1
Search youth opportunities (scholarships, fellowships, internships) from any AI assistant.
Agoragentic Agent OS MCP — v2.1.3
Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.
io.github.ribhav-jain/docsonar — v0.1.1
Local document search over your folders: hybrid keyword+semantic, fully offline, read-only
smart-web — v0.8.4
Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.
Yaps Local Memory — v1.0.0
Search and safely manage your private local Yaps Markdown vault from MCP clients.
io.github.richmondteo-code/buywhere-mcp — v1.0.0
Agent-native product catalog API for Southeast Asia — search, compare prices, find deals.
SocialCrawl — v1.0.1
Access 21+ social media platforms through one unified API. Profiles, posts, search.
io.github.rijul170/alertlogic-mcp — v0.1.0
MCP server for Alert Logic MDR — incident response, log search, SOAR, and SOC workflows
io.github.rijul170/falcon-mcp — v0.9.0
Community extension of CrowdStrike falcon-mcp with near-complete Falcon API coverage

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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.