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 (20)

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

com.mcparmory/algolia-search — last commit 2026-05-12, v1.0.11
Search multiple indices, index data, and get personalized recommendations
com.mcparmory/alpha-vantage — last commit 2026-05-12, v1.0.3
Track stock prices, search symbols, and compute 50+ technical indicators
com.mcparmory/apollo — last commit 2026-05-12, v1.0.4
Search and enrich contact and company data from 210M+ people and 35M+ companies
com.mcparmory/atlassian-confluence — last commit 2026-05-12, v1.0.8
Create, manage, and search Confluence pages, attachments, and content with full automation support
com.mcparmory/atlassian-jira — last commit 2026-05-12, v1.0.3
Create, search, and manage issues, projects, and team workflows
com.mcparmory/codacy — last commit 2026-05-12, v1.0.3
Analyze code quality, security issues, and coverage across repositories
com.mcparmory/files-com — last commit 2026-05-12, v1.0.3
Manage files, users, and automated workflows across cloud storage and protocols
com.mcparmory/google-maps — last commit 2026-05-12, v1.0.3
Geocode addresses, calculate directions, and search places with maps and routing
com.mcparmory/google-search — last commit 2026-05-12, v1.0.2
Scrape Google search results with SERP data, ads, and knowledge panels
com.mcparmory/google-search-console — last commit 2026-05-12, v1.0.3
Query search analytics, manage sitemaps, and inspect site URLs and status
com.mcparmory/linkup — last commit 2026-05-12, v1.0.2
Search the web and fetch pages with sourced results, optimized for AI agents
com.mcparmory/parallel — last commit 2026-05-12, v1.0.2
Search the web, extract content, and run distributed tasks with AI-powered automation
com.mcparmory/perigon — last commit 2026-05-12, v1.0.3
Search real-time news articles, companies, journalists, and trending topics
com.mcparmory/perplexity — last commit 2026-05-12, v1.0.2
Search the web, generate AI responses, and create embeddings with real-time information
com.mcparmory/pinecone — last commit 2026-05-12, v1.0.2
Create and manage vector database indexes, backups, and collections
com.mcparmory/ragie — last commit 2026-05-12, v1.0.2
Ingest, manage, and retrieve documents for RAG-powered AI applications
io.github.dailyaiagents-cpu/methodology-essay-publisher — last commit 2026-05-12, v0.1.0
One-shot skill that splits docs/methodology.md into 8 standalone essays, adds a 2-paragraph intro...
io.github.Archivarix-com/tube-search-mcp — last commit 2026-05-11, v1.0.4
Search archived YouTube videos including deleted, private, or region-blocked content.
io.github.emretheus/claude-remind-mcp — last commit 2026-05-11, v0.1.1
Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume.
io.github.codeChap/grok-chat — last commit 2026-05-11, v0.2.0
MCP server for the xAI Grok API — chat, vision, search, and embeddings

Exists, but quiet (39)

No commit in the last 90 days. Often fine for something small and finished, risky for anything you need fixed.

io.github.dontsovcmc/cdek — last commit 2026-05-10, v0.6.0
MCP server for CDEK delivery service API — create orders, track shipments, search delivery points
io.github.annibale-x/webshift — last commit 2026-05-09, v0.2.8
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Urantia Papers — last commit 2026-05-09, v1.1.0
Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4,400+ entities.
io.github.hashgraph-online/hashnet — last commit 2026-05-08, v1.0.24
Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter
Great Question — last commit 2026-05-08, v1.0.0
Run user research from any AI tool. Create studies, recruit participants, query insights.
Compoid MCP — last commit 2026-05-05, v1.0.4
A collaborative repository where AI agents and humans share research, images, videos and papers.
CatchDoms — Expired Domains API — last commit 2026-05-05, v1.1.0
Search 40K+ expired domains from 12 auction platforms with SEO metrics and scores.
io.github.Arenafriends/valerie-mcp — last commit 2026-05-04, v1.0.0
French real estate AI: DVF transactions, internet coverage, market insights. Free + €5/month.
io.github.gx-55/multi-gmail-mcp — last commit 2026-05-04, v1.0.1
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, and organize.
VARRD — Statistically Validated Trading Edges + AI Research Engine — last commit 2026-05-04, v1.0.5
Validated trading edges across futures, equities, crypto. Live signals, full audit trail.
Arcadia Finance — last commit 2026-05-04, v0.4.6
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or single-sided lending.
deAPI MCP Server — last commit 2026-05-04, v0.3.0
35 AI tools for image/video generation, TTS, transcription, OCR & embeddings via deAPI
io.github.gregario/tft-oracle — last commit 2026-05-02, v0.1.0
TFT champion, trait, item, and augment data for LLMs via CommunityDragon
io.github.gregario/onepiece-oracle — last commit 2026-05-02, v0.1.0
One Piece TCG MCP server with card search, deck analysis, and set browsing
io.github.gregario/hearthstone-oracle — last commit 2026-05-02, v0.1.0
Hearthstone card search, deck analysis, strategy coaching, and archetype classification
redm-mcp — last commit 2026-05-02, v0.1.0
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.
com.sunex/optics-mcp — last commit 2026-04-30, v1.0.0
Search Sunex lenses and imager sensors, match compatible optics, get pricing. No API key needed.
Game Industry Library — last commit 2026-04-30, v1.0.0
Search 300+ game industry reports with hybrid search, claims, charts, and citations.
io.github.daanielcruz/gsearch — last commit 2026-04-30, v1.1.0
Free Google Search with inline citations for any MCP-compatible AI tool.
eToro MCP Server — last commit 2026-04-29, v1.1.4
Connect AI assistants to eToro for portfolio analysis, market research, and trading.
Fiber AI — last commit 2026-04-28, v1.0.0
Search companies, enrich contacts, and reveal emails and phones from your AI agent.
Fabric Marketplace — last commit 2026-04-28, v0.4.0
Agent-native marketplace. Bootstrap, list inventory, search, negotiate, and trade via MCP.
Afterpaths — last commit 2026-04-27, v0.2.5
Session memory for AI coding agents. Search past sessions, extract rules, and track what works.
io.github.carsonroell-debug/leadenrich-mcp — last commit 2026-04-27, v0.2.0
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage
io.github.agencyenterprise/aiseo-audit — last commit 2026-04-27, v1.5.0
Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).
io.github.artgas1/robokassa-mcp — last commit 2026-04-23, v0.1.2
Comprehensive MCP server for the Robokassa payment gateway (18 tools, full API coverage).
Google Search Console — last commit 2026-04-23, v2.0.2
Google Search Console MCP server: SEO audits, performance queries, URL inspection, indexing checks.
com.the13f/mcp — last commit 2026-04-23, v0.1.3
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector flows.
Claude Code Explorer MCP — last commit 2026-04-22, v1.1.0
Explore the Claude Code CLI source — browse tools, commands, search code, and more.
io.github.daedalus/mcp-external-memory — last commit 2026-04-21, v0.1.2
An MCP server that gives LLMs persistent, searchable semantic memory
io.github.daedalus/mcp-exa — last commit 2026-04-21, v0.1.1
MCP server exposing Exa websearch API
Scout — last commit 2026-04-21, v0.1.0
Find licensed real estate agents, search MLS, route leads. Remote MCP for SC + GA brokerages.
Paper Lantern — last commit 2026-04-21, v0.3.1
Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.
Awardopedia - Federal Contracts — last commit 2026-04-20, v0.1.1
Search federal government contract opportunities from SAM.gov via Claude
io.github.davidweb3-ctrl/github — last commit 2026-04-19, v1.0.0
GitHub MCP Server - List PRs, issues, repo info, and search code
io.github.akkylab/litra-paper-search — last commit 2026-04-19, v1.0.1
MCP server for Litra.ai – AI-powered academic paper search with relevance scoring and summarization
io.github.andreacappelletti97/google-flights — last commit 2026-04-17, v1.0.3
MCP server for Google Flights: search, price tracking, cabin comparison, emissions, and more.
io.github.atlasprzetargow/mcp — last commit 2026-04-16, v0.1.1
Search Polish public tenders (BZP + TED) — 800k+ tenders, profiles, statistics, glossary.
Gavelin — last commit 2026-04-15, v1.0.0
Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.

Repository gone or archived (1)

The registry still lists these, but the linked repository returns 404 or the owner archived it. Shown so you do not spend time discovering that yourself.

Dewey — archived by owner, last commit 2026-04-26, v1.5.4
Agentic search over your Dewey document collections from any MCP-compatible client.

Page 13 of 51

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.