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 (41)

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

• Japan Official Statistics — v1.0.0
  Search official Japanese government statistics (e-Stat): population, economy, labor, and more.
• UK Companies House — v1.0.0
  Search UK companies, retrieve profiles, officers, charges, and generate due diligence reports
• Bio-Data Parser — v1.0.0
  Bioinformatics and genomic sequence parser for clinical research.
• DarkWeb-Breach — v1.0.0
  OSINT dark web database search tool detecting credential leaks.
• Repo-to-RAG — v1.0.0
  GitHub repository vectorizer and context synthesizer for RAG pipelines.
• Scientific-Research-Oracle — v1.0.0
  Scientific literature analyzer and clinical search aggregator.
• SEO-Ghost — v1.0.0
  AEO intent and search presence optimization engine.
• io.github.fashionmascherine-svg/reddit-scraper — v0.1.0
  Reddit MCP server: search posts, subreddit feeds, comments & user profiles as JSON. No API key.
• io.github.FilippoPilo/cortex — v1.0.0
  Shared, persistent semantic memory for your AI: save, search by meaning, recall with sources.
• Flagram — v1.0.0
  Ad marketplace: search Telegram/VK/Max channels by topic, geo, price; reach, ER, CPV stats.
• Japan Address & Geocoding — v1.0.0
  Japanese address search and geocoding (official address registry): postal codes and coordinates.
• Japan Corporate Filings — v1.0.0
  Search Japanese corporate disclosures (FSA EDINET): securities reports and shareholding reports.
• Japan Official Statistics — v1.0.0
  Search official Japanese government statistics (e-Stat): population, economy, labor, and more.
• io.github.gauravfs-14/lit-mcp — v1.0.0
  MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs.
• Pickleball3 Paddle Catalog — v1.0.0
  Read-only paddle search, specifications, comparisons, scores, and verified purchase links.
• Tolstoy Library — v1.0.0
  Browse, search, rename, and favorite your Tolstoy media library from any AI client.
• Kids Stay — v1.0.1
  Search Japanese hotels by 48 verified kid-friendly conditions, with sources and dates.
• PastML — v1.0.1
  Deploy HTML and Markdown as live URLs. Create, search, update, and manage pastes from any AI agent.
• io.github.hellosverre/brreg — v0.1.1
  MCP server for Norway's Brønnøysund business registry — lookup, search, roles.
• Bee by HEOSSI — v0.6.10
  Bee by HEOSSI: governed multimodal intelligence - chat, code, security, research, documents, memory.
• io.github.hermitsh-ai/shrimp — v1.0.7
  Task manager for AI agents. Zero setup, nested trees, batch ops, local-first storage.
• Hermoso — v0.1.43
  AI ad studio: competitor ad research, video + image ads, social publishing, campaigns. 262 tools.
• CSJN — Corte Suprema de Justicia de la Nación — v0.3.0
  Search Argentine Supreme Court sumarios: legal topics, case analysis, metadata
• JUBA — Jurisprudencia de Buenos Aires — v0.3.0
  Search Buenos Aires Province court rulings: summaries, full text, legal topics
• JusCABA — Justicia CABA — v0.3.1
  Search Buenos Aires City courts: cases, proceedings, parties, and PDF downloads
• SAIJ — Jurisprudencia Argentina — v0.3.0
  Search Argentine legal databases: court decisions, legislation, summaries, doctrine
• io.github.herohunt-ai/herohunt-mcp — v1.0.2
  People search API - find 1 billion candidates across LinkedIn and GitHub with real-time data.
• io.github.HeyZod/fylings — v1.0.0
  Search, verify & screen 1M+ African companies + their government contracts across 18 registries.
• Cure Cancer With AI — v1.0.0
  Free oncology data (research, trials, FDA approvals, news) plus IBM MAMMAL biomedical predictions.
• io.github.hifriendbot/ailist-mcp — v1.0.3
  MCP server for AiList — search and discover Ai projects from Claude Code
• Hit The Road Rentals — v3.0.0
  Search campervans and motorhomes worldwide. 300+ rental companies. AU, NZ, US, CA, UK and more.
• Hindsight MemPalace — v1.0.0
  Self-hosted long-term memory for AI agents over MCP — hierarchical recall backed by pgvector
• io.github.holiday-forever/holidayforever — v1.1.7
  Searchable directory of Airbnb listings — discover properties and retrieve direct Airbnb links.
• io.github.holistis/3ilm-mcp — v1.0.1
  Search 1,032 verified smart contract vulnerability findings from Sherlock audits by pattern.
• io.github.HomenShum/nodebench — v2.31.2
  260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scraping.
• Hoodly GMGN Robinhood Research — v0.1.1
  Read-only MCP server for Robinhood Chain token discovery, research, and due diligence via GMGN.
• io.github.hoornet/agentdocs-mcp — v0.9.2
  MCP server for AgentDocs (agentdocs.eu): read, search, write, comment on & share Markdown docs.
• io.github.houtini-ai/gemini — v1.4.2
  Model Context Protocol server for Google Gemini AI with chat, research, and grounding
• io.github.houtini-ai/geo-analyzer — v2.1.2
  AI search optimization analysis with actionable findings and gap analysis
• io.github.houtini-ai/google-knowledge-graph — v1.0.2
  Search Google's Knowledge Graph for structured information about real-world entities
• io.github.houtini-ai/seo-crawler-mcp — v2.0.1
  Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

Repository gone or archived (19)

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.

• io.github.edgardomunoznajar/america-law-graph — repository gone, v1.0.1
  Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citation graph, MCP.
• io.github.educlopez/sparkbites — repository gone, v0.1.1
  Search 500+ curated design websites and install DESIGN.md files directly from your AI agent.
• Compliance Auditor MCP — repository gone, v0.1.0
  City hiring-compliance MCP server with regulation search and full audit risk scoring.
• io.github.GabrielaHdzMicrosoft/mcp-server — repository gone, v1.0.1
  An MCP server that provides visual memory and context storage with knowledge graph capabilities
• io.github.gagandeeppra/mcp-observability-server — repository gone, v0.1.3
  MCP server for querying logs from observability platforms with unified search and tracing
• Project Brain — repository gone, v1.4.1
  Read-only source retrieval across cataloged GitHub repositories
• io.github.geraservicesuk/mcp-gera-clinic — repository gone, v0.1.0
  Search doctors, check availability, book medical appointments. 7 tools. 50+ countries.
• io.github.geraservicesuk/mcp-gera-market — repository gone, v0.1.1
  E-commerce marketplace: search products, order, track shipments. 50+ countries.
• io.github.geraservicesuk/mcp-gera-skills — repository gone, v0.1.0
  GeraSkills MCP — search and install robot capability packs on behalf of an operator.
• io.github.geraservicesuk/mcp-geraeats — repository gone, v1.0.1
  Browse restaurants, search dishes, order food delivery, track riders. 50+ countries.
• io.github.geraservicesuk/mcp-gerajobs — repository gone, v0.1.1
  Search remote and local jobs, browse companies, apply and track status. OAuth to apply.
• io.github.geraservicesuk/mcp-gerapodcast — repository gone, v0.1.1
  Discover podcasts, search episodes, fetch transcripts, subscribe to shows.
• io.github.geraservicesuk/mcp-gerarent — repository gone, v0.1.1
  Property rental: search listings, check availability, book rentals. 50+ countries.
• io.github.geraservicesuk/mcp-gerasure — repository gone, v0.1.1
  Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ countries.
• io.github.getcroissant/croissant — repository gone, v1.0.0
  Search and book coworking spaces and conference rooms via Croissant.
• duke-book — repository gone, v0.1.5
  Manage Duke Bookmark notes, categories, and plan-enabled knowledge search over MCP.
• io.github.globallayer/mcp-server — repository gone, v1.0.10
  Merka2a MCP server - AI agents search, negotiate and order GPU compute
• Universal Brute Workpack — repository gone, v0.1.4
  Stdio-first Agent MCP workpack for local tools, audit chains, search, memory, and pipelines.
• io.github.Hei33enberg/strajkpolski-mcp — repository gone, v0.4.4
  Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.

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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.