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.

Graph-Mem — v1.0.0
Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.
Sato Hub: Onchain Agents — v1.0.0
Search scored onchain agent frameworks, MCPs, wallets, tools, and live agents.
Search Console MCP — v2.0.2
Google Search Console + Bing Webmaster Tools + GA4 — unified SEO intelligence for AI agents.
io.github.Savirinc/unfragile — v0.3.2
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
FinanceGenius.AI — v1.0.0
India's financial MCP — Indian cards, loans, FDs, MFs; EMI/SIP/tax calcs; NSE/BSE quotes; RAG.
Vexor — v0.26.0
A semantic search engine for files and code.
Scavio — v0.12.0
AI-agent search API: Google, YouTube, Amazon, Reddit, TikTok, TikTok Shop, Instagram, X, LinkedIn
Deepnets — Solana Token Intelligence — v0.3.0
Solana token intelligence for trading agents: safety, holder graphs, funding networks, research.
io.github.Screed369/autoza-ireland — v0.1.2
Irish used-car market MCP: search listings, stats, dealers & model guides via autoza.ie.
screenpipe — v0.19.1
Search your local screen recordings, audio transcripts, and computer activity from screenpipe.
Memento — v0.1.0
Persistent memory for AI tools. Local-first knowledge graph with hybrid search.
TedScout — v1.1.0
Search EU public tenders across TED and 8 national portals. Monitor, match, and analyse procurement.
SearchAtlas — v1.3.8
SearchAtlas AI Agent — SEO, content, PPC, authority building, and site management
io.github.seatable/seatable — v1.5.2
MCP server for SeaTable — read, write, search, link, and query data in your bases
Émile — v0.2.5
MCP server for the Émile wine cellar — list, add, recommend, scan and search 100k+ wines.
io.github.sebbsssss/clude — v3.0.4
Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
Parallect — v1.0.0
Fan out deep research across multiple AI providers, synthesize into one unified report.
Tavily MCP Server — v0.2.9
MCP server for advanced web search using Tavily API.
Science AI Journal MCP Server — v0.1.2
Academic peer-review, research-gap finding, journal recommender, and article writer tools.
IT Glue — v0.4.0
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
steamwebapi — v0.1.1
Live Steam Market API docs, schemas, products, games, markets and endpoint search.
io.github.selvoapp/selvo — v1.0.0
Help center for SaaS teams. 14-tool MCP server for articles, collections, and search.
Semore K-Commerce — v0.4.2
Semore K-product MCP server: search K-beauty/fashion/pop, cross-border carts, AP2-signed checkout.
Email Inbox API + Sending by Sendmux — v1.5.0
AI email inbox and sending tools with attachments, search, live events, and webhooks.
io.github.serpapi/serpapi-mcp — v1.0.1
Official SerpApi MCP server for Google, Bing, and other search engines.
Job Search MCP — v0.1.2
Claude searches real job boards, scores each job 0-100 for fit, and shows a ranked board.
ServiceWindow — SWFL Food Truck Marketplace — v1.0.0
Verified food truck marketplace for Southwest Florida. Search trucks and browse listings.
Afi MCP — v0.1.0
The first CLI for Afi SaaS backup - full public-API coverage plus the fleet-wide coverage
Blumira MCP — v0.1.0
Cross-account Blumira findings, detections, and agents in one offline-searchable store.
Cove Data Protection MCP — v0.1.3
Fleet-wide Cove Data Protection backup health, billing, and storage trends from your terminal.
Huntress MCP — v0.1.0
Every Huntress endpoint, plus a local SQLite mirror that delivers fleet-wide incident, coverage
IT Glue MCP — v0.1.0
Every IT Glue resource, plus an offline SQLite mirror, fleet-wide cross-resource search, and
Liongard MCP — v0.1.0
Liongard config visibility: sync your estate offline, then drift-check and search it from one CLI.
N-able N-central MCP — v0.1.0
N-central REST API with an offline org-tree mirror, cross-tenant search, and a JWT-expiry guardian.
SkyKick MCP — v0.1.0
Fleet backup posture, stale snapshots, and coverage gaps for SkyKick Cloud Backup.
Syncro MCP — v0.1.0
Every Syncro PSA and RMM workflow in your terminal, plus a local database, offline search, and
Proton Mail (unofficial) — v1.0.2
Unofficial Proton Mail MCP — send, read, search & organize email over SMTP and IMAP
Blumen Komander München — v1.1.0
First German florist with a public MCP server. Search bouquets and order flowers via AI in Munich.
AI Agent Search Optimization — v0.1.1
Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.
SAME - Stateless Agent Memory Engine — v0.12.1
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
io.github.shagarwal/databazaar — v1.2.0
Agent-first data marketplace — AI agents search, purchase, and sell datasets via MCP.
GeoClear — US Address Intelligence — v1.0.0
US address intelligence: 120M+ addresses, verify, suggest, reverse geocode, coverage stats.
Commune — v0.1.9
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search, and SMS.
Xiaohongshu (Little Red Book) MCP Server — v0.1.1
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
io.github.shaqmughal/seekstone — v0.12.0
Filesystem-direct Obsidian MCP server — search and edit your vault with low context-tax.
Honey MCP Server — v0.3.7
Search instances across GCP, AWS, K8s, Consul & Proxmox
io.github.shck-dev/notion-mcp — v0.5.2
Notion MCP server — search, export, and import pages as markdown
io.github.SheldonZhuang/stock-sentinel — v1.0.3
US stock attack/defense macro signals: 4-dimension framework, 26-year backtested. Research only.
Horizon Insights MCP — v1.0.34
Market data, financial statements, valuation, research, and news for investment workflows.
AISOTools — v0.1.1
Search, compare, and find alternatives across a curated catalog of 1,100+ AI tools.
io.github.shinpr/mcp-local-rag — v0.17.3
Easy-to-setup local RAG server with minimal configuration
io.github.shipping-ship-it/laytime-calculator-pro — v1.0.0
AI-powered laytime, demurrage and despatch calculator for chartering professionals.
Shoptera Product Intelligence — v1.1.1
Search ~8.5M products from 2,500+ Central European e-shops. Semantic, keyword, GTIN lookup.
io.github.Shreyas-Profile/docs-mcp — v0.1.0
Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.
Traditional Chinese (zh-TW) Taiwan Community Forum — v1.18.0
Read-only MCP: search & read a Traditional Chinese (zh-TW) Taiwan community forum (PTT-style).
io.github.Shuangshuang007/workopia — v1.0.1
Workopia - free MCP for global job search, PDF resume builder, and AI career advice.
io.github.shubhamekapure/social-search-mcp — v0.1.3
Deep social media search for LLMs: Facebook, Reddit, LinkedIn, Instagram & more.
Vancam — v0.1.0
Search 1M+ live traffic cameras worldwide by bounds, radius, route, or nearest point.
io.github.Siddhukaushik/slimdex-mcp — v1.0.0
Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.
io.github.Sidsaladi9/getprompts — v0.1.0
Search 1,000+ battle-tested AI prompts from getprompts.org into Claude Code, Cursor, ChatGPT.

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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.