MCP servers.

Connect a server the community built.

An MCP server is a program somebody else built that gives your AI new tools: search a service, read a file, call an API.

Connect one here and Claude, Claude Code, ChatGPT, Codex and Cursor all reach it through a single endpoint, with your key held on the server side.

Category: Search

1,152 results · page 14 of 39

  • create-surveyMCP serverSearch

    Create AI surveys with dynamic follow-up probing directly from your AI assistant.

    Ready to connect

    github.com/feedbk-ai/feedbk-mcp-server

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  • eansearch-mcp-serverMCP serverSearch

    MCP server for real-time product search by barcode (EAN, UPC, GTIN) or keyword on ean-search.org

    Ready to connect

    github.com/eansearch/eansearch-mcp-server

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  • faa-aircraft-registry-mcp-serverMCP serverSearch

    Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, search records.

    Ready to connectcaution

    github.com/cyanheads/faa-aircraft-registry-mcp-server

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  • freehireMCP serverSearch

    freehire.me: search 3.3M+ IT jobs from 294K company boards, track applications, tailor CVs.

    github.com/strelov1/freehire-mcp

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  • gapbase-mcpMCP serverSearch

    Search 474 validated startup gaps by industry, role, or keyword. Works offline.

    github.com/thevibepreneur/gapbase-mcp

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  • hexpm-mcpMCP serverSearch

    MCP server for hex.pm and hexdocs.pm: search, inspect, compare, and audit Elixir packages

    Ready to connect

    github.com/joshrotenberg/hexpm-mcp

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  • hoteloracleMCP serverSearch

    Hotel Intelligence MCP — search, price compare, area guides, price calendars via Google Hotels

    Ready to connect

    github.com/tooloracle/hoteloracle

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  • india-regulatory-mcpMCP serverSearch

    Search RBI & SEBI circulars, master directions and regulations. Offline SQLite index, no API keys.

    caution

    github.com/akhilgovind02/india-regulatory-mcp

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  • job-searchMCP serverSearch

    Search Korean job postings from JobKorea and Saramin by company name

    github.com/pjw2004/career-mcp

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  • jobsMCP serverSearch

    Semantic search over 3.5M+ live US job postings pulled straight from company ATSes. Read-only.

    Ready to connect

    github.com/adanrott/magnificent-jobs-plugin

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  • lahend-mcpMCP serverSearch

    Estonian court decisions: full-text case-law search, each ruling linked to its companies. Free.

    Ready to connect

    github.com/nimistu/lahend-mcp

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  • legalizeMCP serverSearch

    Official MCP connector for Legalize: read and search its whole open corpus, at any point in time.

    Ready to connect

    github.com/legalize-dev/mcp

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  • luogu-mcp-serverMCP serverSearch

    Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.

    Ready to connect

    github.com/kaiserunix/luogu-mcp-server

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  • lynxprompt-mcpMCP serverSearch

    MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints

    github.com/geiserx/lynxprompt-mcp

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  • mailbridgeMCP serverSearch

    Connect your AI assistant to email — read, search, send, and organise via IMAP/SMTP.

    github.com/creativestefan/mailbridge-mcp

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  • markitMCP serverSearch

    Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.

    Ready to connect

    github.com/fuzulsfriend/markit-mcp

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  • maxstat-mcpMCP serverSearch

    Search 408K+ MAX channels and 86M+ posts; metrics, reactions, forwards, webhooks and usage.

    Ready to connect

    github.com/fbmdata/maxstat-mcp

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  • oecd-mcp-serverMCP serverSearch

    Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.

    Ready to connect

    github.com/cyanheads/oecd-mcp-server

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  • openstates-mcp-serverMCP serverSearch

    Search bills, legislators, committees, and events across all 50 US states, DC, and 5 US territories.

    Ready to connect

    github.com/cyanheads/openstates-mcp-server

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  • paleobiology-mcp-serverMCP serverSearch

    Search fossil occurrences, taxon ranges, diversity through deep time, and the geologic time scale.

    Ready to connect

    github.com/cyanheads/paleobiology-mcp-server

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  • pdf-suite-mcpMCP serverSearch

    37 tools to read, create, merge, split, watermark, fill, redact & search PDFs. Local, no API key.

    github.com/beepboop2025/pdf-suite-mcp

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  • pickanagencyMCP serverSearch

    Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.

    Ready to connect

    github.com/natden444/pickanagency-mcp

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  • qsearchMCP serverSearch

    Multi-engine search for AI agents. Trust scoring, local corpus, MCP-native. Self-hostable, BYOK.

    Ready to connect

    github.com/theyahia/qsearch

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  • scala-scoreMCP serverSearch

    MCP server for S.C.A.L.A. Score API — let Claude, ChatGPT, and AI agents search 250M+ companies

    caution

    github.com/alessandro114/scala-mcp-server

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  • searchatlasMCP serverSearch

    SearchAtlas AI Agent — SEO, content, PPC, authority building, and site management

    github.com/search-atlas-group/searchatlas-mcp-server

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  • sec-filings-mcpMCP serverSearch

    SEC EDGAR MCP: search, preview, purchase filings. x402 USDC on Polygon. xpay + Cloud Run upstream.

    Ready to connect

    github.com/stagproject/sec-filings-mcp

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  • shoppingMCP serverSearch

    Shopping search across 100M+ products, with every retailer's offer and live price in one place.

    Ready to connect

    github.com/channel3-ai/mcp-server

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  • shortcut-mcpMCP serverSearch

    Shortcut project management. Create, update, search stories and manage workflows.

    Ready to connect

    github.com/stayce/streamshortcut-cloudflare

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  • smithsonian-mcp-serverMCP serverSearch

    Search 14.5M Smithsonian Open Access objects, get CC0 images, find cross-collection connections.

    Ready to connect

    github.com/cyanheads/smithsonian-mcp-server

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  • stackexchange-mcp-serverMCP serverSearch

    Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.

    Ready to connect

    github.com/cyanheads/stackexchange-mcp-server

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What is an MCP server?

The Model Context Protocol is the open standard AI clients use to call tools. An MCP server is a program that answers those calls: it publishes a few tools with their inputs, and the AI decides when to use them. Most are written by the people who needed them and published as open source, which is why this list is long and uneven.

7,961 of the 11,220 servers listed here can be served through ahel today. The rest stay listed so you can find them and read what they do, and their pages say plainly that ahel cannot serve them yet.

Connect one to Claude, Cursor, Codex or ChatGPT

Connecting a server here does not put anything on your machine. ahel runs it and serves its tools to every AI client you sign in with, so one connection covers Claude, Claude Code, ChatGPT, Codex, Cursor and VS Code with Copilot.

Your client's tool list stays the same size whatever you connect: a server's own tools are read with the tools verb and run with the use verb. Keys are sealed in ahel and injected server side, so a credential never crosses the link.

See how to connect your AI