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

1,147 results · page 36 of 39

  • sharegrokbotsMCP serverSearch

    Search shared Grok Bots by what they do. Credit the creator. No prompt text.

    Ready to connect

    github.com/legacyinmotion/sharegrokbots-examples

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  • shop-searchMCP serverSearch

    Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path. Pay-per-call, no API key.

    Ready to connect

    github.com/light-anchor/shop-search-mcp

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  • shortcuts-bridgeMCP serverSearch

    MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via a local Mac agent

    Ready to connect

    github.com/isaiahdupree/shortcuts-bridge

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  • showmestepbystepMCP serverSearch

    Search, browse, and cite a 377-tutorial step-by-step how-to corpus from your AI client.

    Ready to connect

    github.com/rt1966/showmestepbystep

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  • sic-codesMCP serverSearch

    UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.6M companies.

    Ready to connect

    github.com/jackmmaher/siccodes.co.uk

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  • siftivoMCP serverSearch

    Search books, authors and series, get recommendations, and manage your own reading shelves.

    Ready to connect

    github.com/btg5679/siftivo

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  • similarity-search-api-sdkMCP serverSearch

    Stateless NMI + cosine fusion with entropy-driven alpha calibration

    Ready to connect

    github.com/nexus-mcp-infra/similarity-search-api-sdk

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  • simsima-connectivityMCP serverSearch

    Search, recommend & buy travel eSIM data plans for 190+ destinations via AI agents.

    Ready to connect

    github.com/willyfab/simsima

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  • singapore-proxy-mcpMCP serverSearch

    Browse the web and run Google search through real Singapore mobile carrier IPs.

    Ready to connect

    github.com/xavierfok/singapore-proxy-mcp

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  • siteMCP serverSearch

    Binstockly: the monthly US search demand across the sheets this product ships, read from monthly...

    Ready to connect

    github.com/joeetdev/venture-estate

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  • sitegptMCP serverSearch

    Search the SiteGPT documentation: setup, features, API reference, troubleshooting.

    Ready to connect

    github.com/sitegpt/agent-skills

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  • skill-marketMCP serverSearch

    x402 skill catalog on lvlltd.com — search, quote, pay with Base USDC, unlock sealed packs.

    Ready to connect

    github.com/lvlltd/lvlltd-agent-marketplace

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  • skilldbMCP serverSearch

    A registry of 5,900+ peer-authored skills any MCP agent can search and load on demand.

    Ready to connect

    github.com/devchad-cmd/skilldb-sdk

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  • skillselion-mcpMCP serverSearch

    On-demand access to thousands of install-ranked Claude Code skills - search and load mid-task.

    github.com/skillselion/skillselion-mcp

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  • slopscoreMCP serverSearch

    Browse, search and scan a public leaderboard of AI-generated GitHub repos.

    Ready to connect

    github.com/ntbooks/slopscore

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  • smartipedia-mcpMCP serverSearch

    Read, search and edit Smartipedia, an open AI-native encyclopedia. No API key, no signup.

    Ready to connect

    github.com/sksareen/smartipedia-mcp

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  • smry-public-readerMCP serverSearch

    Read and search exact public source URLs with stable paragraph citations.

    Ready to connect

    github.com/mrmps/homebrew-smry

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  • socialbridge-mcpMCP serverSearch

    Unified social-media data across 10 networks: profiles, posts, search, comments, cross-search.

    Ready to connect

    github.com/isaiahdupree/socialbridge-mcp

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  • solublesMCP serverSearch

    Solutions journalism podcast (FR): ecology, climate, society. Search, transcripts, junior versions.

    Ready to connect

    github.com/petitsolu/soluble-mcp

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  • solution-commonsMCP serverSearch

    Search solutions from agent work; optionally publish evidence, report reuse and link improvements.

    Ready to connect

    github.com/carbaj03/solution-commons

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  • sortioMCP serverSearch

    Read-only search of your Sortio knowledge graph (files and entities) for Claude and ChatGPT.

    Ready to connect

    github.com/canonicalmg/sortio_desktop_v2

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  • specproof-mcpMCP serverSearch

    SpecProof: Search standards specs with MCP-ready precision.

    Ready to connect

    github.com/ibouazizi/specproof

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  • sphereMCP serverSearch

    Log meals, check calories and macros, set up a nutrition plan, and search foods.

    Ready to connect

    github.com/upstoryteam/sphere

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  • spinwheelnamesMCP serverSearch

    Spin a random picker wheel, pick a random number, and search shared wheels from spinwheelnames.com.

    Ready to connect

    github.com/heyiamluke/spinwheelnames

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  • splitbasket-pricesMCP serverSearch

    Cached US grocery prices, age disclosed on every row - search, compare across banners, coverage.

    Ready to connect

    github.com/voicearc/splitbasket-mcp

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  • sports-bookingMCP serverSearch

    Search bookable London courts, pitches, lanes and pickup games across every major UK provider.

    Ready to connect

    github.com/layup-sport/layup-frontend

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  • stackswapMCP serverSearch

    B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, audit SaaS spend.

    Ready to connect

    github.com/stonesofcreation/stackswap-mcp

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  • starsinger-mcpMCP serverSearch

    Make a finished AI song with real vocals from a brief, or search and stream StarSinger's AI catalog

    Ready to connect

    github.com/jupiterspins/starsinger-mcp

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  • startupjobs-mcpMCP serverSearch

    Search live startup jobs from Claude, Cursor, or ChatGPT via MCP. Free, no account needed.

    Ready to connect

    github.com/killbridge/startupjobs-mcp

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  • statfin-mcpMCP serverSearch

    Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-stat2 data.

    github.com/3121n/nor-data-statfin-mcp

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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.

7,968 of the 11,223 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