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: Dev tools

4,691 results · page 141 of 157

  • storycanonMCP serverDev tools

    A structured story bible for long-form fiction: scenes, characters, world, plot and foreshadowing.

    Ready to connect

    github.com/exp3/storycanon

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  • stox-mcpMCP serverDev tools

    Percentile fingerprints, curated peers, theme clusters & market-stress context for US stocks.

    Ready to connect

    github.com/nirajagarwal/stox-mcp

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  • strategy-labMCP serverDev tools

    Stress-test lowcap, perp and LP strategies. Returns the full distribution and a reproduction seed.

    Ready to connect

    github.com/kellyruns/kellyruns

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  • string-dbMCP serverDev tools

    STRING protein-protein interaction networks across ~12k organisms

    Ready to connect

    github.com/pipeworx-io/mcp-string-db

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  • student-loanMCP serverDev tools

    Free, keyless federal student-loan math: RAP, IBR, ICR, PSLF. Logged+cited tier: verified-engine

    Ready to connect

    github.com/finology-tech/finology-mcp

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  • studiepoint-aiMCP serverDev tools

    300+ African scholarships, GPA conversion & 1,700+ visa routes for postgrad students.

    Ready to connect

    github.com/chinedum-okoli/studiepoint-ai

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  • studio-ghibliMCP serverDev tools

    Studio Ghibli fan API (films, people, locations, species, vehicles)

    Ready to connect

    github.com/pipeworx-io/mcp-studio-ghibli

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  • studio-signalMCP serverDev tools

    AI-powered media & entertainment intelligence — research, briefs, and market data.

    Ready to connect

    github.com/vfxprojoe/studiosignal

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  • stylemcpMCP serverDev tools

    Brand rules for AI outputs. Validate and rewrite text to match your brand voice.

    github.com/3dunlmtd/stylemcp

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  • subgraph-registry-mcpMCP serverDev tools

    Discover and query 15,500+ classified subgraphs on The Graph Network

    github.com/paulieb14/subgraph-registry

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  • subnet-calculator-mcpMCP serverDev tools

    Calculates IPv4 subnet information from an IP address and CIDR prefix or dotted decimal subnet mask

    Ready to connect

    github.com/zekerutledge/subnet-calculator-mcp

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  • sudhanva-public-profileMCP serverDev tools

    Read Sudhanva Narayana's public profile, production ML case studies, and technical writing.

    Ready to connect

    github.com/nsudhanva/sudhanva.me

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  • suframa-mcpMCP serverDev tools

    Looks up a company's status at Suframa (Manaus Free Trade Zone) from the CNPJ. Platform-hosted, no c

    Ready to connect

    github.com/mcp-dir/suframa-mcp

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  • suioracleMCP serverDev tools

    SUIOracle - 12 Sui tools: objects, modules, validators, gas, Cetus DEX, NFTs.

    Ready to connect

    github.com/tooloracle/suioracle

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  • sunrisesunsetMCP serverDev tools

    Sunrise-Sunset MCP — wraps the sunrisesunset.io API (free, no auth)

    Ready to connect

    github.com/pipeworx-io/mcp-sunrisesunset

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  • superheroMCP serverDev tools

    Superhero MCP — wraps akabab.github.io/superhero-api (free, no auth)

    Ready to connect

    github.com/pipeworx-io/mcp-superhero

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  • superlogica-mcpMCP serverDev tools

    Superlógica condo ERP for AI: billing, delinquency, expenses, statements and bookings.

    Ready to connect

    github.com/mcp-dir/superlogica-mcp

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  • supportsheepMCP serverDev tools

    Remote MCP server for supportsheep: run AI interviews and manage support content for your blog.

    Ready to connect

    github.com/pooriaarab/supportsheep

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  • susep_administradores-mcpMCP serverDev tools

    SUSEP: Administradores, official-source lookup. Platform-hosted, pay per query with prepaid credit.

    Ready to connect

    github.com/mcp-dir/susep_administradores-mcp

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  • susep_corretores-mcpMCP serverDev tools

    SUSEP: Corretores, official-source lookup. Platform-hosted, pay per query with prepaid credit.

    Ready to connect

    github.com/mcp-dir/susep_corretores-mcp

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  • susep_empresas-mcpMCP serverDev tools

    SUSEP: Empresas, official-source lookup. Platform-hosted, pay per query with prepaid credit.

    Ready to connect

    github.com/mcp-dir/susep_empresas-mcp

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  • suzuri-mcpMCP serverDev tools

    Official remote MCP server for SUZURI.

    Ready to connect

    github.com/pepabo/suzuri-mcp

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  • swapiMCP serverDev tools

    SWAPI MCP — wraps the Star Wars API (swapi.dev, free, no auth)

    Ready to connect

    github.com/pipeworx-io/mcp-swapi

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  • swapi-mcpMCP serverDev tools

    MCP server for SWAPI API

    github.com/abhishekjkrsna/swapi-mcp

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  • swisscoMCP serverDev tools

    Swiss company data: Zefix register, SHAB gazette, simap tenders, FINMA, GLEIF and ARAMIS

    github.com/prospex-ch/swissco-cli

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  • swisstransportMCP serverDev tools

    Swiss Transport MCP — wraps Transport Open Data API (free, no auth)

    Ready to connect

    github.com/pipeworx-io/mcp-swisstransport

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  • swopMCP serverDev tools

    Swop.id profiles, wallet addresses, and live prediction markets with real-time prices.

    Ready to connect

    github.com/travisswop/swop-mcp

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  • symbols-of-wealth-studioMCP serverDev tools

    World-class creative social media content studio, powered by AI.

    Ready to connect

    github.com/lisleabrahams/symbols-of-wealth-studio-mcp

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  • symmapMCP serverDev tools

    SymMap v2 — Traditional Chinese Medicine association graph from symmap.org

    Ready to connect

    github.com/pipeworx-io/mcp-symmap

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  • synapse-network-mcp-serverMCP serverDev tools

    Synapse Network MCP paid API calls via discover_services; not Synapse.org/Sage Bionetworks Synapse.

    Ready to connect

    github.com/synapsenetworkai/synapse-network-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.

8,289 of the 11,405 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