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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

4,669 results · page 101 of 156

  • mansa-african-identityMCP serverDev tools

    African bank & SWIFT codes, NUBAN resolution, mobile networks, holidays and ISO 4217 currencies.

    Ready to connect

    github.com/heyzod/mansa-african-identity-mcp

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  • mansa-african-marketsMCP serverDev tools

    Live African stock market data — NGX, GSE, NSE, JSE, BRVM and 8 more. Prices, indices and movers.

    Ready to connect

    github.com/heyzod/mansa-african-markets-mcp

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  • mapboxMCP serverDev tools

    Mapbox geocode, directions, matrix, isochrones, map-matching, tilequery, static URL.

    Ready to connect

    github.com/pipeworx-io/mcp-mapbox

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  • mapillaryMCP serverDev tools

    Mapillary MCP — wraps the Mapillary Graph API (graph.mapillary.com)

    Ready to connect

    github.com/pipeworx-io/mcp-mapillary

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  • mapsMCP serverDev tools

    Ask in plain English, get a rendered, shareable map from live public data. 24 geospatial tools.

    Ready to connect

    github.com/frankaiuser/showmeonmap

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  • marineMCP serverDev tools

    Marine MCP — wraps marine-api.open-meteo.com (free, no auth)

    Ready to connect

    github.com/pipeworx-io/mcp-marine

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  • market-recapMCP serverDev tools

    Market Recap MCP — a one-call 'what happened in markets' snapshot.

    Ready to connect

    github.com/pipeworx-io/mcp-market-recap

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  • market-spreadMCP serverDev tools

    market-spread MCP — cross-venue prediction-market landscape scanner.

    Ready to connect

    github.com/pipeworx-io/mcp-market-spread

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  • marketdata-appMCP serverDev tools

    Market Data App MCP — wraps the Market Data App API (marketdata.app)

    Ready to connect

    github.com/pipeworx-io/mcp-marketdata-app

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  • marketing-engineMCP serverDev tools

    AI marketing — content generation, competitor analysis, social publishing.

    Ready to connect

    github.com/albermm/piranha-marketing

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  • marketing-mcpMCP serverDev tools

    Read-only ROSCA and savings-circle answers and calculators, from Wiremi's public facts.

    Ready to connect

    github.com/wiremem/backend-v2

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  • marketplaceMCP serverDev tools

    Buy, sell and bid on vote-escrow NFTs and .base.eth names. Non-custodial, settles on Seaport.

    Ready to connect

    github.com/carbonmark/market0x

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  • mast-nasaMCP serverDev tools

    MAST (Mikulski Archive for Space Telescopes) — Hubble/JWST/Kepler/TESS

    Ready to connect

    github.com/pipeworx-io/mcp-mast-nasa

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  • matchcvMCP serverDev tools

    ATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.

    github.com/18boys/matchcv-mcp

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  • materialsMCP serverDev tools

    Materials MCP — computed (DFT) materials structures & thermodynamic properties.

    Ready to connect

    github.com/pipeworx-io/mcp-materials

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  • mathjsMCP serverDev tools

    Math.js MCP — wraps the mathjs.org API (free, no auth)

    Ready to connect

    github.com/pipeworx-io/mcp-mathjs

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  • matomoMCP serverDev tools

    MCP server for matomo

    Ready to connect

    github.com/pipeworx-io/mcp-matomo

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  • maven-centralMCP serverDev tools

    Maven Central MCP — Java/JVM artifact registry

    Ready to connect

    github.com/pipeworx-io/mcp-maven-central

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  • mbtaMCP serverDev tools

    MBTA MCP — Boston real-time transit via the MBTA v3 API (api-v3.mbta.com)

    Ready to connect

    github.com/pipeworx-io/mcp-mbta

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  • mcp-acedatacloudMCP serverDev tools

    Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usage, keys & orders

    Ready to connect

    github.com/acedatacloud/acedatacloudmcp

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  • mcp-agrus-aiMCP serverDev tools

    AI consulting agency for regulated industries. Scope a PoC, query compliance, request a proposal.

    Ready to connect

    github.com/phwizard/mcp-agrus-ai

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  • mcp-aides-socialesMCP serverDev tools

    API MCP developpeurs: RSA, prime d'activite, APL/ALS. Calculs via OpenFisca (AGPL-3.0).

    Ready to connect

    github.com/audescs-spec/mcp-aides-sociales

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  • mcp-automationsMCP serverDev tools

    Summarize URLs, repurpose content, daily news digests, find competitors. Cost telemetry built in.

    Ready to connect

    github.com/wzltmp/mcp-automations

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  • mcp-avito-adsMCP serverDev tools

    MCP server for the Avito Ads API: campaigns, ad groups, creatives, statistics and balances.

    github.com/a1-x-tech/mcp-avito-ads

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  • mcp-baserow-schemaMCP serverDev tools

    Generic Baserow API client MCP server with automatic 2FA (TOTP) auth and OpenAPI validation.

    github.com/aficiomaquinas/mcp-baserow-schema

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  • mcp-compteparticulierMCP serverDev tools

    Guides de connexion aux espaces clients français de compteparticulier.com (MCP, lecture seule).

    Ready to connect

    github.com/waddou/mcp-compteparticulier

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  • mcp-despensa-hubMCP serverDev tools

    Memória de consumo: lista de compras, cupom fiscal e o que está faltando na despensa.

    Ready to connect

    github.com/cristianosantana/mcp-despensa-hub

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  • mcp-eurlexMCP serverDev tools

    Eurlex MCP client: Access EU law & Official Journal. https://www.lexsocket.ai/

    Ready to connect

    github.com/lexsocket/mcp-eurlex

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  • mcp-face-transformMCP serverDev tools

    AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon, liveness

    Ready to connect

    github.com/acedatacloud/facetransformmcp

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  • mcp-factoryMCP serverDev tools

    에이전트에게 팔리는 MCP 도구를 반복 생산·측정·폐기하는 공장. 첫 도구: 한국 영업일 계산.

    Ready to connect

    github.com/tmdrb625-wq/mcp-factory

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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.

8,176 of the 11,281 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