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.

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11,204 results · page 3 of 374

  • tolgeeMCP serverSearch

    Lets your agent search translation keys, add translations, and run machine translation in your app's Tolgee project.

    Ready to connect★ 4k

    github.com/tolgee/tolgee-platform

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  • openshortsMCP serverMedia

    Lets your agent cut long videos into short vertical clips and publish them to TikTok, Instagram and YouTube.

    Ready to connect★ 4k

    github.com/mutonby/openshorts

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  • Basic MemoryMCP serverDocs & knowledge

    Lets your agent save notes and facts in a local Markdown knowledge base and recall them later.

    ★ 4k

    github.com/basicmachines-co/basic-memory3k stars

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  • notfairMCP serverSearch

    Lets your agent pull data from ad platforms like Google and Meta Ads plus Google Analytics and Search Console.

    Ready to connect★ 4k

    github.com/nowork-studio/notfair-plugin

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  • notfair-meta-adsMCP serverDev tools

    Lets your agent analyze Facebook and Instagram ad performance, adjust budgets, and pause campaigns.

    Ready to connect★ 4k

    github.com/nowork-studio/toprank

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  • azureMCP serverCloud & infra

    Lets your agent work with Azure cloud services like storage, databases, and deployments.

    ★ 4k

    github.com/microsoft/mcp

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  • dbhubMCP serverDatabases & data

    Lets your agent query and explore PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB databases.

    ★ 4kcaution

    github.com/bytebase/dbhub

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  • mcp-grafanaMCP serverMonitoring & ops

    Lets your agent look up Grafana dashboards and query monitoring data.

    Ready to connect★ 3kcaution

    github.com/grafana/mcp-grafana

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  • revogrid-mcpMCP serverDev tools

    Lets your agent look up RevoGrid DataGrid docs, examples, feature checks, and migration guidance.

    Ready to connect★ 3k

    github.com/revolist/revogrid

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  • BrowserbaseMCP serverWeb & browsing

    Lets your AI drive a real cloud browser: open pages, act on them in plain language, and extract data.

    Ready to connect· 6 tools★ 3k

    github.com/browserbase/mcp-server-browserbase

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  • browserbasehq-mcp-browserbaseMCP serverWeb & browsing

    Lets your agent open and control a cloud web browser to visit sites and automate web tasks.

    Ready to connect★ 3kcaution

    github.com/browserbase/mcp-server-browserbase

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  • semMCP serverAI & models

    Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents

    ★ 3k

    github.com/ataraxy-labs/sem

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  • linq2db.cliMCP serverDatabases & data

    Inspect database schemas and execute SQL queries across multiple database providers with LINQ to DB.

    ★ 3k

    github.com/linq2db/linq2db

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  • radarMCP serverCloud & infra

    Lets your agent diagnose and manage Kubernetes clusters, handle GitOps, and run role-based access-controlled operations.

    ★ 3k

    github.com/skyhook-io/radar

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  • codemasterMCP serverSearch

    Lets your agent browse and search the Claude Code CLI source code, including tools and commands.

    ★ 3k

    github.com/codeaashu/claude-code

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  • socraticodeMCP serverSearch

    Lets your agent index a local codebase and search it by meaning, including code dependency graphs.

    ★ 3k

    github.com/giancarloerra/socraticode

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  • shipswiftMCP serverDev tools

    Lets your agent use ready-made SwiftUI code recipes to build full-stack iOS apps faster.

    Ready to connect★ 3k

    github.com/signerlabs/shipswift

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  • vexaMCP serverProductivity

    Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.

    Ready to connect★ 3k

    github.com/vexa-ai/vexa

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  • argentMCP serverAI & models

    Lets your agent control iOS simulators, Android emulators, TVs and Electron or web apps for testing.

    ★ 3k

    github.com/software-mansion/argent

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  • semioticMCP serverMedia

    Lets your agent generate, validate, and render React charts and repair broken chart code.

    Ready to connect★ 3k

    github.com/nteract/semiotic

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  • edgartoolsMCP serverAI & models

    Lets your agent look up SEC filings and company financial data from EDGAR for free.

    ★ 3k

    github.com/dgunning/edgartools

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  • jcodemunch-mcpMCP serverDev tools

    Lets your agent explore and summarize codebases efficiently, cutting token usage when reading code in 70+ languages.

    ★ 3k

    github.com/jgravelle/jcodemunch-mcp

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  • brightdata-mcpMCP serverSearch

    Lets your agent search the web and extract content from web pages.

    ★ 3k

    github.com/brightdata/brightdata-mcp

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  • tavily-mcpMCP serverSearch

    Lets your agent search the web and pull back relevant results and page content.

    Ready to connect★ 2k

    github.com/tavily-ai/tavily-mcp

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  • paperbananaMCP serverAI & models

    Lets your agent generate academic diagrams and statistical plots from a text description.

    ★ 2k

    github.com/llmsresearch/paperbanana

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  • claude-real-videoMCP serverSearch

    Let any LLM watch a video locally — and search everything it has ever watched.

    ★ 2k

    github.com/huangchihhungleo/claude-real-video

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  • kubernetes-mcp-serverMCP serverCloud & infra

    A Model Context Protocol (MCP) server for Kubernetes and OpenShift

    ★ 2k

    github.com/containers/kubernetes-mcp-server

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  • letsfgMCP serverSearch

    Search and book flights and hotels: hundreds of airlines, plus pay-later hotel rates.

    Ready to connect★ 2k

    github.com/letsfg/letsfg

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  • azure-devopsMCP serverCloud & infra

    The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

    Ready to connect★ 2k

    github.com/microsoft/azure-devops-mcp

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  • mindwtrMCP serverProductivity

    Task and project automation for local Mindwtr data, with read-only self-hosted Cloud access.

    ★ 2k

    github.com/dongdongbh/mindwtr

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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.

7,924 of the 11,204 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