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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11,219 results · page 20 of 374

  • paper-format-agentMCP serverDocs & knowledge

    Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

    ★ 81

    github.com/zxyasfas/paper_format_agent

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  • podman-mcp-serverMCP serverCloud & infra

    A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

    ★ 81

    github.com/manusa/podman-mcp-server

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  • robrainMCP serverDocs & knowledge

    Self-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.

    ★ 81

    github.com/adelinamart/robrain

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  • appsignalMCP serverProductivity

    MCP server for Google Calendar integration with service account support and domain-wide delegation.

    ★ 80

    github.com/pulsemcp/mcp-servers

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  • dabble-meMCP serverSearch

    Private journal MCP server to search, analyze, and create Dabble Me entries securely via OAuth.

    Ready to connect★ 80

    github.com/parterburn/dabble.me

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  • hwatuMCP serverWeb & browsing

    Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.

    ★ 80

    github.com/hongnoul/hwatu

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  • kibanaMCP serverDev tools

    Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack integration

    ★ 80

    github.com/tocharianou/mcp-server-kibana

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  • metro-mcpMCP serverDev tools

    MCP server for React Native/Expo runtime debugging, inspection, and automation via Metro/CDP

    ★ 80

    github.com/steve228uk/metro-mcp

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  • paperbanana-cnMCP serverAI & models

    Generate and evaluate academic diagrams and plots with independent model connections.

    ★ 80

    github.com/mituan-ai/paperbanana-cn

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  • pensyveMCP serverDocs & knowledge

    Universal memory runtime for AI agents — episodic, semantic, and procedural memory.

    Ready to connect★ 80

    github.com/major7apps/pensyve

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  • copilot-money-mcpMCP serverCommerce & finance

    Query and manage Copilot Money personal finances — local reads, opt-in GraphQL writes.

    ★ 79

    github.com/ignaciohermosillacornejo/copilot-money-mcp

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  • logclaw-mcp-serverMCP serverMonitoring & ops

    Connect AI coding tools to LogClaw incidents, logs, and anomaly detections.

    ★ 79

    github.com/logclaw/logclaw

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  • patent-literature-search-mcpMCP serverSearch

    Search 200M+ patents and 216M+ scientific papers using natural language and structured filters.

    ★ 79

    github.com/patsnap/patent-literature-search-mcp

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  • sverkloMCP serverSearch

    Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.

    ★ 79

    github.com/sverklo/sverklo

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  • threadline-mcpMCP serverCommunication

    Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.

    ★ 79

    github.com/sagemindai/instar

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  • picocalc-mcpMCP serverDev tools

    AI assistant access to PicoCalc MicroPython hardware over USB.

    ★ 78

    github.com/lofifren/picocalc

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  • plumb-mcpMCP serverMedia

    Two-way Figma MCP: extract + verify design-to-code, or generate on-brand Figma pages from a prompt.

    ★ 78

    github.com/tathagat22/plumb-mcp

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  • mcp-bearMCP serverDocs & knowledge

    A MCP server for interacting with Bear note-taking software.

    ★ 77caution

    github.com/jkawamoto/mcp-bear

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  • pagerduty-mcpMCP serverDev tools

    PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.

    ★ 77caution

    github.com/pagerduty/pagerduty-mcp-server

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  • redmine-mcp-serverMCP serverDocs & knowledge

    MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

    ★ 77

    github.com/jztan/redmine-mcp-server

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  • stealthy-auto-browseMCP serverWeb & browsing

    Self-hosted MCP server for stealth browser automation with human-like OS-level input.

    ★ 77

    github.com/psyb0t/docker-stealthy-auto-browse

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  • raxolMCP serverDev tools

    Elixir/OTP runtime where every UI component auto-exposes MCP tools; stdio server: mix mcp.server

    ★ 76

    github.com/droodotfoo/raxol

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  • Claude Code Memory (Durafen)MCP serverDocs & knowledge

    A universal semantic indexer providing persistent memory for Claude Code, backed by Qdrant.

    ★ 74

    github.com/durafen/claude-code-memory75 stars

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  • execbroMCP serverMonitoring & ops

    Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots

    ★ 75

    github.com/igorzheludkov/execbro

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  • orionbelt-semantic-layerMCP serverDatabases & data

    API-first semantic layer MCP server compiling YAML models into dialect-specific SQL

    ★ 75

    github.com/ralfbecher/orionbelt-semantic-layer

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  • trvlMCP serverDev tools

    Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.

    ★ 75caution

    github.com/mikkoparkkola/trvl

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  • agentosMCP serverAI & models

    Build and manage policy-compliant AI agents with safety enforcement and compliance checking

    ★ 74caution

    github.com/imran-siddique/agent-os

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  • anki-mcp-server-addonMCP serverDev tools

    Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.

    ★ 74

    github.com/ankimcp/anki-mcp-server-addon

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  • django-orm-lensMCP serverAI & models

    Django ORM static analysis MCP. Models, relations, migrations, indexes, signals, N+1.

    ★ 74

    github.com/frowningdev/django-orm-lens

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  • dependency-management-mcp-serverMCP serverSecurity

    Sonatype component intelligence: versions, security analysis, and Trust Score recommendations

    Ready to connect★ 73

    github.com/sonatype/dependency-management-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.

7,967 of the 11,219 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