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AI & models MCP servers.

2,166 AI & models MCP servers, including context7, agent-device and mockserver, are listed on ahel today. Each one has a page of its own that says what it does and whether ahel can serve it in Claude, Claude Code, ChatGPT, Codex and Cursor.

Category: AI & models

2,166 results · page 3 of 73

  • meaning-modelMCP serverAI & models

    Revisable general-purpose models with opt-in story and ideation add-ons. Rust engine required.

    github.com/emergent-wisdom/meaning-model2k weekly_downloads

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  • hunchMCP serverAI & models

    Lets your agent store and recall team notes like decisions, bugs, rules, and project status.

    github.com/davesheffer/hunch2k weekly_downloads

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  • blitzMCP serverAI & models

    Lets your AI agent build, run, and control iOS and macOS apps on a Mac.

    ★ 2k

    github.com/blitzdotdev/blitz-mac

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  • outlitMCP serverAI & models

    Lets your agent see live customer details so it can handle support questions and sales follow-ups automatically.

    Ready to connect

    github.com/outlitai/outlit-sdk2k weekly_downloads

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  • opentakeoffMCP serverAI & models

    Lets your agent measure and count items on construction plan drawings, then export the results.

    ★ 146

    github.com/kentucky-ai/opentakeoff2k weekly_downloads

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  • matlab-mcp-serverMCP serverAI & models

    Lets your agent run MATLAB code, tests, and analysis through a matlab mcp server.

    ★ 2k

    github.com/matlab/matlab-mcp-server

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  • pincushionMCP serverAI & models

    Lets your agent read stakeholder feedback pinned on your live app and fix the issues.

    github.com/jcooley8/pincushion2k weekly_downloads

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  • mcp-windbgMCP serverAI & models

    Lets your agent analyze Windows crash dumps using WinDbg MCP commands to find why a program crashed.

    ★ 2k

    github.com/svnscha/mcp-windbg

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  • arkgateMCP serverAI & models

    Stops your agent from saving code changes that break Python imports, so bad files never reach your repo.

    github.com/pedroknigge/arkgate2k weekly_downloads

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  • nugetMCP serverAI & models

    Lets your agent search NuGet packages and check versions using a nuget mcp server.

    ★ 2k

    github.com/nuget/home

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  • scoutMCP serverAI & models

    Coordinate local coding agents and track handoffs. For high-trust developer pilots.

    github.com/oscout/scout1k weekly_downloads

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  • ros-mcp-serverMCP serverAI & models

    Lets your AI agent control ROS robots by sending commands and reading sensor data.

    ★ 1k

    github.com/robotmcp/ros-mcp-server

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  • tachibot-mcpMCP serverAI & models

    Lets your agent run tasks across multiple AI models using ready-made workflow templates.

    github.com/bypawel/tachibot-mcp1k weekly_downloads

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  • marrowMCP serverAI & models

    Lets your agent record task results, verify they were completed properly, and report status across many running agents.

    github.com/getmarrow/marrow-mcp1k weekly_downloads

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  • qaMCP serverAI & models

    QA platform for agents: coverage signals, in-repo test plans, verified tests and release governance.

    Ready to connect

    github.com/testchimp/testchimp-mcp-client1k weekly_downloads

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  • splitwise-mcpMCP serverAI & models

    Lets your agent manage shared expenses in Splitwise, add bills, and settle up with friends.

    github.com/chrischall/splitwise-mcp1k weekly_downloads

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  • pm-claude-skillsMCP serverAI & models

    Lets your agent search and fetch a large library of ready-made professional skills and workflow recipes.

    ★ 1k

    github.com/mohitagw15856/pm-claude-skills

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  • dsh-skills-anywhereMCP serverAI & models

    Lets your agent find and load reusable skills from local folders and Git repositories.

    github.com/noteflowai/dsh-skills-anywhere1k weekly_downloads

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  • nx-consoleMCP serverAI & models

    Lets your agent read and run tasks in Nx monorepo projects.

    ★ 1k

    github.com/nrwl/nx-console

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  • bernsteinMCP serverAI & models

    Lets your agent record tamper-proof run receipts and log activity for auditing and compliance.

    ★ 1k

    github.com/sipyourdrink-ltd/bernstein26 weekly_downloads

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  • klypix-mcpMCP serverAI & models

    Gives multiple coding agents a shared, versioned memory of project decisions so they stay coordinated.

    github.com/dahshanlabs/klypix-mcp1k weekly_downloads

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  • OverwingMCP serverAI & models

    Lets your agent check its own text output against guardrails and get a pass, fail, or review verdict.

    Ready to connect

    github.com/frod27/overwing-mcp1k weekly_downloads

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  • godot-mcp-runtimeMCP serverAI & models

    Lets your agent edit, run, and play-test games built in the Godot engine without extra plugins.

    ★ 83

    github.com/erodenn/godot-mcp-runtime1k weekly_downloads

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  • veraxMCP serverAI & models

    The body an agent asks before it acts: decide, approve, and keep a signed record on your machine.

    github.com/verax-ai/verax1k weekly_downloads

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  • context-doctorMCP serverAI & models

    Analyzes your agent's chat history to show how tokens are used and find wasted context.

    github.com/kushalp1/context-doctor1k weekly_downloads

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  • FireCMS CloudMCP serverAI & models

    Lets your agent manage Firestore databases, including collections, schemas, and users through FireCMS.

    Ready to connect★ 1k

    github.com/firecmsco/firecms260 weekly_downloads

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  • supercompressMCP serverAI & models

    Lets your agent shrink coding context by about 64% to fit more work in the model's memory.

    Ready to connect★ 105

    github.com/supercompress/supercompress1k weekly_downloads

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  • tappMCP serverAI & models

    Lets your agent test iOS, Android, and web apps by exploring them automatically, replaying test flows, and gating CI.

    github.com/aarwitz/tapp1k weekly_downloads

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  • diffciMCP serverAI & models

    Lets your agent check which tests need running based on recent code changes before validating a build.

    Ready to connect

    github.com/diffci/diffci.com1k weekly_downloads

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  • anki-mcp-serverMCP serverAI & models

    Lets your agent create, search, and review Anki flashcards.

    1k weekly_downloads

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