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  • A
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    A local vector database system that provides LLM coding agents with fast, efficient semantic search capabilities for software projects via the Message Control Protocol.
    7
    MIT
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    license
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    quality
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    maintenance
    Enables an MCP-compatible AI client to author Blender Python, run Blender, import the resulting asset into Unity with materials and a prefab, place it in the active scene, verify the import, and revise the same asset using stable IDs.
    69
    2
    MIT
  • A
    license
    A
    quality
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    maintenance
    A comprehensive MCP server providing tools for AI agents to interact with code, including reading symbols, importing modules, replacing text, and sending OS notifications.
    3
    49 npm
    10
    MIT
  • A
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    Enables MCP clients such as Claude Desktop or Cursor to inspect a coffee-shop sales database schema, validate SQL, and run guarded read-only queries. It supports natural-language questions by exposing tools for schema description, SQL checking, and safe query execution.
    MIT
  • F
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    Integrates ElevenLabs Text-to-Speech capabilities with Cursor through the Model Context Protocol, allowing users to convert text to speech with selectable voices within the Cursor editor.
    1
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  • A
    license
    A
    quality
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    maintenance
    Ephemeral MicroVM-isolated code execution for AI agents. Run Python, Node, or bash β€” fresh hardware-isolated VM per call, hard-purged after. No state persists between calls.
    1
    849 npm
    MIT
  • A
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    A
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    Enables users to create, inspect, analyze, format, and chart Excel workbooks by having the client LLM write Python that runs in a fresh, network-restricted Docker container. Exposes a single execute_python tool with access to openpyxl, pandas, numpy, and matplotlib, persisting files between calls.
    1
    MIT
  • A
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    A
    quality
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    maintenance
    MCP bridge between an AI assistant and the Godot editor, enabling control via 6 tools (call methods, run GDScript, screenshots, etc.) over WebSocket.
    10
    18 npm
    3
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables AI coding agents and IDEs to lint, compile, syntax-check, and simulate Verilog/SystemVerilog designs through structured, token-efficient MCP tools with isolated containerized toolchains.
    4
    21 npm
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    A production-grade MCP server providing a persistent Python REPL with multi-session support, sandboxing, and timeout protection, enabling LLM agents to execute Python code across multiple turns with variables that persist between calls.
    12
    31 PyPI
    1
    MIT
  • A
    license
    A
    quality
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    maintenance
    A demonstration server that reveals security risks by accessing sensitive environment variables, illustrating how MCP tools can potentially leak user data without explicit consent.
    1
    8
    MIT
  • A
    license
    A
    quality
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    maintenance
    MCP server that exposes Ansible modules to AI agents with a search-schema-check-execute workflow, enabling safe ad-hoc runs via check mode by default. It provides tools to search modules, fetch schemas, run modules, and list collections.
    5
    3
    Apache 2.0
  • F
    license
    A
    quality
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    maintenance
    Provides AI assistants with live access to a Gerbil Scheme environment to evaluate expressions, look up module exports, and check syntax. It enables real-time interaction with the gxi runtime for macro expansion and symbol searching.
    6
    1
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  • A
    license
    A
    quality
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    maintenance
    MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs.
    1
    32 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables integration between SAP HANA Cloud Database and Cursor IDE through the Model Context Protocol, providing standardized interfaces for managing ML models and execution contexts.
    9
    685 npm
    75
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables Claude to model 3D-printable parts by running Python scripts in a headless FreeCAD instance and exporting STL/3MF/STEP files. It also lets Claude visually inspect renders, check mesh integrity and overhang printability, measure volume and estimated mass, and open results in a slicer before printing.
    10
    MIT
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    license
    B
    quality
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    maintenance
    Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.
    3
    11
    MIT
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    quality
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    Enables AI assistants to interact with Interactive Brokers trading accounts to retrieve market data, check positions, and place trades. Includes pre-configured IB Gateway and handles OAuth authentication automatically.
    14
    138 npm
    228
    MIT
  • A
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    quality
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    Exposes TypeScript Language Server Protocol functionality to AI agents, enabling them to query types at specific positions, find definitions and references, get diagnostics, run type tests, and type-check inline code just like in an IDE.
    9
    297 npm
    3
    MIT
  • A
    license
    B
    quality
    Not graded
    maintenance
    A bridge between Unity and AI assistants that enables AI to interact with Unity game environments through a standardized interface for code execution, scene analysis, and runtime debugging.
    3
    42 npm
    7
    MIT
  • A
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    quality
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    A bridge between Figma designs and React implementations that enables pixel-perfect conversion of Figma designs into React applications by processing Figma file data into React-friendly format.
    5
    2,341 npm
    2
    ISC