Skip to main content
Glama

Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

5,951 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A
    security
    F
    license
    A
    quality
    An MCP server that provides comprehensive Excel file operations, data analysis, and visualization capabilities for working with various spreadsheet formats like XLSX, CSV, and JSON.
    Last updated -
    8
    36
    Python
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides tools for reading Excel (xlsx) files, enabling extraction of data from entire workbooks or specific sheets with results returned in structured JSON format.
    Last updated -
    3
    5
    Python
    Apache 2.0
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A template for creating custom tools for Cursor IDE using Model Context Protocol that allows users to deploy their own MCP server to Heroku and connect it to Cursor IDE.
    Last updated -
    2
    1
    Python
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A template for creating custom tools for Cursor IDE using Model Context Protocol (MCP), allowing developers to extend Cursor's functionality with their own server-based tools.
    Last updated -
    11
    2
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Enables Claude to interact with FTP servers through natural language commands, allowing users to list directories, download/upload files, create directories, and delete files/directories on FTP servers.
    Last updated -
    6
    5
    JavaScript
    • Linux
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    A
    license
    A
    quality
    A Claude integration that enables updating various database types (PostgreSQL, MySQL, MongoDB, SQLite) from CSV and Excel files through natural language commands.
    Last updated -
    2
    JavaScript
    Apache 2.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    A simple MCP server that facilitates website fetching through a configurable server platform using stdio or SSE transport, allowing integration with tools like Cursor for streamlined access.
    Last updated -
    2
    23
    Python
    MIT License
  • A
    security
    F
    license
    A
    quality
    Provides a standardized way to integrate Perplexity AI's features like chat, search, and documentation access into MCP-based systems.
    Last updated -
    5
    JavaScript
  • A
    security
    A
    license
    A
    quality
    An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.
    Last updated -
    2
    1
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    This server provides access to the Perplexity AI API, enabling interaction through chatting, searching, and documentation retrieval within MCP-based systems.
    Last updated -
    5
    2
    JavaScript
  • A
    security
    F
    license
    A
    quality
    A MCP Server used to collect MCP Servers over the internet.
    Last updated -
    3
    18
    Python
    • Apple
  • A
    security
    A
    license
    A
    quality
    Facilitates contract and template management for eSignatures, enabling users to create, send, update, and manage contracts and templates with customizable options through a user-friendly interface.
    Last updated -
    13
    10
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    An interface that allows large language models like Claude to interact with ActivityWatch time tracking data through the Model Context Protocol, enabling queries about application usage, browsing history, and productivity patterns.
    Last updated -
    5
    1
    TypeScript
    MIT License
    • Apple
  • -
    security
    -
    license
    -
    quality
    lets you interact with your meeting data (to list, ask, summarize, extract - virtually anything about your meeting) through Claude’s desktop client across Zoom, Google Meet and MS Teams via tl;dv.
    Last updated -
    TypeScript
  • A
    security
    A
    license
    A
    quality
    A server that enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine to tackle complex reasoning tasks.
    Last updated -
    1
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    Last updated -
    1
    5
    Python
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    Provides a standardized way for MCP clients to interact with Apache Airflow's REST API, supporting operations like DAG management and monitoring Airflow system health.
    Last updated -
    13
    43
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server implementation that enables secure remote command execution via SSH, with features for managing and using SSH credentials.
    Last updated -
    5
    3
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Provides two Model Context Protocol servers that enable controlling IoT devices and managing persistent memory storage with semantic search capabilities.
    Last updated -
    1
    Python
  • A
    security
    A
    license
    A
    quality
    A TypeScript-based server that allows calling other MCP clients from your own MCP client, facilitating task delegation and context window offloading for enhanced multi-agent interactions.
    Last updated -
    3
    14
    JavaScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables Claude to interact directly with Unity projects, providing tools for script creation, asset management, and project building.
    Last updated -
    59
    6
    TypeScript
    MIT License
    • Linux
    • Apple
  • A
    security
    F
    license
    A
    quality
    An MCP server that allows AI assistants and LLMs to interact with the Horizon3.ai API for scheduling pentests, querying results, and automating security workflows through natural language commands.
    Last updated -
    4
    Python
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A server that allows AI tools like Claude and Cursor to automate and control Photoshop through natural language commands, enabling tasks like editing PSDs, toggling layers, and generating marketing creatives.
    Last updated -
    2
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server for integrating with various LLM clients like Claude Desktop.
    Last updated -
    1
    88
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A dedicated server that wraps Google's Gemini AI models in a Model Context Protocol (MCP) interface, allowing other LLMs and MCP-compatible systems to access Gemini's capabilities like content generation, function calling, chat, and file handling through standardized tools.
    Last updated -
    16
    20
    TypeScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
    Last updated -
    2
    26
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides Excel file manipulation capabilities without requiring Microsoft Excel installation, enabling workbook creation, data manipulation, formatting, and advanced Excel features.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced reasoning engine for intricate multi-step reasoning tasks with precision and efficiency.
    Last updated -
    1
    35
    Python
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides development and debugging tools for Expo-based React Native applications, enabling developers to manage Expo servers, capture logs, and manipulate project files.
    Last updated -
    11
    TypeScript