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.

6,661 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A
    security
    A
    license
    A
    quality
    An MCP server that integrates with Recraft AI to enable generation and manipulation of high-quality raster and vector images through tools like image generation, editing, vectorization, background removal, and upscaling.
    Last updated -
    9
    227
    6
    TypeScript
    MIT License
  • -
    security
    F
    license
    -
    quality
    A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.
    Last updated -
    Python
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A BM25-based MCP server that enables document search and retrieval across structured domains of knowledge content, allowing Claude to search and reference documentation when answering questions.
    Last updated -
    TypeScript
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Basic Memory is a knowledge management system that allows you to build a persistent semantic graph from conversations with AI assistants. All knowledge is stored in standard Markdown files on your computer, giving you full control and ownership of your data. Integrates directly with Obsidan.md
    Last updated -
    9
    1,033
    Python
    AGPL 3.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    An MCP server implementation built to interact with Confluent Kafka and Confluent Cloud REST APIs.
    Last updated -
    24
    110
    71
    TypeScript
    MIT License
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    A
    license
    A
    quality
    A server that enables generating videos from static images using Vidu's AI models, with features for image-to-video conversion, task monitoring, and image uploading.
    Last updated -
    3
    2
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Hey @roocode community! I'm thrilled to share a project born from my work with Roocode and the vision of an AI-powered development team: the Anubis MCP Server! This system is heavily inspired by Roocode and designed to orchestrate an AI development workflow based on agile methodology. It simulates
    Last updated -
    16
    1,074
    86
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Python MCP server that allows programmatic interaction with YggTorrent, enabling torrent search, details retrieval, and magnet link generation without exposing your Ygg passkey.
    Last updated -
    4
    11
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that provides AI assistants with access to Glean's enterprise knowledge features, including content search, people directory, and AI chat capabilities.
    Last updated -
    3
    525
    38
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A MCP server that bridges LLMs with GitHub repository management, enabling automated analysis of pull requests, issue management, tag creation, and release management through natural language.
    Last updated -
    9
    4
    Python
    Apache 2.0
  • A
    security
    F
    license
    A
    quality
    Allows AI assistants to access and analyze your Cursor conversation history, enabling personalized coding assistance based on your actual development patterns.
    Last updated -
    8
    90
    8
    TypeScript
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A comprehensive Model Context Protocol server providing access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools from the PubChem database.
    Last updated -
    30
    12
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    Mcp Server For Doc / Cli / Sdk Integration related to Intlayer i18n solution & CMS
    Last updated -
    182
    TypeScript
    Apache 2.0
  • -
    security
    F
    license
    -
    quality
    A multi-document RAG engine server that enables intelligent querying and analysis of PPT documents using the Model Context Protocol (MCP).
    Last updated -
    3
    Python
  • A
    security
    F
    license
    A
    quality
    An MCP server that supercharges AI assistants with powerful tools for software development, enabling research, planning, code generation, and project scaffolding through natural language interaction.
    Last updated -
    11
    48
    TypeScript
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.
    Last updated -
    62
    17
    Python
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Enables language models to fetch and parse standard RSS/Atom feeds and RSSHub content, with multi-instance support to improve retrieval success rates.
    Last updated -
    1
    68
    3
    TypeScript
    Apache 2.0
  • A
    security
    A
    license
    A
    quality
    🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.
    Last updated -
    15
    181
    119
    TypeScript
    MIT License
    • Linux
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
    Last updated -
    25
    112,756
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A collection of MCP servers for Kali Linux that empower AI Agents in reverse engineering and security testing, providing network analysis, target sniffing, traffic analysis, binary understanding, and automation capabilities.
    Last updated -
    15
    Python
    Apache 2.0
    • Linux
  • -
    security
    F
    license
    -
    quality
    An MCP Server that enables interaction with Maharashtra's Motor Vehicle Department API, allowing users to access transportation-related services through natural language requests.
    Last updated -
    Python
  • -
    security
    F
    license
    -
    quality
    An MCP server that enables interaction with the Transport Department of Puducherry's API services through natural language, providing access to transportation-related data and operations.
    Last updated -
    Python
  • -
    security
    F
    license
    -
    quality
    A Multi-Agent Conversation Protocol server that enables interaction with Rajasthan Transport Department's API, allowing access to vehicle and driver-related services through natural language.
    Last updated -
    Python
  • A
    security
    A
    license
    A
    quality
    An adaptation of the MCP Sequential Thinking Server designed to guide tool usage in problem-solving. This server helps break down complex problems into manageable steps and provides recommendations for which MCP tools would be most effective at each stage.
    Last updated -
    1
    1,055
    221
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    Guides problem-solving by breaking down complex problems into steps and recommending appropriate MCP tools for each stage, with confidence scores and rationales for tool suggestions.
    Last updated -
    1
    1,055
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server for sending messages via WeCom bots using FastMCP, supporting asynchronous communication and message tracking through webhooks.
    Last updated -
    3
    44
    Python
    MIT License
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    Model Context Protocol (MCP) server for the Royal Spanish Academy (RAE) API. It allows language models to interact with RAE's dictionary and linguistic resources.
    Last updated -
    1
    Go
  • A
    security
    A
    license
    A
    quality
    AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages.
    Last updated -
    29
    64
    Python
    Apache 2.0
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    🪄 MCP server for programmatic creation and management of n8n workflows. Enables AI assistants to build, modify, and manage workflows without direct user intervention through a comprehensive set of tools and resources for interacting with n8n's REST API.
    Last updated -
    10
    34
    46
    TypeScript
    MIT License
    • Linux