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.

10,362 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • -
    security
    A
    license
    -
    quality
    Claude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.
    Last updated -
    3,844
    MIT License
  • -
    security
    F
    license
    -
    quality
    Give your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.
    Last updated -
    2
    15
  • A
    security
    A
    license
    A
    quality
    Share code context with LLMs via MCP or clipboard
    Last updated -
    6
    277
    Apache 2.0
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    52
    6
    MIT License
    • Apple
    • Linux

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    F
    license
    -
    quality
    This MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AI
    Last updated -
    3
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    A CloudFlare Workers-based MCP server that provides semantic memory and journal capabilities with vector search. Enables users to store, search, and retrieve memories and journal entries using AI-powered semantic similarity without any local setup required.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -
  • -
    security
    F
    license
    -
    quality
    This server provides an API to query Large Language Models using context from local files, supporting various models and file types for context-aware responses.
    Last updated -
    1
  • -
    security
    A
    license
    -
    quality
    Provides persistent tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.
    Last updated -
    13
    Apache 2.0
    • Linux
    • Apple
  • -
    security
    A
    license
    -
    quality
    A static MCP server that helps AI models maintain tool context across chat sessions, preventing loss of important information and keeping conversations smooth and uninterrupted.
    Last updated -
    Apache 2.0
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that provides web content fetching capabilities with robots.txt checking removed, allowing LLMs to retrieve and convert web content to markdown.
    Last updated -
    2
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated -
    40
    1
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides an interface for querying the AtherOS knowledge base through an API, allowing users to create chat sessions and send queries to retrieve information.
    Last updated -
    MIT License
  • -
    security
    F
    license
    -
    quality
    Provides semantic code search capabilities that run 100% locally using EmbeddingGemma embeddings. Enables finding code by meaning across 15 file extensions and 9+ programming languages without API costs or sending code to the cloud.
    Last updated -
    80
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A simple MCP server that can enable MCP clients to query Bluesky instances.
    Last updated -
    27
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    MCP server to provide Jira Tickets information to AI coding agents like Cursor
    Last updated -
    93
    22
    MIT License
  • -
    security
    A
    license
    -
    quality
    MCP server to provide Sketch layout information to AI coding agents like Cursor
    Last updated -
    4
    61
    MIT License
  • -
    security
    A
    license
    -
    quality
    A platform that transforms AI development with intelligent context management, optimization, and prompt engineering, enabling developers to enhance model performance through structured context management and optimization tools.
    Last updated -
    MIT License
  • -
    security
    A
    license
    -
    quality
    CTX is a tool made to solve a big problem when chatting with LLMs like ChatGPT or Claude: giving them enough context about your project.
    Last updated -
    235
    MIT License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    The URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability via the Gemini API. Now also supports optional grounding with Google Search alongside URL Context. The server is designed to follow prompt-only orchestration: con
    Last updated -
    2
    3
    6
  • -
    security
    A
    license
    -
    quality
    A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.
    Last updated -
    1
    MIT License
  • -
    security
    A
    license
    -
    quality
    A development platform that helps AI developers optimize prompts through intelligent context management, providing tools for analysis, optimization, and template management to reduce costs and improve AI response quality.
    Last updated -
    24
    MIT License
  • A
    security
    A
    license
    A
    quality
    Provides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.
    Last updated -
    8
    1
    2
    Apache 2.0
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A persistent memory layer for Claude Code that maintains project information, technology stack, tasks, decisions, and session history between coding sessions, eliminating the need to re-explain project context.
    Last updated -
    9
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that transforms text into structured JSON data using templates with placeholders.
    Last updated -
    2
    1
    MIT License
  • -
    security
    A
    license
    -
    quality
    Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
    Last updated -
    2
    MIT License
  • -
    security
    A
    license
    -
    quality
    An MCP server that provides semantic search over local git repositories, enabling users to clone repositories, process branches, and search code through vectorized code chunks.
    Last updated -
    14
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP server implementation that maximizes Gemini's 2M token context window with tools for efficient context management and caching across multiple AI client applications.
    Last updated -
    27
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
    Last updated -
    6
    5
    30
    MIT License
    • Linux
    • Apple