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.

X
10,743 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Square Model Context Protocol Serverofficial

    square
    A
    security
    -
    license
    A
    quality
    Enables AI assistants to interact with Square's Connect API through the Model Context Protocol standard, allowing for operations like managing customers, processing payments, and handling inventory.
    Last updated -
    3
    26
    78
    Apache 2.0

  • @lex-tools/codebase-context-dumperofficial

    lex-tools
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).
    Last updated -
    1
    24
    2
    Apache 2.0

  • Custom Context MCP Server

    omer-ayhan
    A
    security
    -
    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

  • Context Continuation MCP Server

    core3-coder
    A
    security
    -
    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

  • MCP Project Context Server

    aaronfeingold
    A
    security
    -
    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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • URL-Context-MCP MCP

    nanameru
    A
    security
    -
    license
    A
    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

  • Context MCP Server

    LangGPT
    A
    security
    -
    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

  • MCP File Context Server

    bsmi021
    A
    security
    -
    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

  • Context Optimizer MCP Server

    malaksedarous
    A
    security
    -
    license
    A
    quality
    Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.
    Last updated -
    5
    32
    45
    TypeScript
    MIT License

  • Code Context Provider MCP

    AB498
    A
    security
    -
    license
    A
    quality
    Provides code context and analysis for AI assistants by extracting directory structures and code symbols using WebAssembly Tree-sitter parsers with zero native dependencies.
    Last updated -
    1
    43
    18
    MIT License
    • Linux
    • Apple

  • context-awesome

    bh-rat
    A
    security
    -
    license
    A
    quality
    Give your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.
    Last updated -
    2
    15

  • NPM Context Agent MCP

    JuanSebastianGB
    A
    security
    -
    license
    A
    quality
    Provides comprehensive contextual information about npm packages including README files, versions, dependencies, download statistics, and search functionality. Enables users to explore and analyze npm packages through natural language queries with intelligent GitHub README fetching and branch fallback.
    Last updated -
    6

  • Ragie Model Context Protocol Server

    ragieai
    A
    security
    -
    license
    A
    quality
    An MCP server that enables AI models to retrieve information from Ragie's knowledge base through a simple 'retrieve' tool.
    Last updated -
    49
    75
    MIT License
    • Apple

  • llm-context

    cyberchitta
    A
    security
    -
    license
    A
    quality
    Share code context with LLMs via MCP or clipboard
    Last updated -
    6
    277
    Apache 2.0
    • Apple
    • Linux

  • Semantic Context MCPofficial

    semanticintent
    -
    security
    -
    license
    -
    quality
    Enables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.
    Last updated -
    1
    MIT License

  • Claude Context Local

    FarhanAliRaza
    -
    security
    -
    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

  • Context Engineering MCP Platform

    devsully
    -
    security
    -
    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

  • CTX: Context as Code (CaC) tool

    context-hub
    -
    security
    -
    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

  • Context Engineering MCP Platform

    ShunsukeHayashi
    -
    security
    -
    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

  • Model Context Protocol Server

    kanwardeep007
    -
    security
    -
    license
    -
    quality
    An MCP server for integrating AI models with client applications, allowing for structured interactions with APIs using command-line arguments for authentication and configuration.
    Last updated -
    994

  • Context Pods

    conorluddy
    -
    security
    -
    license
    -
    quality
    Context-Pods is a comprehensive development framework for creating, testing, and managing Model Context Protocol (MCP) servers. It provides a Meta-MCP Server that can generate other MCP servers through natural language descriptions or by wrapping existing scripts.
    Last updated -
    35

  • Model Context Protocol Server

    BilgisayarKavramlari
    -
    security
    -
    license
    -
    quality
    A stateful gateway server for AI applications that solves the memory limitations of Large Language Models by maintaining separate conversation contexts for each user.
    Last updated -
    14

  • YNAB MCP Server

    chrisguidry
    -
    security
    -
    license
    -
    quality
    An MCP server that provides Large Language Models with access to YNAB (You Need A Budget) budgets, allowing them to fetch budget data including accounts, categories, and category groups.
    Last updated -
    5

  • Custom Context MCP Server

    jiliangmason
    -
    security
    -
    license
    -
    quality
    A FastMCP-based server that supports SSE real-time event streaming and tool calling, with features for text-to-JSON conversion and grouping text by JSON templates.
    Last updated -
    MIT License

  • Model Context Protocol Server

    -
    security
    -
    license
    -
    quality
    A Kubernetes-deployed server for the Model Context Protocol that enables secure communication with configurable environment variables, health monitoring, and scalable deployment on Azure Kubernetes Service.

  • Role-Specific Context MCP Server

    Chris-June
    -
    security
    -
    license
    -
    quality
    A Model Context Protocol server that enables role-based context management for AI agents, allowing users to establish specific instructions, maintain partitioned memory, and adapt tone for different agent roles in their system.
    Last updated -
    1

  • Model Context Protocol (MCP) Server

    infinyte
    -
    security
    -
    license
    -
    quality
    A unified API server that enables interaction with multiple AI model providers like Anthropic and OpenAI through a consistent interface, supporting chat completions, tool calling, and context handling.
    Last updated -

  • Model Context Protocol Server

    ashishpatel26
    -
    security
    -
    license
    -
    quality
    A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.
    Last updated -
    28

  • AI Context Memory

    rdone4425
    -
    security
    -
    license
    -
    quality
    An MCP server enabling AI assistants to store, retrieve, and manage contextual information across conversations with features like persistent memory, advanced search, tagging, and privacy controls.
    Last updated -

  • AWS Model Context Protocol Server

    alexei-led
    -
    security
    -
    license
    -
    quality
    A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.
    Last updated -
    164
    MIT License
    • Apple