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.

5,983 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
    Last updated -
    1
    5
    TypeScript
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that enables standardized interaction with Azure Health Data Services FHIR servers, allowing healthcare data operations through MCP tools.
    Last updated -
    1
    7
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A bridge between iOS simulators and the Model Context Protocol, enabling programmatic control of iOS simulators through standardized communication interfaces.
    Last updated -
    25
    TypeScript
    MIT License
    • 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
    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
  • -
    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

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • -
    security
    A
    license
    -
    quality
    An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.
    Last updated -
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    F
    license
    -
    quality
    Provides tools for listing and querying Azure resources directly from any MCP client, allowing you to efficiently browse your Azure infrastructure and analyze costs without leaving your workflow.
    Last updated -
    Python
    • Apple
    • Linux
  • A
    security
    F
    license
    A
    quality
    Provides a scalable knowledge graph implementation for Model Context Protocol using Elasticsearch, enabling AI models to store and query information with advanced search capabilities, memory-like behavior, and multi-zone architecture.
    Last updated -
    17
    6
    TypeScript
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that allows generating outlines and presentations with cappt.cc, featuring tools for creating presentations from outlines and prompts for generating standard outlines.
    Last updated -
    1
    1
    Python
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Enables integration with OpenMetadata by wrapping its REST API for standardized interaction through the Model Context Protocol.
    Last updated -
    6
    2
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    A TypeScript-based server that enables Cursor editor to interact with Jira tickets for viewing, creating, commenting on, and updating tickets directly from the editor.
    Last updated -
    7
    TypeScript
    GPL 2.0
  • A
    security
    A
    license
    A
    quality
    An MCP server that enables Claude to interact with Tembo Cloud platform API, allowing users to manage Tembo Cloud resources through natural language.
    Last updated -
    10
    7
    TypeScript
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that interfaces with Biomart databases, allowing models to discover biological datasets, explore attributes/filters, retrieve biological data, and translate between different biological identifiers.
    Last updated -
    8
    5
    Python
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.
    Last updated -
    1
    Python
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Implements Model Context Protocol (MCP) to enable interaction with CODING DevOps platform through standardized interfaces for managing projects and work items.
    Last updated -
    6
    1
    TypeScript
    MIT License
  • A
    security
    A
    license
    A
    quality
    A server monitoring and inspection tool collection that provides remote utilities for checking network interfaces, service statuses, and firewall configurations on servers.
    Last updated -
    19
    11
    Python
    MIT License
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
    Last updated -
    3
    1
    Python
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.
    Last updated -
    10
    Python
    MIT License
  • A
    security
    A
    license
    A
    quality
    A lightweight, centralized control plane server that enables management of multiple Kubernetes clusters simultaneously, supporting context switching and CRUD operations on common Kubernetes resources.
    Last updated -
    89
    10
    Python
    Apache 2.0
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    A comprehensive system for managing AI-assisted agile development workflows with a modern, resource-based API using FastMCP.
    Last updated -
    13
    Python
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    Provides a one-stop automated solution for Android APK security analysis by integrating tools like JEB, JADX, APKTOOL, FlowDroid, and MobSF into unified MCP standard API interfaces.
    Last updated -
    28
    Python
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    A custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.
    Last updated -
    1
    2
    JavaScript
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.
    Last updated -
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    Enables LLMs to interact with Dify AI's chat completion API, including conversation context support and a restaurant recommendation tool.
    Last updated -
    10
    JavaScript
    MIT License
  • -
    security
    A
    license
    -
    quality
    A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
    Last updated -
    18
    Python
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A server that enables programmatic interaction with an already running Abaqus/CAE GUI application, allowing users to execute Python scripts and retrieve message logs through the Model Context Protocol (MCP).
    Last updated -
    37
    Python
    MIT License
  • -
    security
    A
    license
    -
    quality
    An integration server implementing the Model Context Protocol that enables LLM applications to interact with Milvus vector database functionality, allowing vector search, collection management, and data operations through natural language.
    Last updated -
    133
    Python
    Apache 2.0
    • Apple
  • -
    security
    A
    license
    -
    quality
    A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.
    Last updated -
    9
    Python
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables Claude AI to interact with Xano databases, providing comprehensive database operations, file management, and request history tracking through a standardized interface.
    Last updated -
    Python
    MIT License
    • Linux
    • Apple