1MCP
Aggregates multiple MCP servers into a single unified interface, reducing system resource usage and simplifying configuration management with dynamic reloading…
Directory
Search MCP Servers
Azure DevOps MCP Server
An MCP server that enables AI assistants like Claude to interact with Azure DevOps APIs. It supports both Azure DevOps Services (cloud) and Azure DevOps Server…
Airflow MCP Server
[](https://mseep.ai/app/yangkyeongmo-mcp-server-apac…
MCP Servers
Open Source MCP Servers for Scientific Research
CircleCI
Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI agents - no terminal required. The CircleCI MCP Server is a remote…
Gemini MCP Server
Bridges Claude Desktop with Google's Gemini for seamless, configurable image generation via a JSON-RPC protocol that enables direct conversational image…
Inkdrop
Integrates with Inkdrop's note-taking application to enable searching, reading, creating, and updating Markdown notes directly within conversations through…
Grasshopper Parametric Design
Connects Grasshopper parametric design software with Claude through a bidirectional TCP server and Python bridge, enabling natural language control of…
Inkeep
Enables Claude to search and retrieve relevant documentation through Inkeep's RAG API, returning structured citation data for technical support and…
Serverman (Server Manager)
Server that manages Claude's configuration for other MCP servers.
ActivityWatch MCP Server
Integrates with ActivityWatch to enable LLMs to interact with time tracking data, providing tools for listing buckets, executing AQL queries, and retrieving…
mcp-gitlab MCP Server (English)
[中文版](./README.md)  [
GitHub Repo Extractor
Connects to GitHub repositories, enabling natural language queries about code structure, dependencies, and development history.
Rhino3D
Connects Rhino3D to Claude through a WebSocket bridge, enabling AI-assisted 3D modeling capabilities for creating and manipulating geometry, running Python…
Gemini 2.5 Pro
Enables Claude Desktop to interact with Google's Gemini 2.5 Pro model through a TypeScript server with Google Search integration for grounded responses and…
Browser Automation
Enables Claude to automate browser interactions by detecting elements and executing planned actions for website navigation, form filling, and content…
ConnectWise Manage API
Bridges Claude with the ConnectWise Manage API through a SQLite database built from API definitions, enabling natural language search, categorized navigation…
MLflow Prompt Registry
Bridges MLflow's Prompt Registry with Claude Desktop, enabling direct discovery and use of managed prompt templates with variable substitution capabilities.
Claude KVM
🤖 ⚡️ MCP server ( MacOS) — control remote desktops via VNC
PowerShell.MCP
Enables PowerShell console to function as an MCP server for Claude Desktop.
Spotify
Enables Claude to search and retrieve Spotify track, artist, and album information through a local Express.js server leveraging the Spotify Web API for…
Hugging Face Spaces
Connects Claude Desktop to Hugging Face Spaces by automatically discovering and exposing Gradio endpoints as tools, enabling seamless interaction with machine…
Filesystem
Exposes local filesystem as resources to Claude, enabling real-time browsing, reading, and monitoring of files with automatic change detection and .gitignore…
Kubernetes Lens
Bridges Claude with the Kubernetes Lens desktop application through Playwright automation, enabling cluster analysis and management via UI interactions and…