All MCP Servers

MCP (Model Context Protocol) Server. Provides code analysis capabilities using the nuanced library, offering tools for initializing code graphs, exploring function call relationships, analyzing dependencies, and assessing the impact of code changes.

MCP (Model Context Protocol) Server. Integrates Pyodide to enable Python execution in JavaScript environments.

MCP (Model Context Protocol) Server. Maintains a structured knowledge graph of project entities and relationships, enabling users to track progress, manage tasks, monitor milestones, and assess project health through persistent storage and specialized analysis tools.

🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and purchase directly from Claude AI! ✨

MCP (Model Context Protocol) Server. Enables AI interaction with Autodesk Revit models for design assistance, analysis, and BIM workflow integration through a WebSocket connection.

A robust MCP server for automating and monitoring terminal sessions, supporting local shells, SSH connections, background jobs, and automated test assertions.

A benchmark implementation that converts REST APIs from enterprise services like GitLab, Azure, and RocketChat into MCP servers, offering 18,000+ tools for evaluating agent performance.

An MCP server that provides access to Garmin Connect fitness, health, and training data through 61 specialized tools. It enables users to query activities, sleep metrics, and performance stats directly within AI clients like Claude or Cursor.

MCP (Model Context Protocol) Server. Integrates with Apache Doris analytical database system through MySQL protocol, enabling data querying and interaction for business intelligence and data analysis workflows.

An MCP server that enables LLMs to analyze and decompile Java dependencies in Maven projects, providing source code and class structures for better coding accuracy when local source is missing.

MCP (Model Context Protocol) Server. Middleware server that enables secure interaction with HTTP APIs through a configurable bridge, allowing dynamic integration with external web services without requiring direct HTTP access.

A problem-solving MCP server that provides tools for structured thinking through both narrative-based story construction and traditional sequential logic paths.

MCP (Model Context Protocol) Server. Integrates with calendar APIs to fetch event data and generate context-aware prompts, enabling automated scheduling assistance and task management.

A Model Context Protocol server that bridges LLMs with the Compiler Explorer API, allowing for real-time code compilation and assembly analysis across hundreds of compiler versions and languages.

MCP (Model Context Protocol) Server. Integrates with Geekbot API to fetch standup meeting data and generate structured reports with filtering capabilities by date ranges and users, enabling automated team activity summaries and pattern analysis.

A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend.

Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-assisted reviews. It enables listing open PRs and analyzing changes while automatically excluding binary and asset files to focus on relevant code.

MCP (Model Context Protocol) Server. Debugging tool that retrieves, filters, and displays MCP logs from Claude desktop applications across macOS, Windows, and Linux for troubleshooting integration issues.

The PinMeTo Location MCP server enables users to access and analyze business location data, reviews, and insights from Google, Facebook, and Apple using natural language.

MCP (Model Context Protocol) Server. Integrates with Unity Catalog to enable seamless execution of database functions, with tools for listing, retrieving, creating, and deleting functions within specified catalog environments.

A specialized MCP server that retrieves package documentation, READMEs, and API examples across multiple programming ecosystems without requiring API keys.

An MCP server that enables interaction with Jaeger tracing data, allowing users to query services, operations, and specific trace spans via gRPC or HTTP APIs.

MCP (Model Context Protocol) Server. Enables querying and retrieving detailed information about Azure resources across subscriptions through Azure Resource Graph API for cloud infrastructure analysis and troubleshooting

MCP (Model Context Protocol) Server. Streamlines software project creation by analyzing user input to select appropriate structures, generate documentation with Mermaid diagrams, and provide tools for setup and management.

🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude Desktop. Discover, share, and contribute to the growing ecosystem of AI-powered local tools and automations.

A CPU-based MCP server for offline Stable Diffusion image generation using the ncnn framework, optimized for local text-to-image workflows.

MCP (Model Context Protocol) Server. Integrates with Snyk CLI to scan GitHub repositories and Snyk projects for security vulnerabilities directly within conversations, enabling developers to identify code security issues without context switching.

🏛️ Memory System for AI Coding Tools - Never explain your codebase again. MCP server with perfect project isolation, 95.8% context accuracy, and the Four Pillars Framework.

A Python-based starter server using FastMCP, designed as a minimal template for building and testing Model Context Protocol integrations.

MCP (Model Context Protocol) Server. Integrates with Atlassian Confluence Cloud, enabling space management, page operations, content searching, and label handling for enhanced documentation and knowledge management workflows.