Discover Awesome MCP Servers

mcp-bitbake

A deterministic MCP server for BitBake and Yocto that allows users to search, scan, and parse recipe files. It enables the extraction of raw variable assignments from .bb and .bbappend files without performing variable evaluation.

AAP MCP Server

Enables comprehensive management of Ansible Automation Platform Controller and Gateway through 17 specialized tools covering job execution, inventory management, workflows, credentials, user administration, and system monitoring.

MCP Servers

个人使用的 MCP 服务器集合。

Claude Parallel Tasks MCP Server

Enables running multiple Claude prompts simultaneously in parallel with support for file contexts and output redirection to individual files.

CalcsLive MCP Server

Enables AI agents to perform unit-aware engineering calculations with automatic unit conversion, dependency resolution, and access to 500+ units across 75+ categories through the CalcsLive calculation engine.

Powertools MCP Search Server

Enables LLMs to search through AWS Lambda Powertools documentation across multiple runtimes (Python, TypeScript, Java, .NET) using a Model Context Protocol server.

RAG-MCP Server

A server that integrates Retrieval-Augmented Generation (RAG) with the Model Control Protocol (MCP) to provide web search capabilities and document analysis for AI assistants.

Microsoft 365 MCP Server

Provides Claude Desktop and Claude Code with access to Microsoft 365 email and calendar services via the Microsoft Graph API. It enables users to manage emails, search folders, schedule calendar events, and check availability through natural language commands.

Packet Tracer MCP

An MCP server that allows LLMs to create, configure, validate, and explain Cisco Packet Tracer network topologies. It provides a comprehensive suite of tools for generating deployment scripts, CLI configurations, and automated network troubleshooting.

MCP Time Server

一个 Python 微服务，提供用于检索当前时间和在不同全球时区之间进行转换的实用程序，并具有强大的验证功能。

AnythingLLM MCP Server

Enables seamless integration with AnythingLLM instances, providing complete workspace management, chat operations, document handling, user administration, and AI agent configuration through natural language.

NodeAPI

Machine-native GIS processing API for AI agents and developers. Convert, reproject, validate, repair, buffer, clip, dissolve, and tile vector geodata across 25 endpoints. Pay-per-use USDC on Solana Mainnet ($0.01/op). No accounts, no API keys. Remote MCP SSE.

LocalNest MCP

A local-first MCP server that provides AI agents with safe codebase access through file discovery, hybrid lexical-semantic search, and project introspection. It features durable local memory and semantic indexing while keeping all data and processing entirely on your local machine.

GitHub MCP Server

Enables AI agents to analyze employee GitHub activity including PRs, code reviews, comments, and contributions across repositories with time-range filtering for performance assessment and impact analysis.

MemeOracle

Memecoin Intelligence MCP Server — 9 tools for rug-check risk scoring, momentum analysis, whale watch, viral detection across 80+ chains. Part of ToolOracle (tooloracle.io).

Careerjet Job Search MCP Server

Enables job searching functionality using Careerjet API with features like keyword and location-based searches, advanced filtering, and multi-language support across 50+ countries.

CAD-MCP

Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through natural language instructions via the Model Context Protocol. It supports automated drawing of shapes, layer management, and saving designs to DWG files without manual interface interaction.

Visum Thinker MCP Server

Provides structured sequential thinking capabilities for AI assistants to break down complex problems into manageable steps, revise thoughts, and explore alternative reasoning paths.

GCP MCP Server

通过标准化的 MCP 接口，AI 助手可以与 Google Cloud Platform 资源进行交互和管理，包括 Compute Engine、Cloud Run、Storage、BigQuery 以及其他 GCP 服务。

Weather MCP Server

Provides tools to fetch real-time weather data from the National Weather Service API, allowing users to retrieve weather alerts by state and detailed forecasts by coordinates.

Awels PDF Processing Server

Enables conversion of PDF files to Markdown format with optional image extraction using docling. Supports batch processing of multiple PDFs with structured output including metadata and processing statistics.

Prompt for User Input MCP Server

Enables AI models to interactively prompt users for input or clarification directly through their code editor. It facilitates real-time communication between assistants and users during development tasks.

MCP Template

A template for building Model Context Protocol servers that allow AI assistants to interact with custom data and services through queryable resources and specialized tools.

buildkite-mcp-server

这是一个用于 Buildkite 的 mcp 服务器。

Managed Service for Microsoft Active Directory API Server

An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

PlanningCopilot

A tool-augmented LLM system for the full PDDL planning pipeline, improving reliability without domain-specific training.

MCP Learning Demo

A hands-on demonstration project that teaches the Model Context Protocol (MCP) through Python code, allowing users to understand how AI models interact with their context through a provider-agent architecture.

Analytics MCP

Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQuery) data sources with built-in guardrails and automated workflows for financial and web performance insights.

Kiln

Open-source MCP server that lets AI agents control 3D printers. 353 tools for OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo — search model marketplaces, generate 3D models from text, slice STL files, queue prints, monitor with camera vision, and manage multi-printer fleets. Install via pip install kiln3d.