Developer Tools MCP 服务器

Mcpsock

Enables building WebSocket-based applications that communicate using the FastMCP framework.

Doc Lib

Manages document ingestion, chunking, semantic search, and note management.

Vulnerable Server Demo

Demonstrates a vulnerable server with multiple clients to showcase security weaknesses for educational purposes.

Mcpgmail

Deploys an unauthenticated remote Model Context Protocol (MCP) server on Cloudflare Workers.

Notes

Develops a simple Model Context Protocol server for managing interactive data and functionalities.

Nearest Color

Finds the nearest color match from predefined or custom color lists.

PDF Size Analyzer

Analyzes and manipulates PDF documents, offering tools for size analysis, splitting, merging, and image conversion.

Todoist

Integrates Todoist task management with AI assistants via a Model Context Protocol (MCP) server.

Strapi

Enables AI assistants to interact with Strapi CMS instances via a standardized Model Context Protocol interface, supporting content types and REST API operations.

Vercel

Provides a Python-based Model Context Protocol (MCP) server designed for seamless deployment on Vercel's serverless platform.

Galaxium Travels Compose Watsonx Orchestrate

Integrates a local Model Context Protocol (MCP) server with watsonx Orchestrate Development Edition using Docker-Compose.

Memory IA

Provides a Python-based AI agent server with persistent memory, integrating FastAPI, LangGraph, SQLite, and local models via Ollama for various MCP clients.

FastMCP Examples

Implement Model Context Protocol servers in Python for diverse applications and transport mechanisms, demonstrating integration with LangChain for LLM tool discovery.

iSIP

Automate SIP calls and integrate AI voice services directly from macOS for voice AI system testing and workflow automation.

Curate Ipsum

Orchestrates graph-spectral analysis, belief revision, and synthesis loops to generate formally verified code patches.

Claude Usage

Monitors Anthropic Claude promotional usage windows to inform users of off-peak multipliers and optimize AI API interactions.

Etsy

Provides a comprehensive Model Context Protocol server for interacting with the Etsy API v3, offering 50+ tool modules for full API coverage.

Claude Skills

Provides a collection of high-performance Claude skills, notably an API design reviewer for REST, GraphQL, and gRPC audits.

ESP32-C3 Laser Engraver

Builds and controls a compact ESP32-C3 laser engraver, offering integrated web and Bluetooth interfaces for seamless wireless operation.

Obsidian

Enables AI assistants to programmatically manage and interact with Obsidian vaults, notes, and content.