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A lightweight MCP server for fetching and validating coding guidelines.

MCP for GitHub automates PR analysis and issue management with LLMs.

MCP-researcher is a smart research assistant for coding, integrating AI for search and documentation.

k6 MCP is an experimental server for script validation, execution, and generation.

MCP Explorer: A terminal UI for developing and debugging MCP servers with live monitoring and session management.

A Go-based MCP server offering 13 advanced mathematical tools for precise computations.

Python MCP Server for controlling Minecraft via RCON with FastMCP.

Zed extension for Prisma MCP server.

An MCP-compliant server in TypeScript to enhance AI agents for GitHub.

One-Click Docker deployment of Supabase MCP Server for n8n with HTTP Stream support.

A Node.js package for converting APIs to MCP tools.

A template for MCP implementation using DDD structure with some APIs call as sample.

Playwright Record MCP is a lightweight server for browser automation with video recording.

A Model Context Protocol (MCP) server for Jupyter notebook interaction with Claude Code.

An MCP server for Spring developers to assist AI tools in querying application data.

MCP_Demo provides code to deploy a sample MCP server with customization options.

Substrate MCP Server provides tools for Substrate-based blockchain development.

Hot reload for MCP servers, preserving sessions during development.

MCP Server Diff Editor offers advanced AI-driven code comparison and merge tools.

Type-safe library for creating MCP servers in Deno with Zod validation.

MCP Boilerplate for Node.js provides a template for creating MCP servers with ESLint support.

VibeCode: One-command MCP server with persistent domains and OAuth authentication.

A Model Context Protocol (MCP) server for Claude.ai custom integrations, running on Cloudflare Workers with GitHub OAuth authentication.

MCP server for validating Plantuml code, providing error details.

MCP-Forge is a framework for dynamically generating and managing MCP servers.

MCP Prompt Registry is a lightweight prompt server for managing prompts locally.

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A script for managing the MCP (Model Control Protocol) configuration files for Claude Desktop.

Here, I have created MCP server with node.js and called External Whether API. You can get a weather details directly if you put city name, or you can write a question and this program will try to extract an city from the sentence and will give weather of that city. I have implement regex to find the city name, but we can add any NLP algo to this.

Dynamic MCP server toolkit for runtime toolset management with Fastify transport and meta-tools

Webvizio MCP Server enables secure access to the Webvizio API for streamlined feedback and bug reporting.

A Python package for building Model Context Protocol (MCP) servers.

Production-ready Telegram MCP Server with 45+ methods for Claude AI integration

MCP_Client is a modern client for interacting with MCP servers, integrating Next.js and CopilotKit for AI-driven web apps.

An MCP server that enhances development tools for efficient code generation.

MCP 1.21.4 with Sodium & SodiumExtra integrated

SodiumExtraMCP-1.21.4 integrates SodiumExtra into MCP 1.21.4.

Chrome MCP Server enables AI assistants to control Chrome via WebSocket.

A Python library for integrating mcp.run tools with pydantic-ai.

Flask-based MCP server for Python with security features and a unified endpoint.

pAPI is a modular micro-framework for scalable APIs, built on FastAPI.

A Spring Boot-based MCP server for GitHub integration tools for AI assistants.

MCP server for semantic search through Apple developer documentation, WWDC transcripts, and code examples. 16K+ documents indexed for AI agents.

MCP server in Python for analyzing local repositories and generating architectural diagrams.

Generates a typesafe fetch client for Nuxt using Openapi-ts.

MicroApp-mcp is a lightweight MCP server for integrating micro-apps and document crawling.

A WordPress plugin that configures a custom MCP server using the WP MCP Adapter.

A secure MCP server for AI agents to code and run GPU shaders locally.

A prototype of a Protobuf-based API for MCP.

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