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PHP_MCP_SDK provides a high-level API for MCP servers with full JSON-RPC support.

Capture web page screenshots and return MCP-compatible metadata for automated workflows.

FlowLLM Python SDK for building AI agents with various LLM providers.

You are the MCP server!

Describe how to archieve human in loop to approve mcp call using langgraph

MCP server for sipgate API, enabling AI assistants to manage SMS, calls, and accounts.

[Template] To Create MCPStack MCP Tools in ~5 command lines!

A customizable FastAPI template for scalable agentic orchestration.

🚀 Fast, local, offline-first MCP server for Shopify Liquid documentation with **198 comprehensive docs** including all tags, filters, and objects.

FastAPI + MCP Production Template - A complete development template for modern API server and LLM integration

TWSE MCP Server for managing and running MCP commands.

A generic skeleton for Model Context Protocol (MCP) server with Python and FastMCP

A server for LLMs to interact with GraphQL APIs, supporting queries and mutations.

GENXAIS Framework enhances software development with AI, boosting speed and quality.

Spring Boot Starter for building MCP Servers with Spring AI.

MCP_DinCoder transforms specifications into executable artifacts using GitHub's Spec Kit methodology.

Foundry MCP is a server for managing Foundry projects, building contracts, and running tests.

fastapi-mcp

A Java library for developing custom MCP tools for Redis with Lettuce and Jedis support.

A plugin to generate MCP server, client, and mock server code from protobuf definitions.

MCP server for managing Cursor IDE profiles across platforms

A curated list of awesome MCP servers and tools for AI assistants.

Postman2MCP automates Postman collection to OpenAPI 3.1 and FastAPI project generation.

Example implementation of an MCP server that uses MCP resources

A generic Model Context Protocol (MCP) server for any REST backend. This project provides service composition, authentication, and dynamic module support. A ZenTao integration is included as an example configuration.

A server for integrating DatoCMS with Claude AI using Model Context Protocol.

A lightweight MCP bridge for Spigot/Paper servers, enabling HTTP-based server management.

A Rust-based MCP Server for local development and testing.

MCP server for utilizing opreturnbot.com functionalities.

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MCP Server repository for AWS Lambda and HTTP API Gateway integration.

Handsontable MCP Server provides AI-driven access to documentation with search and fetch tools.

FastMCP is a Pythonic framework for building MCP servers and clients.

Type-safe TypeScript SDK for MCPF Trust Framework components.

A project demonstrating LangChain integration with MCP servers for math and weather queries.

A local MCP server for evaluating Pharo Smalltalk expressions via NeoConsole.

MCP Server using Spring AI

MCP Server Sample

FastAPI MCP Server enables high-performance real-time communication for AI models.

AI agent framework for client-side tool execution and multi-agent collaboration.

MCP-first development environment with community tools

A VSCode extension with an MCP server for efficient LLM-based refactoring.

MCP AI Assistant with TypeScript, Next.js, React.js, Tailwind CSS and OpenAI API

Awesome MCP Servers - A curated list of Model Context Protocol servers

MCP integration for TanStack Start to build AI tools using the MCP protocol.

HTTP Responses courtesy of LLM infereces & mcp.run Tools

emMCP is a project for managing MCP servers efficiently.

MCP-Council automates REST API to MCP server conversion for AI assistants.

Auto-updating JSON schemas for n8n nodes, designed for MCP servers and AI tools.

The plantuml-mcp-server repository has moved to Infobip. NPM package remains unchanged.