# Protocol conversion

The MCP LLM Bridge is a bridging tool that connects the Model Context Protocol (MCP) server with OpenAI-compatible LLMs. It enables bidirectional protocol conversion between MCP and the OpenAI function call interface, supporting both cloud and local model calls.

The MCP API service is an intermediate server used to connect Claude AI with internal system APIs to achieve instruction conversion and data transmission.

A service that converts OpenAPI specifications into MCP tools, enabling Claude AI to call API operations

mcp-proxy is a tool for implementing server transmission protocol conversion, supporting proxy conversion between SSE and stdio modes, facilitating communication adaptation between different clients and servers.

mcpo is a simple and easy-to-use proxy tool that can quickly convert any MCP tool into an OpenAPI-compatible HTTP server, enabling access through standard RESTful interfaces and facilitating integration with LLM agents and applications.

The osm-mcp-server is a multi-client protocol service project based on OSM (OpenStreetMap).

The Razorpay MCP Server is a middleware connecting the Razorpay payment gateway and AI assistants. Through the standardized Model Context Protocol, AI assistants can directly access Razorpay account data.

An MCP server based on the OpenAPI specification that allows large language models to discover and interact with REST APIs through the MCP protocol.

MCP Access Point is a lightweight protocol conversion gateway tool used to establish a communication bridge between traditional HTTP services and MCP clients, supporting protocol conversion without modifying server interfaces.

The MCP service project provides transmission mechanism implementations for multiple protocols, including STDIO and SSE modes, and supports the rapid integration and deployment of multiple programming languages and services.

MCP2Lambda is an MCP protocol server that runs AWS Lambda functions as tools for large language models (LLMs). AI models can call Lambda functions to access private resources and AWS services without code modification.

MCP Fly Deployer is a configuration generation tool designed specifically for the Fly.io platform, used to automate the deployment of stdio servers based on the Model Context Protocol. Through the integration of supergateway technology, it supports converting local stdio services into SSE or WebSocket services and provides the function of automatically generating Dockerfile, fly.toml configuration, and deployment scripts.

The OpsNow MCP Asset Server is a transit service that provides asset data for LLM desktop applications based on the MCP protocol, and realizes resource data interaction through API bridging.

This project is a proxy tool for the SSE transport layer of the MCP protocol, which converts the complex SSE protocol into standard HTTP requests/responses, simplifying the development and debugging process of MCP Servers.

This is a project that converts the Python version of the MySQL MCP server to a Java implementation, providing a secure MySQL database interaction interface that allows AI assistants to access database resources in a controlled manner.

MCP LLM Bridge is a bridge tool to connect the Model Context Protocol (MCP) server with OpenAI-compatible LLMs (such as Ollama).

A chain-agnostic tool that can automatically generate typed MCP servers from files such as the ABI/IDL of smart contracts, enabling large language models to call contract functions through a standard protocol.

A gateway tool that converts standard input/output to Server-Sent Events, supporting multi-client connections and JSON format forwarding

A Docker container that converts any stdio-based MCP server to an SSE interface, supports Node.js and Python servers, allows customization of ports and paths, and is suitable for Kubernetes deployment.

A general - purpose MCP protocol API encapsulation server that can quickly wrap REST APIs into MCP tools for clients such as Claude to call.