GPT Chat MCP
About
MCP server for OpenAI ChatGPT API — chat, vision, and embeddings
Details
- Author
- codechap
- Categories
- Developer Tools, AI, Other, API
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Setup
Install GPT Chat MCP in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/codechap/mcp-server-gpt-chat
Follow the installation instructions in the repository README, then restart your MCP client.
An MCP (Model Context Protocol) server for the OpenAI ChatGPT API. Built in Rust, exposes chat completions, vision, embeddings, and model listing as MCP tools.
Communicates via stdio using JSON-RPC 2.0, like all MCP servers.
Send a chat completion request. Supports multi-turn conversations via a JSON message history array, system prompts, structured output via JSON schema, temperature control, and model selection.
Analyse an image using ChatGPT's vision capabilities.
List all available OpenAI models. No parameters.
- Rust (edition 2024)
- An OpenAI API key fromplatform.openai.com
Create~/.config/mcp-server-gpt-chat/config.toml:
cargo build # debug build cargo run # run in dev mode RUST_LOG=debug cargo run # run with debug logging
Add to your Claude Desktop config (~/.config/Claude/claude_desktop_config.json):
{ "mcpServers": { "gpt-chat": { "command": "/path/to/gpt-chat" } } }
src/ main.rs - entry point, config loading, stdio transport setup server.rs - MCP tool definitions (chat, chat_with_vision, embedding, list_models) api.rs - OpenAI HTTP client, request/response types, response formatters params.rs - tool parameter types with serde and JSON Schema derives config.rs - TOML config loading
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