Harness Bridge
SDK / ToolA local launcher that points Claude Code and seven other coding harnesses at any OpenAI-, Anthropic- or Responses-compatible endpoint — without editing a single config file.
- launcher
- local-models
- cli
- menu-bar
Official Python SDK for building MCP servers and clients.
Official Python SDK for building MCP servers and clients. Maintained by the modelcontextprotocol organisation; supports asyncio, FastMCP-style decorators, and Streamable HTTP transport.
The canonical way to write an MCP server in Python on the official implementation (FastMCP the framework is a friendly layer on the same protocol). Also the client SDK for embedding MCP in Python agents — pair with claude-agent-sdk-python when you need the full agent loop.
pip install "mcp[cli]"
# or
uv add "mcp[cli]"
Minimal server (2.x):
from mcp.server import MCPServer
mcp = MCPServer("Demo")
@mcp.tool()
def add(a: int, b: int) -> int:
return a + b2.x renamed APIs relative to 1.x (FastMCP import became MCPServer) — pin mcp<2 until you migrate; the v1.x branch keeps getting security patches. stdio needs no extra setup; HTTP transports and the dev inspector want the [cli] extra.
Repository
modelcontextprotocol/python-sdkCharted
A local launcher that points Claude Code and seven other coding harnesses at any OpenAI-, Anthropic- or Responses-compatible endpoint — without editing a single config file.
Answers macOS Spotlight and Siri prompts with your signed-in Claude Code account — an experimental macOS 27 model-delegation provider.
Extract your own local chat history from ten AI coding assistants into one normalized JSONL — for fine-tuning, analytics, or backing up years of conversations. Standard library only.