# modelcontextprotocol/python-sdk

> The official Python SDK for the Model Context Protocol: build MCP servers that expose tools, resources and prompts to LLM applications, and MCP clients that connect to them. Supports stdio, Streamable HTTP and SSE transports.

- Magnitude: 2.0 out of 10 — Steady
- Stars: 24,470 total · +5 stars today, ≈ 10 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: MIT · Created: 2024-09-24 · Last push: 2026-10-02
- GitHub: https://github.com/modelcontextprotocol/python-sdk · Homepage: https://py.sdk.modelcontextprotocol.io/ · Page: https://gitnova.dev/en/r/modelcontextprotocol/python-sdk

## Useful for

- Write a Python MCP server exposing tools and resources to LLMs
- Connect an MCP client to a server over stdio or Streamable HTTP
- Debug an MCP server in MCP Inspector via mcp dev

## Why it’s here

- 5 stars so far today, about 9 expected by the end of the day.
- GitHub Trending Python today: #11, +20 stars.
- About 6 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 4,008
- Issues and pull requests: 3,611
- Watchers: 177
- Average over the last week: 11 per day
- Usual pace: 11 per day
- Stars in the last hour (measured): 0
- Latest release: v2.3.0 (2026-10-02)

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-04 … 2026-10-03: 7, 5, 9, 20, 14, 13, 10, 7, 7, 12, 13, 10, 8, 10, 14, 10, 6, 15, 4, 12, 13, 12, 11, 12, 8, 12, 7, 8, 20, 5

## Spotted in now

- GitHub Trending Python today: #11, +20 stars

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-03 15:15 UTC, updated every 30 minutes.