Seismograph

What’s gaining stars on GitHub right now

modelcontextprotocol/python-sdk

AI agentsPython#python#mcp#mcp-server#mcp-client
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The official Python SDK for Model Context Protocol servers and clients

About the project

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.

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

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

2.0 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 3, 2026, 14:03 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

02040July 6, 2026October 3, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • 4 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.

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Numbers

Total stars
24,470
Today
4 · ≈ 9 by evening
Forks
4,008
Issues and pull requests
3,611
Watchers
177
Language
Python
License
MIT
Latest release
v2.3.0 · October 2, 2026
Created
September 24, 2024
Last push
October 2, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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Seismograph: 2.0 
[![Seismograph](https://gitnova.dev/badge/modelcontextprotocol/python-sdk.svg?lang=en)](https://gitnova.dev/en/r/modelcontextprotocol/python-sdk)