Top 13 Python modelcontextprotocol Projects

modelcontextprotocol

• Add a project

1. fastapi_mcp

   1 14 12,000 9.2 Python

   Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

   

2. AppSignal

   www.appsignal.com sponsored

   Monitoring that respects your time & budget. APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.

   

3. ida-pro-mcp

   2 3 11,834 9.4 Python

   AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

   

   Project mention: GitHub – librepods-org/librepods: AirPods liberated from Apple's ecosystem | news.ycombinator.com | 2026-06-28

   aside from https://github.com/mrexodia/ida-pro-mcp i have nothing i can publicly share. it's amusing how glm 5.2 jailbreaks itself, you ask it to quite literaly break someone's software and it talks itself into it being a capture the flag competition.

4. mcp

   3 22 9,657 9.8 Python

   Open source MCP Servers for AWS

   

   Project mention: I Stopped My AI From Making Up AWS Answers With One Command | dev.to | 2026-08-01

   The AWS Labs MCP GitHub repository

5. agent-scan

   4 23 3,007 9.6 Python

   Security scanner for AI agents, MCP servers and agent skills.

   

   Project mention: Security scanner for AI agents, MCP servers and agent skills | news.ycombinator.com | 2026-08-30

6. ros-mcp-server

   5 1 1,434 8.2 Python

   Connect AI models like Claude & GPT with robots using MCP and ROS.

   

   Project mention: Show HN: Robot MCP Server – Connect Any Language Model and ROS Robots Using MCP | news.ycombinator.com | 2025-09-10

7. mcpadapt

   6 3 425 8.8 Python

   Unlock 650+ MCP servers tools in your favorite agentic framework.

   

8. opik-mcp

   7 1 217 9.3 Python

   Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

   

9. Kargo

   akuity.io sponsored

   Stop Scripting Promotions. Start Shipping with Kargo. Kargo automates promotion across dev, staging, and prod with approval gates and verification. Open source, built by the team behind Argo CD. Download now.

   

10. k8s-mcp-server

    8 1 213 7.7 Python

    K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

    

11. meilisearch-mcp

    9 1 195 2.8 Python

    A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

    

    Project mention: Show HN: Saga – A Jira-like project tracker MCP server for AI agents (SQLite) | news.ycombinator.com | 2026-02-21

12. mcp-mesh

    10 3 40 9.8 Python

    Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript | MCP + A2A + REST

    

    Project mention: How Our AI Hiring Platform Gets Smarter Without Code Changes | dev.to | 2025-12-24

    MCP Mesh on GitHub

13. congressMCP

    11 1 32 7.6 Python

    An MCP server allowing AI agents and MCP clients to interface with the Congress.gov API

    

14. GUI-MCP

    12 1 26 3.3 Python

    A Blueprint-style visual node editor for creating FastMCP servers. Build MCP tools, resources, and prompts by connecting nodes - no coding required.

    

    Project mention: Show HN: Unreal Blueprint-Like MCP Server Builder (No Coding Knowledge Required) | news.ycombinator.com | 2025-12-10

15. mcp-identity

    13 1 0 - Python

    Per-request cryptographic user attestation for MCP servers

    

    Project mention: Show HN: MCP-identity – Per-request cryptographic attestation for MCP servers | news.ycombinator.com | 2026-05-05

Python modelcontextprotocol related posts

• Security scanner for AI agents, MCP servers and agent skills

  1 project | news.ycombinator.com | 30 Aug 2026

• MCP Scorecard: 4-Layer Pre-flight Check Before You Publish a Server

  3 projects | dev.to | 23 Jul 2026

• 26,000 Agents Fooled by a Fake Skill

  1 project | dev.to | 25 Jun 2026

• Show HN: Security Scanner for Agent Skills and MCP

  1 project | news.ycombinator.com | 3 May 2026

• How Our AI Hiring Platform Gets Smarter Without Code Changes

  2 projects | dev.to | 24 Dec 2025

• OpenAI o3 and o4-mini – OpenAI

  7 projects | news.ycombinator.com | 16 Apr 2025

• MCPAdapt: Seamlessly use 650 MCP servers tools in any agentic framework

  1 project | news.ycombinator.com | 25 Mar 2025
• A note from our sponsor - Kargo
  akuity.io | 8 Sep 2026

  Kargo automates promotion across dev, staging, and prod with approval gates and verification. Open source, built by the team behind Argo CD. Download now. Learn more →

Index

Sponsored

Monitoring that respects your time & budget

APM, error tracking, and dashboards for modern web apps. Ten-minute setup, transparent flat pricing, and support from engineers who actually use the product.

www.appsignal.com

Do not miss the trending Python projects with our weekly report!