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Top 23 Python mcp-server Projects
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Scrapling
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
Project mention: Launch HN: Intuned (YC S22) – Build and run reliable browser automations as code | news.ycombinator.com | 2026-06-08What is the advantage of your product over having Codex generate a script using something like https://github.com/D4Vinci/Scrapling?
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TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
Link: https://github.com/sansan0/TrendRadar
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I spent a weekend studying GPT-Researcher, an open-source project with 24,000+ GitHub stars. It builds an autonomous research agent that generates comprehensive reports with citations. The architecture is elegant: multiple specialized agents coordinate through LangGraph, parallel execution speeds up research, and quality gates ensure reliable output.
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serena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
You should add Serena https://github.com/oraios/serena to your list.
Serena gives you symbol-level navigation, reading, and editing via tree-sitter. So you're already getting much of what CoderLM offers — plus Serena has editing capabilities(replace symbol body, insert before/after symbol, rename). GitNexus goes further with the graph/impact analysis layer on top.
I personally use Serena and GitNexus.
The case for using both
- GitNexus tells you what to change (impact analysis, dependency maps, blast radius) -
Skill_Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
Project mention: Turn Docs, Code and PDFs into Claude AI Skills in Minutes | news.ycombinator.com | 2025-11-07 -
FastAPI MCP - Expose your FastAPI endpoints as MCP tools with auth. 🆓 🔑
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ida-pro-mcp
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Project mention: Duke Nukem: Zero Hour N64 ROM Reverse-Engineering Project Hits 100% | news.ycombinator.com | 2025-10-19I use the following IDA pro MCP plugin for this: https://github.com/mrexodia/ida-pro-mcp
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Project mention: Infrastructure as Code MCP Servers — Terraform, Pulumi, AWS, OpenTofu, Spacelift | dev.to | 2026-03-25
Part of awslabs/mcp (8,500 stars monorepo). The only IaC MCP server that validates templates — cfn-lint for syntax, cfn-guard for compliance, CloudTrail troubleshooting for stack failures. CDK support across 5 languages. AWS-only — no multi-cloud.
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Try https://www.klavis.ai, which is a open source MCP integration platform.
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linkedin-mcp-server
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
LinkedIn Scraping: linkedin-mcp-server via MCP for web scraping
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datagouv-mcp
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
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Qdrant MCP
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npcpy
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Project mention: We are building data breach machines and nobody cares | news.ycombinator.com | 2026-03-10 -
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Project mention: Show HN: Robot MCP Server – Connect Any Language Model and ROS Robots Using MCP | news.ycombinator.com | 2025-09-10
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Project mention: Show HN: Mljar Studio – local AI data analyst that saves analysis as notebooks | news.ycombinator.com | 2026-05-02
Really cool. If somebody doesn't want to adopt a new platform, take a look at open source Jupyter MCP Server[1]. Once integrated with Claude, it can execute code on the live notebook kernel.
I just let Claude write notebooks, run top to bottom, debug & fix errors & only ping me when everything is working.
[1] https://github.com/datalayer/jupyter-mcp-server
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python mcp-server discussion
Python mcp-server related posts
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Show HN: Mnemo – local-first AI memory layer for any LLM (Rust, SQLite,petgraph)
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From Prompt Engineering to MCP Skills: What Rebuilding My Tokyo Transit Agent Taught Me About AI Architecture
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I tested mcp-doctor pricing with 12 LLM-simulated personas. 4 said they would pay.
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How I Built a Credit Optimizer That Saves 30-75% on AI Agent Costs (Open Architecture)
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From mock-only-works to real-world-works: 48 hours of reCAPTCHA debugging
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Show HN: Semble – Code search for agents that uses 98% fewer tokens than grep
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I Built a Personal AI Engineer Using OpenClaw That Actually Helps Me Ship Faster
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A note from our sponsor - SaaSHub
www.saashub.com | 9 Jun 2026
Index
What are some of the best open-source mcp-server projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Scrapling | 60,673 |
| 2 | TrendRadar | 58,992 |
| 3 | gpt-researcher | 27,505 |
| 4 | serena | 24,975 |
| 5 | Skill_Seekers | 13,941 |
| 6 | fastapi_mcp | 11,895 |
| 7 | ida-pro-mcp | 9,129 |
| 8 | mcp | 9,106 |
| 9 | klavis | 5,747 |
| 10 | PPTAgent | 4,583 |
| 11 | mcpo | 4,237 |
| 12 | mcp-proxy | 2,575 |
| 13 | linkedin-mcp-server | 2,133 |
| 14 | datagouv-mcp | 1,523 |
| 15 | mcp-server-qdrant | 1,424 |
| 16 | npcpy | 1,375 |
| 17 | mcp-windbg | 1,326 |
| 18 | ros-mcp-server | 1,265 |
| 19 | web-eval-agent | 1,241 |
| 20 | voicemode | 1,211 |
| 21 | davinci-resolve-mcp | 1,179 |
| 22 | jupyter-mcp-server | 1,052 |
| 23 | agentic-radar | 975 |
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