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235 servers scored· updated nightly· security-first

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Security35%
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Freshness25%
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Adoption20%
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Quality10%
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Trust10%
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MCPScore0–100

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#1
95
scraplingpypi
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
217kweekly dl
70kstars
#2
72
trendradarpypi
⭐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。
2 secrets
54weekly dl
61kstars
#3
70
gpt-researcherpypi
An autonomous agent that conducts deep research on any data using any LLM providers
3 secrets
20kweekly dl
29kstars
#4
91
serena-agentpypi
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
19kweekly dl
27kstars
#5
54
skill-seekerspypi
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
8 secrets
2kweekly dl
15kstars
#6
93
fastapi-mcppypi
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
8.1Mweekly dl
12kstars
#7
90
ida-pro-mcppypi
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
2kweekly dl
11kstars
#8
67
unstractpypi
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
2 secrets
0weekly dl
7kstars
#9
93
semblepypi
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
25kweekly dl
6kstars
#10
92
financetoolkitpypi
Transparent and Efficient Financial Analysis
13kweekly dl
5kstars
#11
92
mcpopypi
A simple, secure MCP-to-OpenAPI proxy server
36kweekly dl
4kstars
#12
92
excel-mcp-serverpypi
A Model Context Protocol server for Excel file manipulation
285kweekly dl
4kstars
#13
57
fast-agent-mcppypi
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
8 secrets
21kweekly dl
4kstars
#14
85
flightspypi
Google Flights MCP and Python Library
1 secret
49kweekly dl
3kstars
#15
91
workspace-mcppypi
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
54kweekly dl
3kstars
#16
89
mcp-server-linkedinpypi
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
6kweekly dl
3kstars
#17
87
linkedin-scraper-mcppypi
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
5kweekly dl
3kstars
#18
86
ddgspypi
A metasearch library that aggregates results from diverse web search services
1 secret
1.2Mweekly dl
3kstars
#19
57
snyk-agent-scanpypi
Security scanner for AI agents, MCP servers and agent skills.
5 secrets
14kweekly dl
3kstars
#20
92
mcp-proxypypi
A bridge between Streamable HTTP and stdio MCP transports
312kweekly dl
3kstars
#21
87
code-graph-ragpypi
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
334weekly dl
2kstars
#22
90
paper-search-mcppypi
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
6kweekly dl
2kstars
#23
90
paperbananapypi
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
2kweekly dl
2kstars
#24
92
jcodemunch-mcppypi
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
24kweekly dl
2kstars
#25
54
mcp-memory-servicepypi
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
27 secrets
3kweekly dl
2kstars
#26
53
mcp-brasilpypi
MCP Server para 70 APIs públicas brasileiras
5 secrets
934weekly dl
2kstars
#27
81
minimax-mcppypi
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
1 secret
2kweekly dl
2kstars
#28
85
stealth-browser-mcppypi
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
20weekly dl
2kstars
#29
91
mcp-server-qdrantpypi
An official Qdrant Model Context Protocol (MCP) server implementation
177kweekly dl
1kstars
#30
88
mcp-windbgpypi
Model Context Protocol for WinDBG
587weekly dl
1kstars
showing 30 of 235 servers

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