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πŸ† top by scoreπŸ“¦ most downloadedπŸ†• new arrivals⚠ security risksπŸ“‰ score drops⚑ compare
232 servers scoredΒ· updated nightlyΒ· security-first

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that tells you when things get worse.

We score every MCP server on security, freshness, adoption, quality, and trust. Independent. No vendor money.

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

Methodology is public and versioned β€” read how scoring works β†’

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// filtered results
#1
95
scraplingpypi
πŸ•·οΈ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
146kweekly dl
β˜… 63kstars
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#2
93
semblepypi
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
36kweekly dl
β˜… 5kstars
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#3
93
fastapi-mcppypi
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
3.9Mweekly dl
β˜… 12kstars
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#4
93
mcp-proxypypi
A bridge between Streamable HTTP and stdio MCP transports
614kweekly dl
β˜… 3kstars
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#5
92
excel-mcp-serverpypi
A Model Context Protocol server for Excel file manipulation
373kweekly dl
β˜… 4kstars
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#6
92
mcpopypi
A simple, secure MCP-to-OpenAPI proxy server
38kweekly dl
β˜… 4kstars
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#7
92
linkedin-scraper-mcppypi
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
105kweekly dl
β˜… 2kstars
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#8
91
mcp-server-qdrantpypi
An official Qdrant Model Context Protocol (MCP) server implementation
596kweekly dl
β˜… 1kstars
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#9
91
serena-agentpypi
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
16kweekly dl
β˜… 25kstars
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#10
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
29kweekly dl
β˜… 3kstars
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#11
91
mcpadaptpypi
Unlock 650+ MCP servers tools in your favorite agentic framework.
48kweekly dl
β˜… 422stars
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#12
90
django-mcp-serverpypi
Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI
31kweekly dl
β˜… 345stars
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#13
90
oxylabs-mcppypi
Official Oxylabs MCP integration
29kweekly dl
β˜… 97stars
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#14
90
ida-pro-mcppypi
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
1kweekly dl
β˜… 9kstars
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#15
90
meilisearch-mcppypi
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
14kweekly dl
β˜… 189stars
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#16
89
paper-search-mcppypi
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
4kweekly dl
β˜… 2kstars
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#17
89
yfmcppypi
10kweekly dl
β˜… 155stars
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#18
89
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
β˜… 2kstars
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#19
88
haiku.ragpypi
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
2kweekly dl
β˜… 538stars
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#20
88
minimax-coding-plan-mcppypi
Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development workflows
19kweekly dl
β˜… 91stars
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#21
88
mcp-windbgpypi
Model Context Protocol for WinDBG
711weekly dl
β˜… 1kstars
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#22
88
mcp-search-consolepypi
Google Search Console Insights with Claude AI for SEOs
2kweekly dl
β˜… 980stars
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#23
88
plane-mcp-serverpypi
Plane's Official Model Context Protocol Server πŸ”Œ ⌨️ πŸ”₯
7kweekly dl
β˜… 240stars
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#24
88
mcp-youtube-transcriptpypi
MCP server retrieving transcripts of YouTube videos
1kweekly dl
β˜… 402stars
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#25
88
redis-mcp-serverpypi
The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently
2kweekly dl
β˜… 529stars
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#26
88
android-mcppypi
MCP Server for interacting with Android Devices.
816weekly dl
β˜… 656stars
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#27
88
mcp-jenkinspypi
The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.
3kweekly dl
β˜… 127stars
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#28
88
yahoo-finance-mcppypi
This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including historical prices, company information, financial statements, options data, and market news.
829weekly dl
β˜… 308stars
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#29
88
falcon-mcppypi
Connect AI agents to CrowdStrike Falcon for automated security analysis and threat hunting
5kweekly dl
β˜… 180stars
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#30
87
kicad-mcp-propypi
MCP server for KiCad 10/9 β€” schematic capture, PCB layout, DRC/ERC/DFM, signal & power integrity, EMC, SPICE simulation, FreeRouting, and Gerber/BOM/IPC-2581/STEP exports via AI agents.
3kweekly dl
β˜… 117stars
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showing 30 of 232 servers

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