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235 servers scoredΒ· updated nightlyΒ· security-first

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

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

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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!
217kweekly dl
β˜… 70kstars
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#2
93
fastapi-mcppypi
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
8.1Mweekly dl
β˜… 12kstars
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#3
93
semblepypi
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
25kweekly dl
β˜… 6kstars
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#4
92
financetoolkitpypi
Transparent and Efficient Financial Analysis
13kweekly dl
β˜… 5kstars
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#5
92
excel-mcp-serverpypi
A Model Context Protocol server for Excel file manipulation
285kweekly dl
β˜… 4kstars
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#6
92
mcpopypi
A simple, secure MCP-to-OpenAPI proxy server
36kweekly dl
β˜… 4kstars
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#7
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
β˜… 2kstars
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#8
92
mcp-proxypypi
A bridge between Streamable HTTP and stdio MCP transports
312kweekly dl
β˜… 3kstars
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#9
91
mcp-server-qdrantpypi
An official Qdrant Model Context Protocol (MCP) server implementation
177kweekly dl
β˜… 1kstars
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#10
91
serena-agentpypi
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
19kweekly dl
β˜… 27kstars
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#11
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
β˜… 3kstars
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#12
91
mysql_mcp_serverpypi
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
8kweekly dl
β˜… 1kstars
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#13
90
mcp-server-duckdbpypi
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
20kweekly dl
β˜… 177stars
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#14
90
paper-search-mcppypi
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
6kweekly dl
β˜… 2kstars
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#15
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
26kweekly dl
β˜… 360stars
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#16
90
ida-pro-mcppypi
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
2kweekly dl
β˜… 11kstars
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#17
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
β˜… 2kstars
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#18
90
oxylabs-mcppypi
Official Oxylabs MCP integration
24kweekly dl
β˜… 100stars
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#19
89
meilisearch-mcppypi
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
12kweekly dl
β˜… 194stars
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#20
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
β˜… 3kstars
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#21
89
yfmcppypi
12kweekly dl
β˜… 169stars
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#22
89
mcp-search-consolepypi
Google Search Console Insights with Claude AI for SEOs
2kweekly dl
β˜… 1kstars
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#23
88
phone-mcppypi
A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human
3kweekly dl
β˜… 239stars
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#24
88
mcp-windbgpypi
Model Context Protocol for WinDBG
587weekly dl
β˜… 1kstars
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#25
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
13kweekly dl
β˜… 94stars
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#26
88
mcp-youtube-transcriptpypi
MCP server retrieving transcripts of YouTube videos
1kweekly dl
β˜… 458stars
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#27
88
android-mcppypi
MCP Server for interacting with Android Devices.
718weekly dl
β˜… 769stars
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#28
88
jdocmunch-mcppypi
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
2kweekly dl
β˜… 195stars
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#29
87
agentic-radarpypi
A security scanner for your LLM agentic workflows
1kweekly dl
β˜… 1kstars
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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˜… 30stars
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showing 30 of 235 servers

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