$ timeahead.in
๐Ÿ† top by score๐Ÿ“ฆ most downloaded๐Ÿ†• new arrivalsโš  security risks๐Ÿ“‰ score dropsโšก compare
230 servers scoredยท updated nightlyยท security-first

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Security35%
+
Freshness25%
+
Adoption20%
+
Quality10%
+
Trust10%
=
MCPScore0โ€“100

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// filtered results
#1
93
fastapi-mcppypi
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
4.4Mweekly dl
โ˜… 12kstars
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#2
86
ddgspypi
A metasearch library that aggregates results from diverse web search services
โš  1 secret
1.9Mweekly dl
โ˜… 3kstars
โ†’
#3
91
mcp-server-qdrantpypi
An official Qdrant Model Context Protocol (MCP) server implementation
689kweekly dl
โ˜… 1kstars
โ†’
#4
93
mcp-proxypypi
A bridge between Streamable HTTP and stdio MCP transports
683kweekly dl
โ˜… 3kstars
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#5
92
excel-mcp-serverpypi
A Model Context Protocol server for Excel file manipulation
336kweekly dl
โ˜… 4kstars
โ†’
#6
94
scraplingpypi
๐Ÿ•ท๏ธ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
187kweekly dl
โ˜… 61kstars
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#7
87
mcp-server-duckdbpypi
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
70kweekly dl
โ˜… 176stars
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#8
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
53kweekly dl
โ˜… 3kstars
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#9
90
mcpadaptpypi
Unlock 650+ MCP servers tools in your favorite agentic framework.
41kweekly dl
โ˜… 421stars
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#10
65
cisco-ai-skill-scannerpypi
๐Ÿ” Discover and analyze AI skills in your projects with Skill Scanner to enhance development and improve security.
โš  3 secrets
37kweekly dl
โ˜… 0stars
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#11
93
semblepypi
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
37kweekly dl
โ˜… 5kstars
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#12
55
bernsteinpypi
Deterministic orchestrator for 40+ CLI AI agents. Git worktree isolation, HMAC audit trail, MCP server mode. https://bernstein.run
โš  173 secrets
35kweekly dl
โ˜… 551stars
โ†’
#13
85
flightspypi
Google Flights MCP and Python Library
โš  1 secret
32kweekly dl
โ˜… 3kstars
โ†’
#14
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
30kweekly dl
โ˜… 342stars
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#15
92
mcpopypi
A simple, secure MCP-to-OpenAPI proxy server
29kweekly dl
โ˜… 4kstars
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#16
84
arcade-mcppypi
MCP Server Framework and Tool Development library for building custom capabilities into agents.
โš  1 secret
29kweekly dl
โ˜… 915stars
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#17
90
linkedin-scraper-mcppypi
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
26kweekly dl
โ˜… 2kstars
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#18
57
fast-agent-mcppypi
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
โš  8 secrets
24kweekly dl
โ˜… 4kstars
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#19
71
gpt-researcherpypi
An autonomous agent that conducts deep research on any data using any LLM providers
โš  3 secrets
24kweekly dl
โ˜… 28kstars
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#20
89
oxylabs-mcppypi
Official Oxylabs MCP integration
22kweekly dl
โ˜… 96stars
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#21
70
snyk-agent-scanpypi
Security scanner for AI agents, MCP servers and agent skills.
โš  3 secrets
19kweekly dl
โ˜… 3kstars
โ†’
#22
83
dbt-mcppypi
A MCP (Model Context Protocol) server for interacting with dbt.
โš  1 secret
19kweekly dl
โ˜… 576stars
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#23
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
โ˜… 92stars
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#24
91
serena-agentpypi
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
18kweekly dl
โ˜… 25kstars
โ†’
#25
89
plane-mcp-serverpypi
Plane's Official Model Context Protocol Server ๐Ÿ”Œ โŒจ๏ธ ๐Ÿ”ฅ
15kweekly dl
โ˜… 239stars
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#26
86
uipath-mcppypi
Build and host Coded MCP Servers within UiPath
13kweekly dl
โ˜… 9stars
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#27
76
mcp-google-sheetspypi
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
โš  2 secrets
12kweekly dl
โ˜… 894stars
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#28
55
mcp-memory-servicepypi
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
โš  27 secrets
10kweekly dl
โ˜… 2kstars
โ†’
#29
89
yfmcppypi
10kweekly dl
โ˜… 151stars
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#30
81
langchain-mcp-toolspypi
MCP to LangChain Tools Conversion Utility / Python
โš  1 secret
10kweekly dl
โ˜… 29stars
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showing 30 of 230 servers

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