$ timeahead.in
/servers/blog/about
๐Ÿ† top by score๐Ÿ“ฆ most downloaded๐Ÿ†• new arrivalsโš  security risks๐Ÿ“‰ score dropsโšก compare
9,337 servers scoredยท updated nightlyยท security-first

The MCP trust registry
that tells you when things get worse.

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

๐Ÿ† top by score๐Ÿ“ฆ most downloaded๐Ÿ†• new arrivalsโš  security risks๐Ÿ“‰ score dropsโšก compare
Security35%
+
Freshness25%
+
Adoption20%
+
Quality10%
+
Trust10%
=
MCPScore0โ€“100

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

๐Ÿ† Top Scored This Week

195
scrapling
174k weekly downloads
294
@pandacss/mcp
221k weekly downloads
393
semble
36k weekly downloads
493
@modelcontextprotocol/server-filesystem
308k weekly downloads
593
@modelcontextprotocol/server-sequential-thinking
103k weekly downloads

๐Ÿ“‰ Score Drops to Watch

93
@modelcontextprotocol/server-sequential-thinking
npm ยท check for regressions
93
@modelcontextprotocol/server-filesystem
npm ยท check for regressions
93
semble
pypi ยท check for regressions
94
@pandacss/mcp
npm ยท check for regressions
95
scrapling
pypi ยท check for regressions

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Compare servers โ†’
registry:
allnpmpypigithub
score:
any60+80+
sort:
score โ†“stars โ†“downloads โ†“secrets โ†‘
// filtered results
#1
65
ainpm
AI SDK by Vercel - build apps like ChatGPT, Claude, Gemini, and more with a single interface for any model using the Vercel AI Gateway or go direct to OpenAI, Anthropic, Google, or any other model provider.
โš  4 secrets
14.2Mweekly dl
โ˜… 25kstars
โ†’#2
93
fastapi-mcppypi
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
3.9Mweekly dl
โ˜… 12kstars
โ†’#3
86
chrome-devtools-mcpnpm
MCP server for Chrome DevTools
โš  1 secret
2.8Mweekly dl
โ˜… 43kstars
โ†’#4
86
ddgspypi
A metasearch library that aggregates results from diverse web search services
โš  1 secret
1.5Mweekly dl
โ˜… 3kstars
โ†’#5
93
mcp-proxypypi
A bridge between Streamable HTTP and stdio MCP transports
614kweekly dl
โ˜… 3kstars
โ†’#6
91
mcp-server-qdrantpypi
An official Qdrant Model Context Protocol (MCP) server implementation
596kweekly dl
โ˜… 1kstars
โ†’#7
86
@copilotkit/aimocknpm
Mock infrastructure for AI application testing โ€” LLM APIs, image generation, image editing, text-to-speech, transcription, audio translation, audio generation, video generation, embeddings, MCP tools, A2A agents, AG-UI event streams, vector databases, sea
โš  1 secretai-ml
575kweekly dl
โ˜… 615stars
โ†’#8
92
excel-mcp-serverpypi
A Model Context Protocol server for Excel file manipulation
373kweekly dl
โ˜… 4kstars
โ†’#9
93
@modelcontextprotocol/server-filesystemnpm
MCP server for filesystem access
308kweekly dl
โ˜… 87kstars
โ†’#10
94
@pandacss/mcpnpm
MCP server for Panda CSS AI assistants
221kweekly dl
โ˜… 6kstars
โ†’#11
95
scraplingpypi
๐Ÿ•ท๏ธ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
174kweekly dl
โ˜… 63kstars
โ†’#12
92
@modelcontextprotocol/server-pdfnpm
MCP server for loading and extracting text from PDF files with chunked pagination and interactive viewer
167kweekly dl
โ˜… 2kstars
โ†’#13
87
figma-developer-mcpnpm
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
โš  1 secret
130kweekly dl
โ˜… 15kstars
โ†’#14
88
mcp-evalsnpm
GitHub Action for evaluating MCP server tool calls using LLM-based scoring
113kweekly dl
โ˜… 128stars
โ†’#15
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.
105kweekly dl
โ˜… 2kstars
โ†’#16
93
@modelcontextprotocol/server-sequential-thinkingnpm
MCP server for sequential thinking and problem solving
103kweekly dl
โ˜… 87kstars
โ†’#17
65
agentation-mcpnpm
MCP server for Agentation - visual feedback for AI coding agents
93kweekly dl
โ˜… 0stars
โ†’#18
86
@azure-devops/mcpnpm
MCP server for interacting with Azure DevOps
โš  1 secretdev-tools
91kweekly dl
โ˜… 2kstars
โ†’#19
85
@notionhq/notion-mcp-servernpm
Official MCP server for Notion API
โš  1 secret
87kweekly dl
โ˜… 4kstars
โ†’#20
91
@ui5/mcp-servernpm
MCP server for SAPUI5/OpenUI5 development
82kweekly dl
โ˜… 88stars
โ†’#21
93
@modelcontextprotocol/server-memorynpm
MCP server for enabling memory for Claude through a knowledge graph
76kweekly dl
โ˜… 87kstars
โ†’#22
91
next-devtools-mcpnpm
Next.js development tools MCP server with stdio transport
71kweekly dl
โ˜… 767stars
โ†’#23
87
mcp-server-duckdbpypi
A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities
70kweekly dl
โ˜… 176stars
โ†’#24
86
@penpot/mcpnpm
MCP server for Penpot integration
โš  1 secret
65kweekly dl
โ˜… 49kstars
โ†’#25
77
@supabase/mcp-server-supabasenpm
MCP server for interacting with Supabase
โš  2 secrets
61kweekly dl
โ˜… 3kstars
โ†’#26
92
tavily-mcpnpm
MCP server for advanced web search using Tavily
60kweekly dl
โ˜… 2kstars
โ†’#27
65
hlims-mcpnpm
HLIMS Agent MCP Server - stdio proxy for remote HLIMS MCP service (็กฌไปถไธญๅฟƒๅฎž้ชŒๅฎคไฟกๆฏ็ฎก็†็ณป็ปŸ)
59kweekly dl
โ˜… 0stars
โ†’#28
89
@cap-js/mcp-servernpm
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
58kweekly dl
โ˜… 98stars
โ†’#29
84
arcade-mcppypi
MCP Server Framework and Tool Development library for building custom capabilities into agents.
โš  1 secret
56kweekly dl
โ˜… 918stars
โ†’#30
92
@modelcontextprotocol/server-everythingnpm
MCP server that exercises all the features of the MCP protocol
54kweekly dl
โ˜… 87kstars
โ†’
showing 30 of 9337 servers

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