$ timeahead.in
/servers/blog/about
🏆 top by score📦 most downloaded🆕 new arrivals⚠ security risks📉 score drops⚡ compare
9,337 servers scored· updated nightly· 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.

🏆 top by score📦 most downloaded🆕 new arrivals⚠ security risks📉 score drops⚡ compare
Security35%
+
Freshness25%
+
Adoption20%
+
Quality10%
+
Trust10%
=
MCPScore0–100

Methodology is public and versioned — read how scoring works →

🏆 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

📉 Score Drops to Watch

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

Browse by category

DatabasesDev ToolsWeb ScrapingAutomationAI & MLFinanceMonitoringCommunicationSearchStorageOther

Server directory

Compare servers →
registry:
allnpmpypigithub
score:
any60+80+
sort:
score ↑stars ↓downloads ↓secrets ↑
// filtered results
#1
60
@1key4ai/mcp-studionpm
1K4 Studio bridge for Claude Code. Send messages, manage files, and act as a Studio agent via MCP tools.
493weekly dl
★ 0stars
→#2
60
@fastmcp-me/hourei-mcp-servernpm
MCP server for Japanese law information using e-Gov API
0weekly dl
★ 0stars
→#3
60
@fastmcp-me/mcp-nodejs-servernpm
Integration layer between Model Context Protocol and Gentoro's MCP Server implementation
0weekly dl
★ 0stars
→#4
60
@fastmcp-me/mcp-task-manager-servernpm
My new MCP Server
automation
0weekly dl
★ 0stars
→#5
60
@fastmcp-me/nervusdb-mcpnpm
Official MCP server for NervusDB - Code knowledge graph with repomix integration
0weekly dl
★ 0stars
→#6
60
@fastmcp-me/zoom-mcp-servernpm
Zoom meetings mcp server.
0weekly dl
★ 0stars
→#7
60
@fragments-sdk/clinpm
CLI, MCP server, and dev tools for Fragments design system
495weekly dl
★ 0stars
→#8
60
@gitdealflow/mcp-signalnpm
MCP server for VC Deal Flow Signal — search startup engineering acceleration data across 20 sectors. Commit velocity, contributor growth, and repo expansion signals for seed/Series A investors.
search
519weekly dl
★ 0stars
→#9
60
@github/computer-use-mcpnpm
Computer Use MCP Server
dev-tools
25kweekly dl
★ 0stars
→#10
60
@idealyst/mcp-servernpm
MCP server providing documentation and examples for the Idealyst framework
497weekly dl
★ 0stars
→#11
60
@layers/amba-mcpnpm
MCP server tools for amba — agentic developer onboarding, project provisioning, and SDK introspection over the Model Context Protocol.
522weekly dl
★ 0stars
→#12
60
@occam-scaly/mcp-servernpm
MCP server for Scaly - connect AI assistants to your cloud infrastructure
513weekly dl
★ 0stars
→#13
60
@shrkcrft/mcp-servernpm
SharkCraft MCP server: read-only @modelcontextprotocol/sdk tools (stdio + streamable-HTTP) for AI coding agents.
487weekly dl
★ 0stars
→#14
60
@userflux/mcp-servernpm
UserFlux MCP Server for data analytics
507weekly dl
★ 0stars
→#15
60
ai.smithery/aamangeldi-dad-jokes-mcpgithub
Get a random dad joke or search by keyword to fit any moment. Retrieve specific jokes by ID for re…
0weekly dl
★ 0stars
→#16
60
ai.smithery/afgong-sqlite-mcp-servergithub
Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
0weekly dl
★ 0stars
→#17
60
ai.smithery/ctaylor86-mcp-video-download-servergithub
Connect your video workflows to cloud storage. Organize and access video assets across projects wi…
0weekly dl
★ 0stars
→#18
60
ai.smithery/cuongpo-coti-mcpgithub
Connect to the COTI blockchain to manage accounts, transfer native tokens, and deploy and operate…
0weekly dl
★ 0stars
→#19
60
ai.smithery/Danushkumar-V-mcp-discordgithub
An MCP server that integrates with Discord to provide AI-powered features.
0weekly dl
★ 0stars
→#20
60
ai.smithery/faithk7-gmail-mcpgithub
Manage Gmail messages, threads, labels, drafts, and settings from your workflows. Send and organiz…
0weekly dl
★ 0stars
→#21
60
ai.smithery/ImRonAI-mcp-server-browserbasegithub
Automate cloud browsers to navigate websites, interact with elements, and extract structured data.…
0weekly dl
★ 0stars
→#22
60
ai.smithery/jenniferjiang0511-mit-ai-studio-hw3github
Greet people by name and check local forecasts and weather alerts across the U.S. Switch to a play…
0weekly dl
★ 0stars
→#23
60
ai.smithery/jessicayanwang-testgithub
Fetch latest and historical currency exchange rates from Frankfurter. Convert amounts between curr…
0weekly dl
★ 0stars
→#24
60
ai.smithery/jirispilka-actors-mcp-servergithub
Greet anyone by name with friendly, personalized messages. Explore the origin of Hello, World thro…
0weekly dl
★ 0stars
→#25
60
ai.smithery/JMoak-chrono-mcpgithub
Convert and compare dates and times across any timezone with flexible, locale-aware formatting. Ad…
0weekly dl
★ 0stars
→#26
60
ai.smithery/keremurat-jsongithub
Compare two JSON files deeply without worrying about key or array order. Detect missing, extra, an…
0weekly dl
★ 0stars
→#27
60
ai.smithery/morosss-sdfsdfgithub
Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…
0weekly dl
★ 0stars
→#28
60
ai.smithery/mrugankpednekar-mcp-optimizergithub
Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…
0weekly dl
★ 0stars
→#29
60
ai.smithery/plainyogurt21-sec-edgar-mcpgithub
Provide AI assistants with real-time access to official SEC EDGAR filings and financial data. Enab…
0weekly dl
★ 0stars
→#30
60
ai.smithery/renCosta2025-context7forkgithub
Get up-to-date, version-specific documentation and code examples from official sources directly in…
0weekly dl
★ 0stars
→
showing 30 of 9337 servers

Watch your MCP stack.
Get alerts when scores drop.

Free for 3 servers. No credit card.

Used by developers worldwide