MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24401
pansin
Browser MCP Server Claim 1
A Model Context Protocol server for browser automation that uses Puppeteer to p…
D 51 43 27 47 N/A 38 95
24402
lin2000wl
Serena MCP Server Claim
A coding agent toolkit that transforms LLMs into coding assistants capable of w…
D 51 44 48 27 50 80
24403
dedalus-labs
Enables secure interaction with Supabase databases via the PostgREST API, suppo…
D 51 44 48 27 46 83
24404
ag2-mcp-servers
An MCP server for Google's Certificate Authority API that enables management of…
D 51 44 45 52 21 80
24405
ag2-mcp-servers
An MCP server that enables interaction with Velo Payments APIs for global payme…
D 51 44 45 52 21 80
24406
sedwardstx
MCP Log Analyzer Claim 1
A Model Context Protocol server that analyzes various log types on Windows syst…
D 51 43 45 28 N/A 38 91
24407
AI-Guru
Straight Connect Claim 1
An MCP server for communication service connectors that currently provides mult…
D 51 44 49 41 30 81
24408
ag2-mcp-servers
An MCP Server that enables interaction with Google's Public Certificate Authori…
D 51 44 45 55 21 78
24409
edogola4
Enables AI models to access external services including weather data, file syst…
D 51 44 48 43 29 81
24410
Starlightmii
A robust system that connects web UI to After Effects, enabling real-time comma…
D 51 43 42 31 N/A 34 95
24411
maksdizzy
Enables creation and management of Google Forms with support for all 12 questio…
D 51 44 48 43 27 81
24412
hemanth
A Model Context Protocol server that provides tools for fetching xkcd comics an…
D 51 44 33 65 22 81
24413
markswendsen-code
mcp-apple Claim 1
Provides tools to search for apps and music via the iTunes Search API and monit…
D 51 44 60 26 30 82
24414
Shan-Zhu
shuck-file Claim
Any file in, Markdown out — read only what matters.
D 51 43 60 0 N/A 47 92
24415
ag2-mcp-servers
An MCP server that provides access to Google's API Discovery Service, allowing …
D 51 44 45 57 21 74
24416
gabrielpierobon
A Model Context Protocol server that enables AI agents to interact with n8n wor…
D 51 44 57 35 21 81
24417
ag2-mcp-servers
An MCP server that enables interaction with Google's Traffic Director API, allo…
D 51 44 45 55 21 76
24418
zahidhasanaunto
mcp-honojs Claim
A lightweight Hono.js middleware for building Model Context Protocol servers us…
D 51 44 78 0 35 81
24419
cloudsmithy
Enables AI agents to interact with INFINI Easysearch (compatible with Elasticse…
D 51 44 54 35 25 81
24420
BACH-AI-Tools
Enables bank identification number (BIN) lookups via the Bin Lookup Checker API…
D 51 44 50 27 45 80
24421
datYori
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, an…
D 51 44 60 33 16 82
24422
SShadowS
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
D 51 43 39 30 N/A 51 87
24423
ag2-mcp-servers
An MCP server that provides access to Google's Access Context Manager API, enab…
D 51 44 45 50 21 81
24424
agentskills
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI M…
D 51 55 52 61 0 57 84
24425
josh-thurston
An MCP server that enables interaction with the CrowdStrike Falcon API for mana…
D 51 44 53 42 22 80
24426
ag2-mcp-servers
An MCP server for Microsoft's Cognitive Services Custom Vision Training API tha…
D 51 44 45 50 21 83
24427
ag2-mcp-servers
An MCP server for interacting with HubSpot's authentication API, enabling secur…
D 51 44 45 57 21 76
24428
Helm-Protocol
openttt-pot Claim
Proof-of-Time transaction ordering verification for AI agents. 5 MCP tools.
D 51 43 60 0 N/A 47 92
24429
ag2-mcp-servers
An MCP Server that provides access to the Jumpseller e-commerce platform API, a…
D 51 44 45 47 21 84
24430
vdinesh18
A portable packaging template for distributing MCP server components with utili…
D 51 43 60 10 N/A 30 95
24431
ag2-mcp-servers
An MCP server for accessing India's National Digital Health Mission (NDHM) Heal…
D 51 44 45 52 21 81
24432
WaterTian
wechat-devtools-mcp Claim 1
MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggr…
D 51 33 21 N/A N/A 41 95
24433
Boysam2
fa Claim
D 51 33 26 N/A N/A 33 95
24434
Cognitive-Stack
An MCP server that analyzes stock trading volume to identify significant price …
D 51 44 45 53 16 81
24435
0ui-labs
Agentic Workbench Claim
An MCP-based tool orchestrator that exposes a single execute_task tool to Claud…
D 51 44 60 21 29 85
24436
madosh
MCP FOR ITSM Claim
MCP FOR ITSM TOOL INTEGRATION
D 51 44 48 36 39 78
24437
thinkprompt
A Model Context Protocol server providing document translation, text translatio…
D 51 43 33 41 N/A 36 95
24438
robobobby
mcp-swedish-weather Claim 1
Provides access to current weather conditions and hourly forecasts for any loca…
D 51 44 56 31 30 80
24439
StevenROyola
This server provides a standardized framework using the Model Context Protocol …
D 51 44 66 25 20 81
24440
protagolabs
Provides a comprehensive suite of Web3 tools for querying token addresses, news…
D 51 44 48 41 30 80
24441
kiarashplusplus
stdio-proxy Claim
Undisk MCP: safe file memory for AI agents.
D 51 33 44 N/A N/A 21 83
24442
scmcphub
SCMCP Claim 1
An MCP server that enables scRNA-Seq analysis through natural language, providi…
D 51 44 45 17 63 82
24443
ramp-public
Ramp MCP Server Claim 1
A Model Context Protocol server that enables access to Ramp financial data thro…
D 51 44 39 43 41 81
24444
RushikeshYeole24
smithery-doc Claim
D 51 33 42 N/A N/A 9 95
24445
hsiangjenli
Gitignore MCP Tool Claim 1
An MCP server that generates project-specific .gitignore files and lists availa…
D 51 44 27 62 36 82
24446
memextech
Vibe Stack MCP Claim
Helps developers choose optimal technology stacks through progressive questioni…
D 51 44 60 27 24 83
24447 D 51 43 42 27 N/A 44 91
24448
rutika196
Vizdown-MCP Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
D 51 43 72 0 N/A 33 89
24449
hburgoyne
MCP Server Claim
A Django-based implementation of the Model Context Protocol (MCP) for managing …
D 51 44 48 50 18 81
24450
service-atlas
Provides tools to communicate with a service dependency API, enabling users to …
D 51 43 50 25 N/A 30 95
Showing 24401–24450 of 66534 servers
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