MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43651
Jason26214
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
N/A N/A
43652
DeepMapAI
Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earth…
43653
diegoadborges
Enables AI agents to access Canvas LMS academic data such as courses, assignmen…
43654
globallayer
merk.a2a Claim
a2a b2b protocol
43655
kauzy7
Enables searching and browsing the entire F5 AI Security documentation using TF…
43656
mtuska
Enables Claude to interact with HacknPlan project management via the MCP protoc…
43657
arvindg4u
Brings DuckDuckGo search (web, news, images, videos) to any MCP-compatible AI c…
43658
autonsol
recall-mcp Claim
Persistent memory MCP server for AI coding agents. Stores, searches, and retrie…
N/A N/A
43659
BusyBee3333
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
N/A N/A
43660
SolonaBot
An MCP server that facilitates interactive software development planning by bre…
N/A N/A
43661
leesgit
Self-learning macOS automation MCP server that remembers successful patterns an…
N/A N/A
43662
orchestro Claim 1
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
N/A N/A 81
43663
njirolu
@deay/mcp Claim
MCP server providing AI assistants with comprehensive documentation about @deay…
N/A N/A
43664
shuji-bonji
MCP server for IFC4.3 specification reference — search and retrieve IFC entity …
43665
openCMC
A local MCP proxy that connects to remote MCP servers and automatically handles…
N/A N/A
43666
mehdi6132
Canvas MCP Claim
Enables Claude to interact with Canvas LMS, allowing natural language queries a…
43667
afshari-maryam
salaxy-mcp Claim
Exposes Finnish payroll (palkanlaskenta) API as MCP tools for calculating salar…
N/A N/A
43668
obinnanwachukwu1
MCP server for the Codex Security Cloud service, enabling agents to list, inspe…
N/A N/A
43669
iammaksudul
Enables deploying sites, managing databases, and troubleshooting deployments on…
43670
zengwenliang416
A structured problem-solving MCP server that breaks down complex tasks into seq…
43671
knsh14
kenall-mcp Claim
MCP server that provides access to the Kenall postal code API for Japanese addr…
N/A N/A
43672
OyaAIProd
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
43673
Sudharsan2618
Enables AI agents to interact with LinkedIn through MCP tools for retrieving co…
43674
jojolabagarre
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et R…
N/A N/A
43675
lucassnts963
MCP server for downloading videos and audio from YouTube and hundreds of other …
N/A N/A
43676
jaejin0me
Jumpstart building TypeScript-based integrations with ready-made examples for g…
N/A N/A 95
43677
GrafeoDB
grafeo-mcp Claim
Enables AI agents to interact with an embedded graph database (GrafeoDB) via th…
43678
creanlab
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
43679
anespo
Enables AI agents to query S3 data lakes using natural language, with support f…
43680
rom4ik1346
Analyze GitHub repositories with health scores, issue triage, and action items …
43681
dbrown540
Enables searching hiking trails from AllTrails.com via MCP, with smart caching …
N/A N/A
43682
nestordemeure
gallica-mcp Claim
Enables searching and accessing OCR text from millions of digitized documents i…
43683
AronLEEdev
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
N/A N/A
43684
hydavinci
Provide accurate and up-to-date weather information for any city or region worl…
N/A N/A 95
43685 N/A N/A 95
43686
TheBlueHouse75
Delegate real-world actions from Claude Code, Codex, and other agents to Hermes…
N/A N/A
43687
nikhil-bhat
Search coding challenge solutions by keyword and optionally filter by programmi…
N/A N/A 95
43688
hansyou
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
N/A N/A 95
43689
Jasuni69
Enables to create print-on-demand products using the Printful API, allowing use…
43690
mertadali
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
N/A N/A
43691
CommanderTvis
weight-mcp Claim
A personal calorie and protein counter MCP server for use inside claude.ai, ena…
43692
pipeworx-io
Provides access to Cincinnati open data via the Socrata SODA API, allowing user…
43693
duriantaco
sshrew Claim
Enables Claude to read files and run allowlisted commands on any Linux machine …
43694
carainc
A Model Context Protocol (MCP) server for Canvas Medical API/SDK development as…
N/A N/A
43695
CSOAI-ORG
recipe-finder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43696
Zahid-Abbas-Ali-Baig
Convert documents to Markdown using MarkItDown
N/A N/A
43697
AliRezaBeigy
Enables AI clients to search, browse, inspect, and download 3D models from Sket…
43698
Tejas242
arxiv-mcp Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
43699
divulture
Convyy MCP Claim
Enables AI agents to create and manage Convyy boards, including diagrams, kanba…
43700
ZureJack
A modular Python MCP server providing tools for text echoing, system informatio…
N/A N/A
Showing 43651–43700 of 67197 servers
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