MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33901
knsh14
kenall-mcp Claim
MCP server that provides access to the Kenall postal code API for Japanese addr…
N/A N/A
33902
lucassnts963
MCP server for downloading videos and audio from YouTube and hundreds of other …
N/A N/A
33903
Sudharsan2618
Enables AI agents to interact with LinkedIn through MCP tools for retrieving co…
33904
dbrown540
Enables searching hiking trails from AllTrails.com via MCP, with smart caching …
N/A N/A
33905
rom4ik1346
Analyze GitHub repositories with health scores, issue triage, and action items …
33906
anespo
Enables AI agents to query S3 data lakes using natural language, with support f…
33907
GrafeoDB
grafeo-mcp Claim
Enables AI agents to interact with an embedded graph database (GrafeoDB) via th…
33908
AronLEEdev
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
N/A N/A
33909
hydavinci
Provide accurate and up-to-date weather information for any city or region worl…
N/A N/A 95
33910
hansyou
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
N/A N/A 95
33911
nestordemeure
gallica-mcp Claim
Enables searching and accessing OCR text from millions of digitized documents i…
33912 N/A N/A 95
33913
duriantaco
sshrew Claim
Enables Claude to read files and run allowlisted commands on any Linux machine …
33914
AliRezaBeigy
Enables AI clients to search, browse, inspect, and download 3D models from Sket…
33915
ZureJack
A modular Python MCP server providing tools for text echoing, system informatio…
N/A N/A
33916
pipeworx-io
Provides access to Cincinnati open data via the Socrata SODA API, allowing user…
33917
Tejas242
arxiv-mcp Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
33918
mertadali
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
N/A N/A
33919
divulture
Convyy MCP Claim
Enables AI agents to create and manage Convyy boards, including diagrams, kanba…
33920
CommanderTvis
weight-mcp Claim
A personal calorie and protein counter MCP server for use inside claude.ai, ena…
33921
Jasuni69
Enables to create print-on-demand products using the Printful API, allowing use…
33922
SymbolStar
gmail-mcp Claim
Enables reading Gmail emails through the Model Context Protocol, supporting lis…
N/A N/A
33923 N/A N/A 95
33924
xiaoyx996
gaode Claim
N/A N/A 95
33925 N/A N/A 95
33926
mcpland
jenkins-mcp Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
33927
Plutor-05
gems-mcp Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
N/A N/A
33928
senoj100-alt
FitnessMCP Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
81
33929
chrischall
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
N/A N/A
33930
my13each
Enables image generation and transformation using Google Gemini AI, with automa…
N/A N/A
33931
jdc94
Enables security researchers to interact with Intigriti's bug bounty platform t…
33932
evan108108
eyebrowse Claim
Eyebrowse is an MCP server that gives AI agents eyes and hands in your real Chr…
N/A N/A
33933
GNARC0TICS
Provides real-time TypeScript diagnostics with intelligent caching for AI agent…
N/A N/A
33934
mrchris2000
Enables automated deployments, environment management, snapshots, and deploymen…
N/A N/A
33935
F1LT3R
agent-notify Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
N/A N/A
33936
mcp Claim 2
Pay for x402 paywalls, datasets, and store checkouts on Solana, behind hard spe…
N/A N/A 81
33937
TyrenTemp
Provides verified ANZ public holidays, school terms, and business-day calculati…
N/A N/A
33938
TrueNorthIT
bigmac-mcp Claim
A small MCP server that turns a shared Ollama box into a team resource for Clau…
33939
lorecraft-io
Refero MCP Claim
Enables searching the Refero design catalog in plain English and generates DESI…
33940
mambalabsdev
Detects a company CRM, sequencer, and marketing automation from its public webs…
N/A N/A
33941
ayemish
stitch-mcp Claim
A CLI and MCP server to preview, build, and integrate AI-generated UI designs f…
33942
helbertparanhos
A comprehensive MCP server with 70 tools covering the entire Vercel REST API, e…
33943
Dellety
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
N/A N/A
33944
devfellowship
skills-mcp Claim
Enables Claude/MCP agents to search, list, get details, and generate install co…
33945
ilyajob05
Provides strategic dialogue management and emotional de-escalation for customer…
N/A N/A
33946
byBasiliosP
Enables scientific literature research through multi-agent search, analysis, an…
N/A N/A
33947
Arjun0606
Agent-operated web + product analytics. 47 tools + 13 prompts, answers always m…
33948
salwks
Multi-source academic + code + medical-regulatory trend monitoring (arXiv, PubM…
N/A N/A
33949
juanma-wp
Enables searching, downloading, extracting, and comparing WordPress.org plugins…
N/A N/A
33950
ldco
Provides 26 tools for Puppet Master framework operations including initializati…
N/A N/A
Showing 33901–33950 of 67181 servers
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