MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33901 |
kenall-mcp
Claim
MCP server that provides access to the Kenall postal code API for Japanese addr…
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| 33902 |
MCP YouTube Downloader
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MCP server for downloading videos and audio from YouTube and hundreds of other …
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| 33903 |
LinkedIn MCP Server
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Enables AI agents to interact with LinkedIn through MCP tools for retrieving co…
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| 33904 |
AllTrails MCP Client
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Enables searching hiking trails from AllTrails.com via MCP, with smart caching …
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| 33905 |
Quorum Git Agent
Claim
Analyze GitHub repositories with health scores, issue triage, and action items …
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| 33906 |
S3 Data Lake MCP Server
Claim
Enables AI agents to query S3 data lakes using natural language, with support f…
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| 33907 |
grafeo-mcp
Claim
Enables AI agents to interact with an embedded graph database (GrafeoDB) via th…
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| 33908 |
profitlee-mcp
Claim
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
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| 33909 |
Region Weather
Claim
Provide accurate and up-to-date weather information for any city or region worl…
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| 33910 |
Remote MCP Server
Claim
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
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| 33911 |
gallica-mcp
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Enables searching and accessing OCR text from millions of digitized documents i…
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| 33912 |
techno-leave-manager-mcp
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| 33913 |
sshrew
Claim
Enables Claude to read files and run allowlisted commands on any Linux machine …
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| 33914 |
sketchfab-mcp-server
Claim
Enables AI clients to search, browse, inspect, and download 3D models from Sket…
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| 33915 |
demo-mcp-server
Claim
A modular Python MCP server providing tools for text echoing, system informatio…
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| 33916 |
mcp-data-cincinnati
Claim
Provides access to Cincinnati open data via the Socrata SODA API, allowing user…
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| 33917 |
arxiv-mcp
Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
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| 33918 |
MCP Server OpenAI Chat
Claim
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
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| 33919 |
Convyy MCP
Claim
Enables AI agents to create and manage Convyy boards, including diagrams, kanba…
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| 33920 |
weight-mcp
Claim
A personal calorie and protein counter MCP server for use inside claude.ai, ena…
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| 33921 |
printful-mcp-server
Claim
Enables to create print-on-demand products using the Printful API, allowing use…
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| 33922 |
gmail-mcp
Claim
Enables reading Gmail emails through the Model Context Protocol, supporting lis…
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| 33923 |
vite-react-teimplate
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| 33924 |
gaode
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| 33925 |
mcp-server-graphdb
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| 33926 |
jenkins-mcp
Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
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| 33927 |
gems-mcp
Claim
MCP server wrapping xGEMS for thermodynamic equilibrium calculations, offering …
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| 33928 |
FitnessMCP
Claim
A unified MCP server that connects AI assistants to multiple fitness services (…
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| 33929 |
gogcli-mcp-docs
Claim
Extended Google Docs for Claude via gogcli — auth + full Docs and comments supp…
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| 33930 |
gemini-image-generator
Claim
Enables image generation and transformation using Google Gemini AI, with automa…
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| 33931 |
MCP Intigriti Server
Claim
Enables security researchers to interact with Intigriti's bug bounty platform t…
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| 33932 |
eyebrowse
Claim
Eyebrowse is an MCP server that gives AI agents eyes and hands in your real Chr…
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| 33933 |
ts-diagnostics-mcp
Claim
Provides real-time TypeScript diagnostics with intelligent caching for AI agent…
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| 33934 |
mcp-devops-deploy
Claim
Enables automated deployments, environment management, snapshots, and deploymen…
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| 33935 |
agent-notify
Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
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| 33936 |
Pay for x402 paywalls, datasets, and store checkouts on Solana, behind hard spe…
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| 33937 |
anz-schedule-brain
Claim
Provides verified ANZ public holidays, school terms, and business-day calculati…
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| 33938 |
bigmac-mcp
Claim
A small MCP server that turns a shared Ollama box into a team resource for Clau…
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| 33939 |
Refero MCP
Claim
Enables searching the Refero design catalog in plain English and generates DESI…
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| 33940 |
Detects a company CRM, sequencer, and marketing automation from its public webs…
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| 33941 |
stitch-mcp
Claim
A CLI and MCP server to preview, build, and integrate AI-generated UI designs f…
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| 33942 |
vercel-mcp-pro
Claim
A comprehensive MCP server with 70 tools covering the entire Vercel REST API, e…
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| 33943 |
Vision MCP for Reasonix
Claim
Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…
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| 33944 |
skills-mcp
Claim
Enables Claude/MCP agents to search, list, get details, and generate install co…
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| 33945 |
Provides strategic dialogue management and emotional de-escalation for customer…
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| 33946 |
scholar-memory
Claim
Enables scientific literature research through multi-agent search, analysis, an…
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| 33947 |
smolanalytics
Claim
Agent-operated web + product analytics. 47 tools + 13 prompts, answers always m…
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| 33948 |
mcp-techTrend
Claim
Multi-source academic + code + medical-regulatory trend monitoring (arXiv, PubM…
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| 33949 |
Enables searching, downloading, extracting, and comparing WordPress.org plugins…
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| 33950 |
Puppet Master MCP Server
Claim
Provides 26 tools for Puppet Master framework operations including initializati…
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