MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43651 |
pwsh-exec-mcp
Claim
A minimal, transparent PowerShell 7 MCP for Windows — one tool: raw exit code, …
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| 43652 |
DeepMap AI MCP Server
Claim
Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earth…
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| 43653 |
Canvas LMS MCP
Claim
Enables AI agents to access Canvas LMS academic data such as courses, assignmen…
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| 43654 |
merk.a2a
Claim
a2a b2b protocol
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| 43655 |
Enables searching and browsing the entire F5 AI Security documentation using TF…
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| 43656 |
hacknplan-mcp
Claim
Enables Claude to interact with HacknPlan project management via the MCP protoc…
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| 43657 |
Brings DuckDuckGo search (web, news, images, videos) to any MCP-compatible AI c…
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| 43658 |
recall-mcp
Claim
Persistent memory MCP server for AI coding agents. Stores, searches, and retrie…
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| 43659 |
BambooHR MCP Server
Claim
A comprehensive MCP server for BambooHR with 47 tools covering employee managem…
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| 43660 |
Software Planning Tool
Claim
An MCP server that facilitates interactive software development planning by bre…
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| 43661 |
mac-pilot-mcp
Claim
Self-learning macOS automation MCP server that remembers successful patterns an…
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| 43662 |
Your AI Development Conductor - 60 MCP tools for intelligent task orchestration
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| 43663 |
@deay/mcp
Claim
MCP server providing AI assistants with comprehensive documentation about @deay…
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| 43664 |
MCP server for IFC4.3 specification reference — search and retrieve IFC entity …
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| 43665 |
x402 MCP Proxy
Claim
A local MCP proxy that connects to remote MCP servers and automatically handles…
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| 43666 |
Canvas MCP
Claim
Enables Claude to interact with Canvas LMS, allowing natural language queries a…
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| 43667 |
salaxy-mcp
Claim
Exposes Finnish payroll (palkanlaskenta) API as MCP tools for calculating salar…
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| 43668 |
Codex Security Cloud MCP
Claim
MCP server for the Codex Security Cloud service, enabling agents to list, inspe…
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| 43669 |
hostwares-mcp
Claim
Enables deploying sites, managing databases, and troubleshooting deployments on…
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| 43670 |
A structured problem-solving MCP server that breaks down complex tasks into seq…
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| 43671 |
kenall-mcp
Claim
MCP server that provides access to the Kenall postal code API for Japanese addr…
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| 43672 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
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| 43673 |
LinkedIn MCP Server
Claim
Enables AI agents to interact with LinkedIn through MCP tools for retrieving co…
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| 43674 |
france-travail-mcp
Claim
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et R…
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| 43675 |
MCP YouTube Downloader
Claim
MCP server for downloading videos and audio from YouTube and hundreds of other …
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| 43676 |
TypeScript Quickstart
Claim
Jumpstart building TypeScript-based integrations with ready-made examples for g…
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| 43677 |
grafeo-mcp
Claim
Enables AI agents to interact with an embedded graph database (GrafeoDB) via th…
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| 43678 |
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
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| 43679 |
S3 Data Lake MCP Server
Claim
Enables AI agents to query S3 data lakes using natural language, with support f…
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| 43680 |
Quorum Git Agent
Claim
Analyze GitHub repositories with health scores, issue triage, and action items …
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| 43681 |
AllTrails MCP Client
Claim
Enables searching hiking trails from AllTrails.com via MCP, with smart caching …
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| 43682 |
gallica-mcp
Claim
Enables searching and accessing OCR text from millions of digitized documents i…
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| 43683 |
profitlee-mcp
Claim
MCP server for the Profitlee ecommerce profit calculator (Amazon FBA/FBM + TikT…
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| 43684 |
Region Weather
Claim
Provide accurate and up-to-date weather information for any city or region worl…
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| 43685 |
techno-leave-manager-mcp
Claim
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| 43686 |
Hermes Action Bridge
Claim
Delegate real-world actions from Claude Code, Codex, and other agents to Hermes…
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| 43687 |
Search coding challenge solutions by keyword and optionally filter by programmi…
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| 43688 |
Remote MCP Server
Claim
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
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| 43689 |
printful-mcp-server
Claim
Enables to create print-on-demand products using the Printful API, allowing use…
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| 43690 |
MCP Server OpenAI Chat
Claim
AI-powered todo and calendar management using OpenAI and Google Calendar. Suppo…
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| 43691 |
weight-mcp
Claim
A personal calorie and protein counter MCP server for use inside claude.ai, ena…
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| 43692 |
mcp-data-cincinnati
Claim
Provides access to Cincinnati open data via the Socrata SODA API, allowing user…
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| 43693 |
sshrew
Claim
Enables Claude to read files and run allowlisted commands on any Linux machine …
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| 43694 |
MCP Canvas Dev
Claim
A Model Context Protocol (MCP) server for Canvas Medical API/SDK development as…
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| 43695 |
recipe-finder-ai-mcp
Claim
recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 43696 |
document-converter
Claim
Convert documents to Markdown using MarkItDown
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| 43697 |
sketchfab-mcp-server
Claim
Enables AI clients to search, browse, inspect, and download 3D models from Sket…
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| 43698 |
arxiv-mcp
Claim
A streamlined MCP server that connects AI assistants to arXiv's vast collection…
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| 43699 |
Convyy MCP
Claim
Enables AI agents to create and manage Convyy boards, including diagrams, kanba…
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| 43700 |
demo-mcp-server
Claim
A modular Python MCP server providing tools for text echoing, system informatio…
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