MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35801 |
technical-impact-analyst
Claim
Analyzes GitHub contributions and maps them to the Karpathy Skills framework, p…
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| 35802 |
chutes-media-mcp
Claim
Generates images, videos, music, and speech via the Chutes API, saving assets d…
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| 35803 |
valerie-mcp
Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
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| 35804 |
cz-eli-mcp
Claim
Enables searching and retrieving Czech legal acts from the e-Sbirka database vi…
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| 35805 |
Maya MCP Server
Claim
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
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| 35806 |
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
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| 35807 |
Herald MCP
Claim
Enables two AI assistants on different computers to communicate with each other…
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| 35808 |
pesticide-mcp
Claim
A Model Context Protocol server for querying Japanese pesticide registration in…
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| 35809 |
fred-mcp
Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
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| 35810 |
vision-mcp
Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
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| 35811 |
MCP Leave Manager Server
Claim
Enables managing employee leave requests, balances, and approvals through natur…
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| 35812 |
openmarkets
Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
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| 35813 |
CapCut MCP Server
Claim
Enables AI assistants to fully control CapCut video editing projects, including…
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| 35814 |
emoncms-mcp-server
Claim
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
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| 35815 |
MCP server to fetch Vietnamese corporate financial reports (balance sheet, inco…
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| 35816 |
mcp-cloudwatch-explorer
Claim
Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only v…
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| 35817 |
Self-healing MCP server that monitors database schema changes, detects differen…
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| 35818 |
BrowserPilot
Claim
Enables AI to control browsers via natural language for web automation, testing…
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| 35819 |
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
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| 35820 |
search-docs
Claim
Enables AI agents to search local Markdown documents using natural language, wi…
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| 35821 |
SEO Analytics MCP Server
Claim
Enables querying Google Analytics 4 traffic, engagement, and conversions, as we…
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| 35822 |
MCP from Scratch Server
Claim
A fully working MCP server built from scratch in plain Node.js, implementing to…
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| 35823 |
event-planning-ai-mcp
Claim
event-planning-ai-mcp MCP server by MEOK AI Labs
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| 35824 |
SolanaViz MCP Server
Claim
Enables Claude to access, analyze, and visualize Solana blockchain data through…
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| 35825 |
Hyperliquid MCP Server
Claim
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
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| 35826 |
mcp-postgres
Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
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| 35827 |
Provides programmatic access to Google Search Console API data through Claude C…
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| 35828 |
D-Tools MCP Server
Claim
A production-ready MCP server that connects AI assistants to the D-Tools System…
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| 35829 |
sonarqube-api-mcp
Claim
Read-only MCP server that exposes SonarQube Web API tools for issue retrieval, …
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| 35830 |
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
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| 35831 |
AWS EKS MCP Server
Claim
Enables creating and managing AWS EKS clusters via Terraform, including VPC, no…
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| 35832 |
build-quality-mcp
Claim
Enables Claude-powered pre-push code review, blocking bad commits by analyzing …
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| 35833 |
reforge-mcp
Claim
An MCP server that connects Claude Code to your codebase for automated code cle…
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| 35834 |
@gbs-toolkit/mcp-server
Claim
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
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| 35835 |
MCP Chart Server
Claim
A Model Context Protocol server offering over 15 chart types with Zod schema va…
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| 35836 |
omnicord
Claim
Your AI runs your Discord server: chat, moderation, admin, even building it all…
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| 35837 |
A Model Context Protocol (MCP) server that generates production-ready n8n workf…
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| 35838 |
Thesma MCP Server
Claim
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
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| 35839 |
building-register-mcp
Claim
Queries South Korean building register data (e.g., floor area, parking, seismic…
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| 35840 |
ai-visibility-mcp
Claim
Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/Clau…
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| 35841 |
mcpserv
Claim
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| 35842 |
Workiz MCP Server
Claim
Provides tools to read and write Workiz CRM/Field Service data (jobs, leads, te…
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| 35843 |
mac-mail-mcp
Claim
Provides read-only access to Apple Mail.app emails, accounts, and folders by di…
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| 35844 |
mcp-linux-desktop
Claim
Enables full Linux desktop control including windows, mouse, keyboard, clipboar…
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| 35845 |
dcp
Claim
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte fr…
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| 35846 |
boundaryai
Claim
Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify…
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| 35847 |
This server provides guidance and recommendations based on AWS's Well-Architect…
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| 35848 |
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
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| 35849 |
AIノアカリ☆ One-Minute Akari
Claim
A free one-minute reset for people, delivered by AI, with no account or persona…
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| 35850 |
agent-data
Claim
Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring …
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