MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 3 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58601 |
postlycloud-mcp
Claim
MCP connector for Postly Cloud email service, allowing AI tools to send emails,…
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| 58602 |
technical-impact-analyst
Claim
Analyzes GitHub contributions and maps them to the Karpathy Skills framework, p…
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| 58603 |
Moodle MCP Server
Claim
Enables AI agents to interact with Moodle LMS via the Moodle REST API, supporti…
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| 58604 |
chutes-media-mcp
Claim
Generates images, videos, music, and speech via the Chutes API, saving assets d…
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| 58605 |
cz-eli-mcp
Claim
Enables searching and retrieving Czech legal acts from the e-Sbirka database vi…
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| 58606 |
RepoMap
Claim
Provides AI assistants with a structured, token-efficient map of a codebase's s…
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| 58607 |
MCP Leave Manager Server
Claim
Enables managing employee leave requests, balances, and approvals through natur…
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| 58608 |
Herald MCP
Claim
Enables two AI assistants on different computers to communicate with each other…
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| 58609 |
pesticide-mcp
Claim
A Model Context Protocol server for querying Japanese pesticide registration in…
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| 58610 |
fred-mcp
Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
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| 58611 |
vision-mcp
Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
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| 58612 |
Maya MCP Server
Claim
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
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| 58613 |
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
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| 58614 |
Shopify MCP Manager
Claim
Enables AI assistants like Cursor or Claude Desktop to fully manage a Shopify s…
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| 58615 |
search-docs
Claim
Enables AI agents to search local Markdown documents using natural language, wi…
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| 58616 |
SEO Analytics MCP Server
Claim
Enables querying Google Analytics 4 traffic, engagement, and conversions, as we…
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| 58617 |
openmarkets
Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
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| 58618 |
BrowserPilot
Claim
Enables AI to control browsers via natural language for web automation, testing…
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| 58619 |
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
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| 58620 |
CapCut MCP Server
Claim
Enables AI assistants to fully control CapCut video editing projects, including…
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| 58621 |
Self-healing MCP server that monitors database schema changes, detects differen…
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| 58622 |
MCP from Scratch Server
Claim
A fully working MCP server built from scratch in plain Node.js, implementing to…
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| 58623 |
MCP server to fetch Vietnamese corporate financial reports (balance sheet, inco…
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| 58624 |
emoncms-mcp-server
Claim
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
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| 58625 |
mcp-cloudwatch-explorer
Claim
Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only v…
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| 58626 |
AgentUtility Wordmint
Claim
MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no…
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| 58627 |
SolanaViz MCP Server
Claim
Enables Claude to access, analyze, and visualize Solana blockchain data through…
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| 58628 |
Provides programmatic access to Google Search Console API data through Claude C…
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| 58629 |
Hyperliquid MCP Server
Claim
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
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| 58630 |
mcp-postgres
Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
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| 58631 |
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
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| 58632 |
AWS EKS MCP Server
Claim
Enables creating and managing AWS EKS clusters via Terraform, including VPC, no…
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| 58633 |
sonarqube-api-mcp
Claim
Read-only MCP server that exposes SonarQube Web API tools for issue retrieval, …
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| 58634 |
reforge-mcp
Claim
An MCP server that connects Claude Code to your codebase for automated code cle…
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| 58635 |
@gbs-toolkit/mcp-server
Claim
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
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| 58636 |
Thesma MCP Server
Claim
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
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| 58637 |
MCP Chart Server
Claim
A Model Context Protocol server offering over 15 chart types with Zod schema va…
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| 58638 |
A Model Context Protocol (MCP) server that generates production-ready n8n workf…
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| 58639 |
building-register-mcp
Claim
Queries South Korean building register data (e.g., floor area, parking, seismic…
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| 58640 |
ai-visibility-mcp
Claim
Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/Clau…
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| 58641 |
Workiz MCP Server
Claim
Provides tools to read and write Workiz CRM/Field Service data (jobs, leads, te…
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| 58642 |
taiwan-holiday
Claim
查詢指定日期是否為台灣假期。取得任意日期區間的所有假期與名稱,快速安排行程與請假。掌握年度或月份的假期統計,優化排班與專案規劃。
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| 58643 |
sickslip-verify
Claim
Verify the authenticity of a SickSlip doctor's note from your AI assistant.
Si…
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| 58644 |
mac-mail-mcp
Claim
Provides read-only access to Apple Mail.app emails, accounts, and folders by di…
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| 58645 |
mcp-linux-desktop
Claim
Enables full Linux desktop control including windows, mouse, keyboard, clipboar…
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| 58646 |
boundaryai
Claim
Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify…
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| 58647 |
agent-data
Claim
Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring …
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| 58648 |
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
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| 58649 |
paperSearch
Claim
Enables AI coding agents to search academic papers, resolve biomedical entities…
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| 58650 |
geo-agent
Claim
Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-…
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