MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40251 |
identifai-mcp
Claim
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
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| 40252 |
ttutori
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| 40253 |
name-variants
Claim
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
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| 40254 |
FastMCP
Claim
A high-level framework for building MCP servers in Python
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| 40255 |
radar
Claim
The missing open source Kubernetes UI. Topology, event timeline, and service tr…
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| 40256 |
SWLC MCP Server
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A lottery information query service for the Shanghai region that provides winni…
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| 40257 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
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| 40258 |
startup-finance-metrics
Claim
An MCP server for analyzing startup financial health and generating metrics rep…
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| 40259 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
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| 40260 |
Provide seamless integration with Clockify's time tracking API through a compre…
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| 40261 |
QuickChart MCP Server
Claim
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
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| 40262 |
Desktop Commander
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Execute terminal commands and manage files with diff editing capabilities. Codi…
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| 40263 |
Formath MCP
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Enables extraction of mathematical content from TeX papers and conversion to Le…
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| 40264 |
Vennio Scheduling
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Programmable time infrastructure — scheduling and availability tools for AI age…
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| 40265 |
Discover and compare Kazokus — the community platform with zero transaction fee…
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| 40266 |
Spark History MCP Server
Claim
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
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| 40267 |
hashsign
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| 40268 |
agentdomain-mcp
Claim
Register and manage internet domains for AI agents via AgentDomain
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| 40269 |
mcp-open-library
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| 40270 |
review-code
Claim
生成统一的代码评审提示,覆盖整体、单文件与差异审查场景。解析审查文本中的总分,输出标准化评分。帮助团队规范评审流程、提升代码质量与一致性。
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| 40271 |
bouldinsai
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| 40272 |
Book Sandals, Beaches, and cruises through Pixie Vacations with co-branded book…
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| 40273 | — | |||||||||
| 40274 |
dot
Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
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| 40275 |
SiteScore MCP Server
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Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 40276 |
Trello MCP Server
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Enables interaction with Trello boards, lists, and cards using the Model Contex…
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| 40277 |
Slack MCP Server
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Enables complete Slack integration through natural language in Cursor IDE, supp…
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| 40278 |
Solana DEX pool liquidity API for AI agents. Analyze pool depth across Raydium,…
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| 40279 |
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
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| 40280 |
email-automation-mcp
Claim
email-automation-mcp MCP server by MEOK AI Labs
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| 40281 |
pipeworx gateway
Claim
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
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| 40282 |
wechat-cli
Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 40283 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 40284 |
Knowledge Server
Claim
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
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| 40285 |
jaamun
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| 40286 |
mcp-gera-clinic
Claim
Search doctors, check availability, book medical appointments. 7 tools. 50+ cou…
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| 40287 |
Agentic News
Claim
AI-powered news intelligence via MCP. 21 tools for personalized monitoring — cr…
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| 40288 |
Say Hello
Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
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| 40289 |
mcp_playwright
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| 40290 |
Auto Stitch MCP
Claim
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
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| 40291 |
Hyperliquid MCP Server
Claim
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
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| 40292 |
mcp-sse-test-4
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| 40293 |
threatnews2
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| 40294 |
mailx-tools
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| 40295 |
vsfclubnew5
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| 40296 |
Kubecost MCP Server
Claim
An implementation that enables AI assistants to interact with Kubecost cost man…
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| 40297 |
DocsFetcher
Claim
Fetch npm package documentation and present it for LLMs.
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| 40298 |
etapa
Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
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| 40299 |
invarium
Claim
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| 40300 |
Coppermind CMO
Claim
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
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