MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45401 |
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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| 45402 |
COBOL Bridge MCP Server
Claim
Connects legacy COBOL mainframe systems to modern AI governance via MCP, with t…
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| 45403 |
smart-search
Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
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| 45404 |
Nuvio-MCP
Claim
A framework that helps developers quickly build AI Native IDE products.
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| 45405 |
mcp-ssh
Claim
MCP server for remote Linux/Unix server management via SSH, enabling command ex…
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| 45406 |
claude-orchestrator
Claim
Enables spawning and managing multiple Claude Code agents in parallel with mode…
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| 45407 |
habitify
Claim
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| 45408 |
keycrm-mcp
Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
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| 45409 |
Trello MCP Server
Claim
Enables interaction with Trello boards, lists, and cards using the Model Contex…
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| 45410 |
GitHub MCP Server
Claim
Exposes GitHub repository actions (listing PRs/issues, creating issues, merging…
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| 45411 |
mcp-server-graphdb
Claim
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| 45412 |
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
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| 45413 |
openapi-mcp-server
Claim
Connect any HTTP/REST API server using an Open API spec (v3)
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| 45414 |
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
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| 45415 |
Enables autonomous agents to validate, audit, and correct e-invoices against Eu…
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| 45416 |
CKAN MCP Server
Claim
Enables AI assistants and CLI tools to explore and analyze datasets from 600+ g…
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| 45417 |
Nutanix MCP Server
Claim
Enables AI assistants to manage Nutanix infrastructure via Prism Central and Pr…
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| 45418 |
ChatSQL MCP Server
Claim
Enables natural language queries to PostgreSQL by converting questions to SQL u…
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| 45419 |
mcp-server-wtf
Claim
A flight recorder for Claude Code that captures tool calls and observations int…
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| 45420 |
spotify-mcp-server
Claim
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| 45421 |
CoordMCP
Claim
A coordination server that enables multiple AI coding agents to work together o…
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| 45422 |
Weclapp MCP Server
Claim
An MCP server that enables AI to manage parties (companies and individuals) in …
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| 45423 |
public_promo
Claim
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| 45424 |
Deep Validator
Claim
Validates email addresses and URLs in real time using actual DNS, HTTP, and DNS…
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| 45425 |
## Kochava for Advertisers - Official MCP Server
A comprehensive connector for…
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| 45426 |
kit-mcp
Claim
An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands…
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| 45427 |
HiveAudit Readiness
Claim
Multi-jurisdictional AI compliance readiness scoring with sourced penalty math.
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| 45428 |
threlte-mcp
Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
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| 45429 |
Knowledge Server
Claim
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
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| 45430 |
wechat-cli
Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 45431 |
SEOforGPT MCP Server
Claim
Enables AI-driven brand visibility monitoring and SEO project management via th…
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| 45432 |
jaamun
Claim
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| 45433 |
tuskledger-mcp
Claim
Enables AI assistants to query and analyze local personal finance data from Tus…
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| 45434 |
MCP Memory System
Claim
Enables AI assistants to maintain persistent conversations and context between …
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| 45435 |
InstantDB MCP Server
Claim
A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 45436 |
think
Claim
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| 45437 |
Real-time Polymarket analytics for AI agents. Query live prediction market data…
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| 45438 |
mcp_playwright
Claim
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| 45439 |
Say Hello
Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
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| 45440 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 45441 |
Zenith Bridge
Claim
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
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| 45442 |
mcp-server
Claim
Odyssey 앱의 할일·메모·프로젝트·타임라인을 MCP 클라이언트에서 관리
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| 45443 |
Synthetics MCP Server
Claim
A specialized monitoring solution that enables users to create and manage synth…
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| 45444 |
homelab-mcp
Claim
Enables management of homelab infrastructure, including Docker/Podman container…
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| 45445 |
Engineering MCP Server
Claim
Enables language-model agents to create, modify, analyze, and persist process-e…
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| 45446 |
Auto Stitch MCP
Claim
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
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| 45447 |
brain-mcp
Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
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| 45448 |
mcp-sse-test-4
Claim
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| 45449 |
text-transformer
Claim
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
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| 45450 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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