MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow retro| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49101 |
Max MCP Server
Claim
Connects AI assistants to AnswerRocket's Max AI platform, enabling access to Ma…
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| 49102 |
pulse-mcp
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Free MCP server for fetching social media metrics (views, likes, comments) from…
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| 49103 |
Redshift MCP Server
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Enables interacting with Amazon Redshift databases through SQL queries, schema …
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| 49104 |
brain-mcp
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A private, local AI second brain for Markdown notes, providing hybrid search an…
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| 49105 |
ViewMax Studio MCP
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Enables Claude to generate AI videos using ViewMax Studio's video generation to…
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| 49106 |
Engineering MCP Server
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Enables language-model agents to create, modify, analyze, and persist process-e…
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| 49107 |
homelab-mcp
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Enables management of homelab infrastructure, including Docker/Podman container…
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| 49108 |
contabo-mcp
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Enables full operational control over Contabo VPS/VDS infrastructure through na…
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| 49109 |
AI Team OS
Claim
Turns Claude Code into a self-driving AI company with autonomous CEO, agent tea…
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| 49110 |
quiz-generator-ai-mcp
Claim
quiz-generator-ai-mcp MCP server by MEOK AI Labs
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| 49111 |
Enables AI agents to query Microsoft Copilot Studio telemetry and governance da…
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| 49112 |
mcp_playwright
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| 49113 |
Zenith Bridge
Claim
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
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| 49114 |
An MCP server that enables AI assistants like Claude to interact with Substack …
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| 49115 |
Setup Agent MCP
Claim
Enables AI assistants to automatically analyze GitHub repositories and set up d…
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| 49116 |
InstantDB MCP Server
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A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 49117 |
think
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| 49118 |
DirForge
Claim
Read-only directory listing web app with a built-in MCP server: directory brows…
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| 49119 |
dodo-agent-plugin
Claim
Official Dodo Payments MCP servers — `dodopayments-api` for live payments, subs…
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| 49120 |
Freepik MCP
Claim
Enables AI assistants to search, download, and generate visual content using Fr…
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| 49121 |
wechat-cli
Claim
WeChat/微信 local chat history MCP server for macOS agents. Read messages, contac…
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| 49122 |
Knowledge Server
Claim
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
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| 49123 |
tuskledger-mcp
Claim
Enables AI assistants to query and analyze local personal finance data from Tus…
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| 49124 |
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
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| 49125 |
nextjsui9
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| 49126 |
MCP Express on Netlify
Claim
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
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| 49127 |
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
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| 49128 |
threlte-mcp
Claim
An MCP server for inspecting and manipulating Three.js/Threlte scenes in real-t…
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| 49129 |
KAIROS MCP
Claim
Enables AI agents to store and execute reusable protocol chains with persistent…
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| 49130 |
deepseek-pp
Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
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| 49131 |
aistuff
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| 49132 |
ChatSQL MCP Server
Claim
Enables natural language queries to PostgreSQL by converting questions to SQL u…
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| 49133 |
geometra
Claim
Enables AI agents to interact with UIs via semantic geometry, filling forms and…
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| 49134 |
gong-mcp
Claim
MCP server for interacting with Gong's sales engagement platform, enabling acce…
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| 49135 |
Sensor Bio MCP Server
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Connects Sensor Bio wearable data to AI assistants via the Model Context Protoc…
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| 49136 |
github-mcp-server
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Enables management of GitHub issues, milestones, projects, and labels for a sin…
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| 49137 |
FreeTaxUSA MCP Server
Claim
Enables AI agents to file taxes through FreeTaxUSA by automating a browser, all…
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| 49138 |
mcp-gsuite-enhanced
Claim
Comprehensive MCP server for Google Workspace with complete Gmail API coverage …
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| 49139 |
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
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| 49140 |
ShippingRates
Claim
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
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| 49141 |
agent-debugger
Claim
Enables AI agents to investigate backend incidents by executing runbooks that g…
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| 49142 |
CoordMCP
Claim
A coordination server that enables multiple AI coding agents to work together o…
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| 49143 |
Blender MCP Server
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Enables AI-powered 3D content creation in Blender through natural language, inc…
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| 49144 |
coremodels-mcp-server
Claim
CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…
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| 49145 |
skill-manager
Claim
SkillDock is a skill manager and MCP manager for installing, viewing, updating,…
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| 49146 |
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
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| 49147 |
medharness
Claim
Harness Engineering for Medical AI Coding · HIPAA + PIPL compliant · 12-step SO…
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| 49148 |
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
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| 49149 |
An MCP server for GNU Radio that enables LLMs to autonomously create and modify…
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| 49150 |
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