MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55051 |
my-mcp-server
Claim
A TypeScript MCP server boilerplate providing example tools and resources for r…
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| 55052 |
SKP mcp
Claim
SkinKnowledgeBase provides source-backed skincare question answering and produc…
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| 55053 |
SSH MCP
Claim
SSH MCP is a Model Context Protocol tool for managing and interacting with mult…
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| 55054 |
procurement-graph
Claim
Exposes a dependency graph of strategic sourcing artifacts and analyses as an M…
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| 55055 |
Context Processor
Claim
An MCP server for saving, managing, and enhancing context with pre-processing s…
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| 55056 |
pdf-tables-mcp
Claim
Enables agents to extract clean structured JSON tables from any PDF with per-ce…
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| 55057 |
Continuum
Claim
An autonomous AI showrunner for serialized vertical micro-drama that generates …
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| 55058 |
origin-MCP
Claim
Enables AI assistants to control Origin 2025b for scientific plotting via natur…
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| 55059 |
让 AI 与 Chrome 浏览器实时交互:获取历史请求、控制台日志、RUM/埋点事件,并动态设置 Mock 数据。
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| 55060 |
project10
Claim
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| 55061 |
powerbi-mcp
Claim
Enables interaction with Power BI and Fabric through MCP tools, including works…
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| 55062 |
GolfBox MCP
Claim
A local MCP server for GolfBox tee-time workflows that lets agent clients authe…
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| 55063 |
mcp-te-server
Claim
MCP proxy server for ThinkingEngine with automatic browser-based authentication…
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| 55064 |
Canny MCP Server
Claim
Enables interaction with Canny.io customer feedback platform through natural la…
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| 55065 |
UniFi MCP Server
Claim
Enables MCP-capable clients to interact with UniFi Site Manager and UniFi Dream…
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| 55066 |
google-play-mcp
Claim
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| 55067 |
computer-use
Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
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| 55068 |
mega-mcp
Claim
Turn any public MEGA folder into a knowledge source for Claude & other LLMs
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| 55069 |
inferbench
Claim
InferBench's MCP server lets coding agents run, serve and benchmark local LLMs …
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| 55070 |
mcp-job-queue
Claim
Enables MCP clients to submit long-running jobs that are executed safely in iso…
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| 55071 |
supos MCP Server
Claim
Enables querying topic tree structures, topic details, and real-time data from …
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| 55072 |
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
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| 55073 |
metabase-mcp
Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
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| 55074 |
thermal-mcp-server
Claim
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
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| 55075 |
Integrate your applications with real-world data and tools seamlessly. Access f…
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| 55076 |
brightdata-mcp
Claim
test111
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| 55077 |
sonsuchup-mcp
Claim
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
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| 55078 |
Enables basic arithmetic operations (add, subtract, multiply, divide, modulo) v…
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| 55079 |
Enables submitting URLs to the Rapid URL Indexer API, tracking submissions acro…
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| 55080 |
Say Hello
Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
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| 55081 |
Evidence-grounded web research for AI agents. Verifies page-local claims with c…
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| 55082 |
maximo-jobplan
Claim
Enables natural language interactions for creating, querying, updating, and del…
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| 55083 |
Generates Chinese mining rights daily briefs with data status and citation sour…
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| 55084 |
APIAny MCP Server
Claim
Provides tools for discovering AI models, checking pricing, retrieving API docu…
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| 55085 |
TracePulse
Claim
Runtime feedback MCP server for AI coding agents. It watches dev server logs, p…
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| 55086 |
Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…
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| 55087 |
agentfetch
Claim
An open-source web retrieval MCP server that fetches, crawls, and searches the …
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| 55088 |
biliscribe
Claim
Extracts and formats Bilibili video content into structured text, optimized for…
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| 55089 |
Enables AI-assisted development of CodeQL queries for security analysis through…
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| 55090 |
bitmap-mcp
Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
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| 55091 |
google-ads-mcp
Claim
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
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| 55092 |
laozhang-image MCP
Claim
Enables image generation and editing using laozhang.ai's OpenAI-compatible API,…
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| 55093 |
Arcane MCP
Claim
AI-powered Docker management server that enables natural language control of en…
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| 55094 |
@nebuloss/r2-re-mcp
Claim
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
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| 55095 |
Tulimoa
Claim
Discover curated SaaS and AI-agent tools from the Tulimoa directory.
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| 55096 |
real-estate-listing-mcp
Claim
real-estate-listing-mcp MCP server by MEOK AI Labs
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| 55097 |
indesign-mcp
Claim
A custom MCP server that lets Claude Code read, search, and manipulate Adobe In…
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| 55098 |
france-travail-mcp
Claim
MCP server connecting AI assistants to official France Travail APIs for real-ti…
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| 55099 |
Engedi
Claim
Provides live data API for AI agents with 51 REST endpoints across finance, tra…
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| 55100 |
weather-mcp-server
Claim
Provides real-time weather and forecast data via MCP tools, enabling AI agents …
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