MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 4 hours, 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50101 |
testit-mcp-server
Claim
Enables interaction with TestIT test management platform, allowing management o…
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| 50102 |
rocketmoney-mcp
Claim
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
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| 50103 |
RSSFlow MCP Bridge
Claim
Acts as a secure gateway for remote MCP clients to interact with RSSFlow's loca…
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| 50104 |
ReaperMCP
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Connects AI assistants to REAPER for music production, enabling full control ov…
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| 50105 |
cryptofort
Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
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| 50106 |
uml-search-mcp
Claim
Enables searching across UMass Lowell domain for people, website content, place…
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| 50107 |
Exposes a tool to retrieve mocked documentation records from a simulated databa…
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| 50108 |
Airflow MCP
Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
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| 50109 |
Letterboxd MCP Server
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A comprehensive MCP server that enables users to interact with Letterboxd for s…
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| 50110 |
KDAN PDF
Claim
Upload, edit, compress, protect, redact, and compare PDFs with KDAN PDF in Clau…
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| 50111 |
FusionReactor MCP Server
Claim
Enables AI assistants to query FusionReactor Cloud metrics, logs, and alerts vi…
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| 50112 |
Dogeshit MCP
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Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 dele…
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| 50113 |
gnuradio-mcp-server
Claim
Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…
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| 50114 |
💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for fr…
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| 50115 |
mcpserver-luzia
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| 50116 |
Cornerstone MCP Server
Claim
Enables Claude and other MCP clients to interact with Cornerstone memory, suppo…
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| 50117 |
NFT collection analytics API for AI agents. Floor price, 24h volume, total supp…
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| 50118 |
mcp-multi-model
Claim
One MCP server that routes to 12+ AI providers for text, image, and video gener…
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| 50119 |
test
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| 50120 |
openbeautyfacts
Claim
Enables querying Open Beauty Facts product data through natural language, using…
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| 50121 |
UniMCP
Claim
Unity Editor MCP SDK that exposes Unity Editor capabilities as MCP tools, enabl…
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| 50122 |
aifais-mcp-server
Claim
Headless document processing for AI agents. Invoice extraction, contract analys…
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| 50123 |
Enables remote execution of commands, file operations, screenshots, and clipboa…
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| 50124 |
Enables collaboration with multiple AI providers (Claude, GPT-4, Gemini, Ollama…
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| 50125 |
Time MCP Server
Claim
Provides current time and timezone conversion using IANA timezone names, enabli…
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| 50126 |
principia-mcp
Claim
Enables Claude to access and search a local Zotero library by querying metadata…
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| 50127 |
A Model Context Protocol (MCP) server that provides shipment tracking functiona…
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| 50128 |
mcp-resilland
Claim
AI-powered spatial intelligence for landscape restoration, enabling queries on …
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| 50129 |
files-vector-mcp-server
Claim
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
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| 50130 |
be-eli-mcp
Claim
Enables retrieval of Belgian legislation metadata and full text by ELI coordina…
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| 50131 |
colyseus-docs-mcp
Claim
Provides AI agents with access to the Colyseus documentation, enabling searchin…
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| 50132 |
validator
Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
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| 50133 |
firecrawl-mcp-server
Claim
Enables web scraping and search with batch support, rate limiting, and flexible…
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| 50134 |
TrainingPeaks MCP Server
Claim
Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
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| 50135 |
Playwright MCP
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A server that enables LLMs to interact with web pages through structured access…
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| 50136 |
leave_manager
Claim
Enables natural-language-based employee leave management including leave balanc…
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| 50137 |
Ultimate Android MCP
Claim
Enables LLMs to control and manage Android devices via ADB, including app insta…
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| 50138 |
MoyKlass MCP Server
Claim
Enables AI agents to read MoyKlass CRM data through natural language, providing…
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| 50139 |
llmstxt-mcp
Claim
用于管理远程llms.txt文档的MCP服务器,支持添加、编辑、删除、列出和获取llms.txt文档内容。
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| 50140 |
N8N MCP Server
Claim
Model Context Protocol (MCP) server for managing n8n workflows, allowing Claude…
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| 50141 |
idealo MCP Server
Claim
Search products, compare prices and discover deals across 6 European markets wi…
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| 50142 |
vnbdigital-mcp
Claim
Enables querying German distribution grid operator data from vnbdigital.de and …
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| 50143 |
Tychi MCP
Claim
Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-…
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| 50144 |
data-science-ai-mcp
Claim
data-science-ai-mcp MCP server by MEOK AI Labs
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| 50145 |
AI-powered quantitative research assistant with 45 tools for causal inference m…
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| 50146 |
ChatGPT-compatible MCP server and Electron launcher for controlled local projec…
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| 50147 |
mindcore-mcp
Claim
Enables AI-powered chat and DeFi operations (swap, transfer) via MCP-compliant …
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| 50148 |
RAG-MCP
Claim
A Retrieval Augmented Generation MCP server that ingests documents into a local…
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| 50149 |
grace-hello-mcp
Claim
A simple remote MCP server that exposes a greeting tool (say_hello) and demonst…
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| 50150 |
LeetCode MCP Server
Claim
An MCP server that provides tools to interact with the LeetCode API, enabling p…
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