MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27101 |
x402-discovery
Claim
Discovers and queries x402-payable APIs at runtime — enables autonomous agents …
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| 27102 |
CarScout
Claim
Search used car inventory, check NHTSA recalls, decode VINs, and manage automat…
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| 27103 |
nerq
Claim
Search 4.9M+ AI agents and check compliance across 52 global jurisdictions incl…
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| 27104 |
MCP Novel Assistant
Claim
A novel management tool that uses SQLite database to store and manage novel inf…
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| 27105 |
testproject
Claim
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| 27106 |
An MCP server that provides [describe what your server does]
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| 27107 |
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
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| 27108 |
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
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| 27109 |
Omotenashi QR MCP Server
Claim
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
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| 27110 |
jobseek
Claim
Search jobs, companies, and watchlists on Job Seek (jseek.co)
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| 27111 |
duckduckgo-mcp
Claim
A MCP server for DuckDuckGo HTML search.
Unlike other DuckDuckGo MCP servers, t…
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| 27112 |
qubitsok-mcp
Claim
Search 500+ quantum computing jobs, daily arXiv papers, and 1000+ researcher pr…
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| 27113 |
Web Resource Ledger
Claim
📇 ☁️ - Capture web pages as cryptographically signed, tamper-evident evidence. …
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| 27114 |
playwright-autopilot
Claim
Playwright E2E test runner with deep debugging— action capture, DOM snapshots, …
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| 27115 |
chess
Claim
Visualize chess positions instantly from FEN. Copy readable text-based boards i…
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| 27116 |
Purple Flea Trading
Claim
Perpetual futures trading API for AI agents. Access 275+ markets (crypto, stock…
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| 27117 |
crypto-intelligence
Claim
Crypto intelligence: ML predictions, on-chain data from own BTC/ETH/Kaspa nodes…
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| 27118 |
test
Claim
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| 27119 |
Unified MCP for Scrimba's interactive programming education with visual learning
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| 27120 |
Purple Flea Domains
Claim
Buy and manage domain names with USDC via API. Search availability, register .c…
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| 27121 |
Purple Flea Wallet
Claim
Non-custodial HD wallet API for AI agents. Generate wallets on 6 chains (ETH, B…
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| 27122 |
depscan-api
Claim
Dependency health checker for AI agent skills. Analyzes external endpoints for …
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| 27123 |
Purple Flea Casino
Claim
Provably fair crypto casino API for AI agents. Place bets on 8 games (coin flip…
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| 27124 |
AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
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| 27125 |
A Model Context Protocol server that allows LLMs to interact with Python enviro…
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| 27126 |
ip_search
Claim
查询任意 IP 的威胁情报，快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息，辅助溯源、封禁与处置。加速告警研判与日常安全排查，提升响应效率。
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| 27127 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
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| 27128 |
MCP server for NinjaONE RMM with device management, monitoring, and automation
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| 27129 |
agent-zone-mcp
Claim
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
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| 27130 |
wordorb
Claim
Word Orb is a language enrichment MCP server. 50,000+ words with IPA, definitio…
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| 27131 |
MCP Server Basic Example
Claim
Demonstrates core MCP server functionality with basic arithmetic operations (ad…
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| 27132 |
anyvm-mcp
Claim
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
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| 27133 |
Deepgram MCP
Claim
Provides AI editors with access to Deepgram's speech-to-text transcription and …
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| 27134 |
Proxenio MCP Server
Claim
Proxenio is a trust verified professional matching network.
This MCP server al…
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| 27135 |
Polybridge MCP
Claim
Enables LLMs to connect to n8n workflows, Blender 3D, Notion, and filesystem to…
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| 27136 |
poppy
Claim
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| 27137 |
A Model Context Protocol server that enables AI models to interact with the Mon…
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| 27138 |
mcp-mcpmarket
Claim
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
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| 27139 |
databid
Claim
Agent-native company intelligence. AI agents search and retrieve structured, ve…
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| 27140 |
fractal-thesis
Claim
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| 27141 |
Integrate your applications with real-world data and tools seamlessly. Access f…
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| 27142 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
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| 27143 |
My Tools MCP Server
Claim
Provides file reading and mathematical calculation tools through the Model Cont…
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| 27144 |
NOUZ MCP Server
Claim
MCP Server for local knowledge management. Semantic + keywords + tags
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| 27145 |
bubblyphone-agents
Claim
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
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| 27146 |
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
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| 27147 |
moldsim mcp
Claim
finds instance, help with spec
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| 27148 |
dbatools-mcp-server
Claim
MCP server for dbatools — exposes SQL Server management commands as MCP tools
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| 27149 |
GroundAPI
Claim
Real-time data API for AI Agents. 10 MCP tools covering A-share stock quotes, m…
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| 27150 |
vincikit
Claim
AI stack configurator with conversational interviews and intelligent recommenda…
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