MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31101 |
HashLock OTC
Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
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| 31102 |
musicurainz
Claim
MusicBrainz MCP — wraps MusicBrainz Web Service v2 (free, no auth)
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| 31103 |
suwappu
Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
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| 31104 |
Waggle
Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
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| 31105 |
mcp-server
Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
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| 31106 |
scholar-mcp
Claim
MCP server for local semantic retrieval over a library of ebooks, using pplx-em…
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| 31107 |
MCP Kali Server
Claim
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
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| 31108 |
vincario-vehicle-data
Claim
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
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| 31109 |
The shared AI context engine for git — save, search, and share the reasoning be…
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| 31110 |
leapfrog
Claim
Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, s…
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| 31111 |
AI Tutoring RAG System
Claim
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
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| 31112 |
freshrelease_mcp
Claim
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| 31113 |
Connect AI agents to SQL databases (SQLite, PostgreSQL, MySQL) with a unified i…
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| 31114 |
settlegrid-discovery
Claim
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| 31115 |
Agentic News
Claim
AI-powered news intelligence — 21 tools for personalized monitoring, briefings,…
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| 31116 |
qrcode
Claim
QR Code MCP — wraps api.qrserver.com (free, no auth)
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| 31117 |
design-extract
Claim
Extract any website's complete design system with one command. DTCG tokens, sem…
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| 31118 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
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| 31119 |
Audits any MCP server for command injection, path traversal, missing auth, hard…
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| 31120 |
Pelaris
Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
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| 31121 |
walletap
Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
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| 31122 |
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
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| 31123 |
PropertyScoop MCP Server
Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
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| 31124 |
mcp-brasil
Claim
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
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| 31125 |
Upload, organize, search, and transform images, videos, and files with AI-power…
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| 31126 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 31127 |
storylenses
Claim
AI cover letter generation for agents. Job analysis, profile matching, narrativ…
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| 31128 |
i18n Agent
Claim
AI-powered translation management built for AI agents. Automate localization wi…
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| 31129 |
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
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| 31130 |
llm-app-exploration
Claim
A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
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| 31131 |
MCP Debug Recorder
Claim
Record debug sessions, commands, failed attempts, and successful fixes in local…
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| 31132 |
livetrack-mcp
Claim
An autonomous MCP server that polls Garmin LiveTrack data during races, stores …
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| 31133 | — | |||||||||
| 31134 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 31135 |
syndicate-links
Claim
Commission infrastructure for AI commerce — program discovery, attribution, and…
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| 31136 |
mcp-server-espn
Claim
Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for…
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| 31137 |
Lido MCP Server
Claim
Enables AI agents to interact with the Lido protocol for ETH staking, position …
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| 31138 |
LineWhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 31139 |
Real estate market intelligence, financial calculators, and capital advisory to…
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| 31140 |
Nexlayer MCP
Claim
Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debu…
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| 31141 |
Filesystem MCP Server
Claim
Enables comprehensive filesystem operations including reading/writing files, di…
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| 31142 |
DocsFetcher
Claim
Fetch npm package documentation and present it for LLMs.
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| 31143 |
uk-livestock
Claim
UK livestock welfare, feed, health, and movement rules — 8 species, DEFRA codes
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| 31144 |
genai_sandbox
Claim
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| 31145 |
fetch
Claim
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| 31146 |
MarketCheck MCP Apps
Claim
Provides 25 interactive automotive intelligence tools for real-time market data…
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| 31147 |
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
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| 31148 |
Enables comprehensive search and analysis of Claude Code conversation history u…
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| 31149 |
redash-mcp
Claim
Connect Redash to Claude -- query data, manage dashboards, and run SQL with nat…
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| 31150 |
clinic-mcp
Claim
A reference MCP server for clinic scheduling and intake, demonstrating producti…
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