MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26533
Scored
1640
Verified
16957
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31101
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
81
31102
pipeworx-io
musicurainz Claim
MusicBrainz MCP — wraps MusicBrainz Web Service v2 (free, no auth)
31103
0xSoftBoi
suwappu Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
N/A N/A 83
31104
waggle
Waggle Claim
Connects to a comprehensive directory of A2A agents for semantic discovery and …
31105
issuecapture
mcp-server Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
N/A N/A
31106
unlomtrois
scholar-mcp Claim
MCP server for local semantic retrieval over a library of ebooks, using pplx-em…
N/A N/A
31107
foxibu
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
81
31108
martin-nmc8
An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
31109
gitwhy-cli
The shared AI context engine for git — save, search, and share the reasoning be…
31110
anthonybono21-cloud
leapfrog Claim
Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, s…
N/A N/A
31111
Chukwuebuka-2003
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
81
31112 N/A N/A 95
31113
CSOAI-ORG
Connect AI agents to SQL databases (SQLite, PostgreSQL, MySQL) with a unified i…
31114
31115
u00dxk2
Agentic News Claim
AI-powered news intelligence — 21 tools for personalized monitoring, briefings,…
31116
pipeworx-io
qrcode Claim
QR Code MCP — wraps api.qrserver.com (free, no auth)
31117
Manavarya09
Extract any website's complete design system with one command. DTCG tokens, sem…
N/A N/A
31118
jamesrez
Find where the money is in AI services. See what's earning and find market gaps.
N/A N/A 90
31119
ema-security
Audits any MCP server for command injection, path traversal, missing auth, hard…
N/A N/A 95
31120
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
31121
ivangr1
walletap Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
N/A N/A 83
31122
aigen
AI agent economy. Earn AIGEN tokens by completing tasks, building tools, creati…
N/A N/A
31123
goodest
Property intelligence API for US real estate. Returns 16+ data points for any U…
31124
Mcp-Brasil
mcp-brasil Claim
An MCP server that connects AI agents to over 200 tools across 27 Brazilian pub…
31125
cloudinary
Upload, organize, search, and transform images, videos, and files with AI-power…
31126
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
31127
benediktgirz
storylenses Claim
AI cover letter generation for agents. Job analysis, profile matching, narrativ…
31128
loking
i18n Agent Claim
AI-powered translation management built for AI agents. Automate localization wi…
31129
daejung83
Live real estate market data for 895 US metros. Ask your AI assistant about hom…
31130
ForrestKim42
A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
N/A N/A
31131
oaslananka
Record debug sessions, commands, failed attempts, and successful fixes in local…
N/A N/A
31132
aviman1109
An autonomous MCP server that polls Garmin LiveTrack data during races, stores …
31133 N/A N/A
31134
youill0317
A unified Model Context Protocol server that integrates multiple search provide…
N/A N/A 95
31135
cmcgrabby-hue
Commission infrastructure for AI commerce — program discovery, attribution, and…
31136
ebrunet001
Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for…
31137
the-wunmi
Enables AI agents to interact with the Lido protocol for ETH staking, position …
31138
Kinzen-dev
LineWhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
31139
usdv-capital
Real estate market intelligence, financial calculators, and capital advisory to…
31140
Nexlayer
Nexlayer MCP Claim
Agentic cloud platform with 45+ MCP tools. Deploy any containerized stack, debu…
31141
ahmetshbz1
Enables comprehensive filesystem operations including reading/writing files, di…
N/A N/A 95
31142
cdugo
DocsFetcher Claim
Fetch npm package documentation and present it for LLMs.
N/A N/A 95
31143
Ansvar-Systems
uk-livestock Claim
UK livestock welfare, feed, health, and movement rules — 8 species, DEFRA codes
31144 N/A N/A
31145
mybytecode
fetch Claim
N/A N/A 95
31146
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
31147
axel-belfort
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
81
31148
cordlesssteve
Enables comprehensive search and analysis of Claude Code conversation history u…
81
31149
seob717
redash-mcp Claim
Connect Redash to Claude -- query data, manage dashboards, and run SQL with nat…
N/A N/A
31150
clinic-mcp Claim
A reference MCP server for clinic scheduling and intake, demonstrating producti…
N/A N/A
Showing 31101–31150 of 33449 servers
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