MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31751
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
81
31752
ObligationSign
Sovereign MCP Gateway — 64 governed tools with Merkle transparency log. EU AI A…
31753
brukhabtu
A production-ready server that automatically exposes your entire Jira instance …
81
31754
cbuntingde
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
81
31755
VedAstro
Vedic astrology MCP server providing 6 tools: horoscope predictions (200+ life …
31756
toolstem
Financial intelligence MCP for AI agents — DCF, ratios, comparisons. Pre-comput…
31757
xue20010808
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
N/A N/A
31758
vbarreiratt
MaestroMCP Claim
Enables AI assistants to control MIDI devices and synthesizers through WebMidi.…
N/A N/A 95
31759
harshit-stas
browserbase Claim
N/A N/A 95
31760 N/A N/A 95
31761
saranshbamania
AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, vi…
N/A N/A
31762
Adityaaery20
media-mcp Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
N/A N/A
31763
Fu-Jie
Enables document format conversion between 40+ formats including Markdown, HTML…
81
31764
mickael62800
Validates AutoCAD VRD (Roads and Utilities) drawings against graphic standards …
N/A N/A
31765
khadinakbaronline
Scrape messages, extract leads from public Telegram channels. No login required.
N/A N/A 95
31766
shaikhspeare
MCP server for Wanderlog that lets AI clients read and edit trip itineraries th…
31767
Br0ski777
Generate UUIDs v4, v7, ULID, nanoid. Batch support. x402 micropayment.
31768
@sseaan
mcp-server-inbox Claim
N/A N/A 95
31769 N/A N/A 95
31770
charltonmediagroup
An MCP server that connects Claude to the LinkedIn Ads API for natural-language…
31771
Kallows
A Python-based server allowing seamless integration with JIRA for managing and …
N/A N/A 95
31772
@Imsxm15
job-searchoor Claim
N/A N/A 95
31773
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
31774
dudebot
An MCP server that exposes a USB-connected Flipper Zero device as tools for con…
N/A N/A
31775
mustafacagri
🚀 Kill the Junior AI Era. 🤖 Level up AI code to automatically Principal standar…
N/A N/A
31776
hoon
brave-search Claim
N/A N/A 95
31777
godle
Free AI prompt API with 185 expert role contexts and 1,741 prompt templates acr…
31778
huhanghao1990
hhhtest Claim
N/A N/A 95
31779 N/A N/A 95
31780
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
31781
ManyContacts
MCP server for ManyContacts WhatsApp Business CRM that enables AI agents to man…
31782
EmmanuelDumitrache
agentranking Claim
Discover and rank ERC-8004 AI agents by archetype, chain, trust score, and veri…
31783
yeonkyu-git
An MCP server for Prometheus-based monitoring that enables users to query syste…
31784
mihai-dinculescu
Tapo MCP Claim
MCP server for discovering and controlling TP-Link Tapo smart home devices via …
N/A N/A
31785
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
31786
funkytownk
Analyze Gold IRA sales call transcripts to reveal insights, risks, and opportun…
N/A N/A 95
31787
mova-compact
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
N/A N/A
31788
seritalien
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local …
N/A N/A 75
31789
crispvibe
A multi-format MCP server that enables reading and generating Office, PDF, text…
N/A N/A
31790
antoine-cherfane
Hello Claim
Greet anyone by name with friendly messages. Discover the origin story of 'Hell…
81
31791
Vivioo-io
vivioo-mcp Claim
Vivioo is a public agent directory — AI agents can discover, browse, and list t…
31792
pipeworx-io
Stripe MCP Pack — read-only access to Stripe data via API key.
31793 N/A N/A 95
31794 N/A N/A 95
31795
webmoleai
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
N/A N/A
31796
hunter-it360
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
81
31797
ellmos-ai
Developer-focused MCP server for code analysis, JSON repair, encoding fixes, an…
N/A N/A
31798
softvoyagers
PageShot MCP Claim
Capture webpage screenshots with format, viewport, and dark mode options
N/A N/A 95
31799
eliekfouri-g8h8
Acesso ao inventário de imóveis da RE/MAX Studio 76, imobiliária premium em São…
31800
luisa-sys
Search and discover Lyra profiles.
Showing 31751–31800 of 33449 servers
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