MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31601
mmccarthy404
calibre-mcp Claim
Enables read-only search, browsing, and metadata retrieval from a local Calibre…
N/A N/A
31602
gamandeepsingh
Enables AI models to interact with the Zerodha trading platform for portfolio m…
31603
rstierli
Enables AI assistants to interact with FortiAnalyzer for log analysis, reportin…
31604
FRANhss
这是一个面向中文圈的MCP服务器,将中国互联网常用能力(如地图、快递、RSS、B站等)封装为标准MCP工具,方便AI Agent安全调用。
31605
renderdraw
Lens Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
N/A N/A
31606
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
N/A N/A 95
31607
erikmaday
Provides access to Unusual Whales market data including options flow, dark pool…
31608
Krv-Labs
Topos Claim
Structural code-quality tools for AI coding agents.
N/A N/A
31609
licensyai
Licensy Claim
Real-time U.S. medical license verification across all 50 states + DC.
31610
zhaohongyuziranerran
Enables creating and managing automated workflows with triggers, actions, webho…
31611
info-iywv
World Weather Online MCP Server gives AI agents direct access to one of the wor…
81
31612
281287994w-art
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
31613
VesselSense
Enables AI agents to access SignalK marine data with 90-96% token reduction by …
31614
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
31615
demo112
A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.)…
N/A N/A
31616
leonardorhojas
caseware-kb Claim
Enables querying procurement documents (invoices, purchase orders, shipping ord…
N/A N/A
31617
rubenknol
Enables an AI assistant to control Apple Logic Pro DAW including transport, mix…
N/A N/A
31618
54dabang
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
31619
jmagar
Cortex RMCP Claim
Rust MCP server for homelab logs, syslog, Docker logs, FTS search, and AI trans…
N/A N/A
31620
ai-zar
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
31621
LPX55
qwen Claim
N/A N/A 95
31622
grandinh
A persistent knowledge base server for MCP development with GitHub integration …
N/A N/A
31623
YoushaaMurhij
Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and …
81
31624
wadew
npm-mcp Claim
Enables AI assistants to manage Nginx Proxy Manager instances through natural l…
31625
sklnhunt
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
N/A N/A
31626
rmarji
Read-only MCP and HTTP proxy server for accessing Monarch Money financial data,…
31627
minhdo01011990-glitch
Automates SEO report generation from Google Drive data via Claude Desktop, supp…
N/A N/A
31628
TerraCo89
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
31629
theSynthOS
SynthOS Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
81
31630
shdomi8599
vibie-mcp Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
31631
LovRanRan
Deterministic repository structure mapping for onboarding agents.
N/A N/A
31632
Vrun-design
Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other …
N/A N/A
31633
clauxel
Codex run receipts your reviewer can trust.
31634
deeparchi-ai
An MCP server that gives AI agents access to global patent data, including 1.4 …
31635
Itguykunal
Integrates with Claude Desktop to generate educational content such as multiple…
31636
misaelvillaverde
Enables an LLM to care for a virtual pet with actions like feeding, playing, an…
N/A N/A
31637
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
N/A N/A 95
31638
junter1989k-ai
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
31639
gerard-kanters
Enables AI assistants to perform controlled Linux system administration tasks l…
N/A N/A 95
31640
hhhashexe
A zero-trust security guardrail for AI agents that scans external endpoints and…
31641
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
31642
skaldlabs
Chat with your Skald knowledge base, add and update new knowledge, and search t…
31643
ApacheBin
xbtest Claim
N/A N/A 95
31644
Divedesign
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
N/A N/A 95
31645
GoodOlClint
case-chat Claim
A conversational chat interface that uses RAG over a synthetic test corpus and …
N/A N/A
31646
juergenkoller-software
distill-mcp Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
N/A N/A
31647
CSOAI-ORG
docker-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
31648
cbotworks
Hevy MCP Pro Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
31649
Geoffrey-Fang
Enables AI models to create and manage various types of diagrams (flowcharts, U…
N/A N/A
31650
lava
An MCP server that enforces safe git commits by allowing only specified files a…
N/A N/A
Showing 31601–31650 of 64798 servers
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