MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60001 |
AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT…
|
— | ||||||||
| 60002 |
pyscope-mcp
Claim
MCP server that exposes Python function- and module-level call graphs for agent…
|
— | ||||||||
| 60003 |
engram
Claim
Provides persistent, local-first AI memory across sessions via MCP tools for st…
|
— | ||||||||
| 60004 |
Downloads YouTube audio and transcribes it locally using faster-whisper, saving…
|
— | ||||||||
| 60005 |
mcp-react-toolkit
Claim
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
|
— | ||||||||
| 60006 |
gridfinity-mcp
Claim
Turns natural-language requests into printable Gridfinity STL/STEP files for bi…
|
— | ||||||||
| 60007 |
docubridge
Claim
Provides AI assistants with direct access to local Markdown documentation libra…
|
— | ||||||||
| 60008 |
SGraph MCP Server
Claim
Gives AI agents instant access to software architecture, dependencies, and impa…
|
— | ||||||||
| 60009 |
nutstore-mcp
Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
|
— | ||||||||
| 60010 |
Trestle
Claim
Detects leaked secrets (API keys, tokens, private keys) in source code.
|
— | ||||||||
| 60011 |
mcp-system-monitor
Claim
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
|
— | ||||||||
| 60012 |
otskit-mcp
Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
|
— | ||||||||
| 60013 |
AI Work Market (AWM)
Claim
Settlement rails for AI labor — USDC escrow on Base Mainnet, 1% protocol fee, d…
|
— | ||||||||
| 60014 |
FinScreen
Claim
Loan officer assistant that uses Claude AI and Plaid banking API to assess loan…
|
— | ||||||||
| 60015 |
shopify-mcp-pro
Claim
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
|
— | ||||||||
| 60016 |
My-Obscura-mcp
Claim
My-Obscura-mcp
|
— | ||||||||
| 60017 |
PyPen MCP
Claim
Enables LLM-powered browser automation and security testing with features like …
|
— | ||||||||
| 60018 |
agent-memory
Claim
Cloudflare Workers MCP server: agent-memory
|
— | ||||||||
| 60019 |
A Model Context Protocol server for managing Oracle Cloud Infrastructure servic…
|
— | ||||||||
| 60020 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
|
— | ||||||||
| 60021 |
open-projects
Claim
Project management CLI + MCP server for AI agents. Register projects once, open…
|
— | ||||||||
| 60022 |
opencut-controller
Claim
Professional MCP server for video editing automation with OpenCut.
|
— | ||||||||
| 60023 |
AIGroup Market MCP
Claim
A financial data MCP server providing stock, fund, macroeconomic, and news quer…
|
— | ||||||||
| 60024 |
Exposes DeerFlow's multi-agent capabilities (deep research, data analysis, char…
|
— | ||||||||
| 60025 |
worldlabs-mcp
Claim
MCP gateway to World Labs Marble + Spark 2.0 for generating navigable 3D worlds…
|
— | ||||||||
| 60026 |
WordPress MCP Server
Claim
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
|
— | ||||||||
| 60027 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
|
— | ||||||||
| 60028 |
Enables querying the Verified Human Cert registry to verify human-made music ce…
|
— | ||||||||
| 60029 |
Doubao Vision MCP Server
Claim
Enables image understanding using Doubao vision models via MCP, supporting loca…
|
— | ||||||||
| 60030 |
AIShield
Claim
Scans MCP servers and AI tools for security risks, providing 4-dimensional scor…
|
— | ||||||||
| 60031 |
Safari MCP Server
Claim
Enables visual web access and browser automation through Safari, with tools for…
|
— | ||||||||
| 60032 |
agentctx
Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
|
— | ||||||||
| 60033 |
noctua
Claim
|
— | ||||||||
| 60034 |
DevRev MCP
Claim
An unofficial MCP server for DevRev integration, enabling AI assistants to sear…
|
— | ||||||||
| 60035 |
AmplifyrMCP
Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
|
— | ||||||||
| 60036 |
Provides 10 tools over the CKAN API to audit and analyze Peruvian public spendi…
|
— | ||||||||
| 60037 |
bikky
Claim
Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
|
— | ||||||||
| 60038 |
The Local Intel
Claim
text
Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
|
— | ||||||||
| 60039 |
MCP PDF and DOCX Server
Claim
Provides tools to read PDFs, extract images, convert between PDF and DOCX, crea…
|
— | ||||||||
| 60040 |
agents-chat-mcp
Claim
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
|
— | ||||||||
| 60041 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
|
— | ||||||||
| 60042 |
captcha-mcp
Claim
L402 Lightning paywall + Hashcash proof-of-work gate for MCP tool calls. Free t…
|
— | ||||||||
| 60043 |
gethumandesign
Claim
Explore your Human Design with AI. Calculate your chart and ask AI how you're d…
|
— | ||||||||
| 60044 |
An MCP server that retrieves relevant code snippets and documents to assist in …
|
— | ||||||||
| 60045 |
mylocation-mcp
Claim
Provides location information from coordinates or IP addresses using IPInfo.io,…
|
— | ||||||||
| 60046 |
mcp-server-clawhub
Claim
ClawHub.ai skill catalog: search, browse, inspect, and download skills (token u…
|
— | ||||||||
| 60047 |
Hello World MCP Server
Claim
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
|
— | ||||||||
| 60048 |
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
|
— | ||||||||
| 60049 |
yandex-station-mcp
Claim
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
|
— | ||||||||
| 60050 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
|
— | ||||||||