MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33201 |
DocGuard
Claim
DocGuard, an official, zero-dependency Node.js MCP server (npm: docguard-cli, d…
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| 33202 |
MCP Scorecard
Claim
Agent-readiness scorecard for any MCP server: protocol checks, 0-100 score and …
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| 33203 |
OmegaAI
Claim
Query, browse, and automate OmegaAI workspaces from any MCP client. Streamable …
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| 33204 |
MCP on Azure
Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
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| 33205 |
Godot MCP Server
Claim
Enables AI assistants to interact with and manipulate Godot game engine project…
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| 33206 |
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
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| 33207 |
cortexmem
Claim
Persistent memory for AI coding agents. Builds semantic memory from git history…
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| 33208 |
putty-mcp
Claim
Exposes the full PuTTY suite (SSH, SCP, SFTP, serial, key management) as 30 MCP…
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| 33209 |
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
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| 33210 |
ModelRouter MCP
Claim
Advisory MCP server for intelligent LLM model recommendations in Cursor. Provid…
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| 33211 |
pixel-mcp
Claim
Enables LLMs to create and edit pixel art reliably with support for layers, fra…
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| 33212 |
Errol-Mail
Claim
An MCP server that gives AI assistants comprehensive access to Apple Mail accou…
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| 33213 |
alert-my-human
Claim
A lightweight MCP server that lets agents send alerts across multiple channels …
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| 33214 |
mdMCP
Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
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| 33215 |
mcp-whatsapp
Claim
MCP server that connects AI agents to WhatsApp using the multi-device API, enab…
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| 33216 |
Weather MCP Server
Claim
Enables Claude to query weather information for a specified area using the Open…
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| 33217 |
Connect Claude Desktop to WhatsApp. Send & receive messages, manage groups, sha…
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| 33218 |
CISA KEV MCP Server
Claim
Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model…
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| 33219 |
MCP Package Hero
Claim
A comprehensive MCP server for checking package versions and rating package qua…
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| 33220 |
ZenStack MCP Auth Server
Claim
Enables auto-generated CRUD operations with authentication and authorization fo…
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| 33221 |
SkyFi MCP Server
Claim
Enables AI agents to search, price, order, and monitor satellite imagery from t…
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| 33222 |
AI Context MCP
Claim
Provides real-time, version-pinned documentation from 57+ AI/ML libraries to LL…
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| 33223 |
rtms-mcp
Claim
Queries Korean apartment sale transaction data (RTMS) by region code and contra…
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| 33224 |
mysql-mcp
Claim
A MySQL MCP server for local stdio clients, enabling database queries and manag…
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| 33225 |
CaddyUI MCP
Claim
Enables inspection and management of Caddy reverse proxy configuration via Cadd…
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| 33226 |
mcp-browser-parallel
Claim
Multi-instance parallel browser MCP server that manages multiple isolated brows…
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| 33227 |
ReadySMS MCP Server
Claim
Enables sending SMS messages, managing contacts, campaigns, and inbox from AI a…
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| 33228 |
docs-mcp-server
Claim
A multi-tenant MCP server that indexes documentation from websites, git reposit…
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| 33229 |
FinSage MCP
Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
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| 33230 |
SuzyQ MCP Server
Claim
Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, sup…
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| 33231 |
mastodon-mcp-server
Claim
Comprehensive MCP server for Mastodon integration, enabling AI assistants to re…
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| 33232 |
appium-mcp-server
Claim
Provides Appium mobile automation capabilities to Claude and other MCP-compatib…
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| 33233 |
vision
Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
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| 33234 |
Repliers MCP Server
Claim
Provides AI assistants access to real-time MLS data via the Repliers API, enabl…
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| 33235 |
Bubble MCP Server
Claim
Enables AI assistants to interact with Bubble.io applications through the Data …
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| 33236 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 33237 |
NEXUS Memory MCP App
Claim
A sovereign, six-layer permanent memory system that provides users with a struc…
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| 33238 |
cerata-mcp-server
Claim
Enables hunting and analyzing GitHub repositories, extracting code patterns as …
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| 33239 |
AgentTax MCP Server
Claim
Enables MCP tool developers and AI agents to track payments, calculate sales ta…
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| 33240 |
jq-mcp
Claim
An MCP server that exposes a single tool, jq, for running jq filters against JS…
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| 33241 |
dify-ai-agent-tutorial
Claim
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| 33242 |
toio-mcp
Claim
Controls toio robot cubes via natural language through BLE, enabling movement, …
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| 33243 |
A remote MCP server template for Cloudflare Workers that enables deploying cust…
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| 33244 |
A standalone MCP server for exploring the weclapp REST API v2, providing offlin…
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| 33245 |
paparazzi
Claim
MCP server that connects to your browser to capture screenshots, inspect consol…
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| 33246 |
dTelecom STT
Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
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| 33247 |
Loreum MCP Server
Claim
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
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| 33248 |
miraya
Claim
Enables Claude to research audience, competitors, and trends, generate Hinglish…
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| 33249 |
wpscan-mcp
Claim
Enables querying the WPScan API for WordPress plugin, theme, core vulnerabiliti…
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| 33250 |
Analyses your published writing from a sitemap, extracts a corpus, and generate…
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