MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38151 |
mcp-usda-fdc
Claim
Provides tools to search and retrieve USDA Food Data Central information, inclu…
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| 38152 |
MCP Documentation Server
Claim
Generates technical documentation and diagrams (C4, UML, flowcharts, Gantt, etc…
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| 38153 |
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
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| 38154 |
MCP Log Collector
Claim
Enables remote log collection from Linux machines via HTTP/HTTPS, allowing clie…
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| 38155 |
fastmcp-server
Claim
Production-ready FastMCP server image that dynamically loads tools, resources, …
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| 38156 |
MeshMind
Claim
A single MCP server that merges three context-engineering ideas into one toolse…
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| 38157 |
sleep-tracker-ai-mcp
Claim
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
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| 38158 |
Telegram Community MCP
Claim
Enables hybrid search over Telegram community message history, combining full-t…
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| 38159 |
mcp-feedback-enhanced
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
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| 38160 |
telegram-mcp
Claim
A Telegram integration for Claude, Cursor, and other MCP-compatible clients, ex…
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| 38161 |
mcp-1
Claim
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| 38162 |
@arguslog/mcp-server
Claim
Read and manage your Argulog error tracking data - issues, projects, alerts, re…
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| 38163 |
mcp-wheather
Claim
Provides real-time weather information for any location using the Open-Meteo AP…
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| 38164 |
gmail-mcp
Claim
Enables AI assistants to manage Gmail emails, including sending, searching, and…
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| 38165 |
Postmark MCP Server
Claim
Enables sending and managing emails via Postmark, including email delivery with…
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| 38166 |
A Model Context Protocol server for LLM fuzzing and testing, providing secure a…
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| 38167 |
framefetch
Claim
Agent-first video-data API + MCP across 6 platforms (YouTube/Shorts, TikTok, Re…
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| 38168 |
NCM MCP Servers Suite
Claim
Enables managing Ericsson Enterprise Wireless networks via three domain-specifi…
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| 38169 |
Enables AI agents to search for German property listings (rent/buy) on immowelt…
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| 38170 |
mcp-device-datetime
Claim
Exposes the host device's current date and time, returning local time with time…
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| 38171 |
Convert currencies, get FX rates, and query historical ECB exchange rate data.
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| 38172 |
twinkly-mcp
Claim
MCP server that enables AI agents to control Twinkly lights through natural lan…
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| 38173 |
Connhex MCP Server
Claim
Enables natural language interaction with Connhex IoT platform APIs for managin…
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| 38174 |
gamecalendar-mcp
Claim
MCP server for GameCalendar database, enabling read and optional write access t…
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| 38175 |
MCP Server PROJ
Claim
A Model Context Protocol server for coordinate system transformations and map p…
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| 38176 |
MCP YouTube-DLP
Claim
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
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| 38177 |
mcp-travis
Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
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| 38178 |
RuleDEX MCP Server
Claim
Provides AI-powered, context-aware development guidance with tools for coding r…
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| 38179 |
An MCP server that gives AI agents the power to record, replay, and mock mobile…
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| 38180 |
secondbrain-mcp
Claim
Enables AI agents to list, search, read, and append to Markdown notes through M…
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| 38181 |
ActivityWatch MCP Server
Claim
A Model Context Protocol (MCP) server that connects to ActivityWatch, allowing …
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| 38182 |
groq-docs-mcp
Claim
Enables users to search Groq's API documentation using natural language queries…
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| 38183 |
foolfuuka-mcp-server
Claim
MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe)…
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| 38184 |
gnmi-mcp-server
Claim
Enables AI assistants to manage network devices via gNMI protocol, including qu…
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| 38185 |
AgentOS
Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
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| 38186 |
Jarvis MCP Server
Claim
MCP server providing time retrieval and echo tools, running as an independent n…
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| 38187 |
mcp-system-summary
Claim
Provides structured instructions to Cursor for generating comprehensive system …
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| 38188 |
magic-api-mcp
Claim
Enables AI to manage and interact with a running magic-api instance, including …
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| 38189 |
Forward MCP
Claim
Enables agents to purchase verified growth outcomes such as qualified leads, sa…
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| 38190 |
mcp-mail-notifier
Claim
Sends task completion notifications via QQ email with time tracking, compatible…
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| 38191 |
JLink MCP Server
Claim
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
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| 38192 |
codesentry-mcp
Claim
AI-powered code review assistant that analyzes repositories for security vulner…
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| 38193 |
PTY Debug MCP Server
Claim
Enables spawning, interacting with, and capturing screen output from terminal-b…
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| 38194 |
Read-only MCP server that provides Claude Desktop with access to converted Canv…
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| 38195 |
Add the ability to execute/interpret code to your AI apps.
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| 38196 |
Decay Memory
Claim
An MCP server that gives AI agents persistent, forgetting memory with layered d…
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| 38197 |
mockscreenshots-mcp
Claim
Compose fake chat conversations and receive deep links to a pre-filled generato…
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| 38198 |
lightmcp
Claim
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| 38199 |
JobPilot MCP
Claim
Transforms Claude into an AI job-hunting assistant that searches remote job boa…
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| 38200 |
four-leaf-mcp
Claim
Job search assistant and interview prep inside any ai tool via MCP or public sk…
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