MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28301 |
MCP Plugin Template
Claim
A GitHub template for packaging any Model Context Protocol (MCP) server as an i…
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| 28302 |
local-rag-mcp-server
Claim
A fully offline local RAG server that utilizes ChromaDB and Ollama to index and…
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| 28303 |
MCP Plugin Template
Claim
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
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| 28304 |
GNOME Desktop MCP
Claim
GNOME desktop automation for AI agents. 30 tools via D-Bus: screenshots, window…
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| 28305 |
offer-quest mcp
Claim
A fast, secure, and LLM-friendly Model Context Protocol (MCP) server that scrap…
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| 28306 |
teeshield
Claim
Static security linter for MCP servers. Scans tool definitions for vulnerabilit…
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| 28307 |
emms-mcp
Claim
Cognitive memory system for AI agents with 129 MCP tools. Persistent 6-tier hie…
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| 28308 |
Real-time Solana wallet health analysis platform and top-notch dev tool. Helps …
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| 28309 |
citedbyai-mcp-server
Claim
Free AI citation readiness checker powered by Cited By AI's CPS® framework. Ins…
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| 28310 |
google-calendar
Claim
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| 28311 |
MCP Testing Assistant
Claim
Enables automated testing and coverage reporting for MCP services with test exe…
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| 28312 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
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| 28313 |
CreateOS MCP
Claim
Deploy full-stack apps from AI. 75+ tools: GitHub/Docker deploy, databases, env…
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| 28314 |
CloudZIR MCP Server
Claim
An enterprise-grade MCP server providing integrated system prompts and context …
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| 28315 |
WeatherAPI MCP Server
Claim
Real-time weather, forecasts, astronomy, marine data for 200+ countries
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| 28316 |
LinkedIn MCP Server
Claim
An MCP server for LinkedIn REST API v2 that enables AI assistants to create, li…
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| 28317 |
mcp-vtenext
Claim
MCP server for VTENext CRM (open-source vtiger-based). Query, create and update…
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| 28318 |
IDA Auto MCP
Claim
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
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| 28319 |
misterclaw
Claim
MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…
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| 28320 |
Bailian Voice Clone MCP
Claim
Enables voice cloning and speech synthesis through Alibaba Cloud's Bailian and …
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| 28321 |
blend-ai
Claim
An MCP server that enables AI assistants to control Blender through 108 special…
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| 28322 |
Withings MCP Server
Claim
Enables access to Withings Health API data including body measurements, activit…
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| 28323 |
apogeoapi-mcp
Claim
Geographic data (250+ countries, 150K+ cities), live exchange rates with 25 bas…
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| 28324 |
OrderFood MCP
Claim
An MCP server that enables AI agents to discover restaurants and place food del…
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| 28325 |
Amazon Product Search
Claim
Enable seamless Amazon product searches with detailed information, including de…
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| 28326 |
mcp-wechat-server
Claim
A WeChat robot server based on the Model Context Protocol that enables AI agent…
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| 28327 |
Taskschmiede
Claim
Taskschmiede is an agent-first work management system where humans and AI agent…
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| 28328 |
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| 28329 |
FinSight
Claim
What it does:
* Portfolio risk profiling (per-asset and portfolio-level)
* Tar…
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| 28330 |
mail-mcp
Claim
A generic IMAP and SMTP MCP server that enables AI agents to interact with emai…
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| 28331 |
FixPayment
Claim
An MCP server for FixPayment creditors that simplifies account management, stat…
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| 28332 |
Chronica
Claim
Persistent memory MCP server for Claude Desktop. Gives Claude structured memory…
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| 28333 |
OpenTTT-MCP
Claim
MCP Server for OpenTTT — Proof of Time tools for AI agents
AI Agent A and Agen…
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| 28334 |
WhatsApp MCP Server
Claim
A Python-based MCP server that automates WhatsApp Web using Playwright to manag…
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| 28335 |
mcp-browser-lens
Claim
Provides AI agents with deep visibility into a running web page's UI by capturi…
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| 28336 |
danke-mcp
Claim
An MCP server that enables AI agents to send and receive Bitcoin Lightning micr…
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| 28337 |
engram-server
Claim
Durable memory for AI agents — fact extraction, hybrid retrieval, temporal grap…
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| 28338 |
jensenify-mcp
Claim
An MCP server that injects millions of tokens from classical literature into AI…
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| 28339 |
Hyperliquid MCP Server
Claim
Enables interaction with the Hyperliquid exchange to trade perpetuals, check po…
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| 28340 |
MCP-Maestro
Claim
Connects AI assistants to the Maestro research framework to orchestrate multi-a…
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| 28341 |
Bricks MCP
Claim
A WordPress plugin that enables AI assistants to manage Bricks Builder sites th…
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| 28342 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 28343 |
FeelFit MCP Server
Claim
Provides access to body composition data from FeelFit smart scales, including m…
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| 28344 |
mcp-memory
Claim
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
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| 28345 |
Lido MCP Server
Claim
Enables AI agents to interact with the Lido protocol for ETH staking, position …
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| 28346 |
GraphAPI MCP
Claim
A Python-based MCP server that enables authenticated Microsoft Graph API calls …
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| 28347 |
MCP server for ZapCap API providing video caption and B-roll generation via nat…
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| 28348 |
arXiv MCP Server
Claim
Enables AI assistants to search and retrieve academic papers from arXiv through…
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| 28349 |
apix420-mcp-server
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| 28350 |
scholarmcp
Claim
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