MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51301 |
AI Governance MCP Server
Claim
A semantic retrieval system that gives AI assistants on-demand access to domain…
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| 51302 |
pixel-mcp
Claim
An MCP server that enables AI coding agents to create pixel art programmaticall…
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| 51303 |
mcp-video
Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
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| 51304 |
QwikVault MCP
Claim
Enables AI agents to read and write structured, human-verified wiki knowledge i…
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| 51305 |
MCP server for CSV/JSON data transformation using YAML rules
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| 51306 |
yandex-station-mcp
Claim
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
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| 51307 |
DarkMatter MCP Server
Claim
Universal MCP server that emits Context Passport records for AI agent decisions…
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| 51308 |
LM Studio MCP Server
Claim
Enables listing, loading, unloading, and configuring models in LM Studio via MC…
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| 51309 |
Repo Recap
Claim
Enables Claude to query GitHub repositories in plain English, fetching recent a…
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| 51310 |
odoo-mcp-uvx
Claim
A read-only MCP server that enables AI assistants to query Odoo instances via X…
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| 51311 |
Moodle MCP Server
Claim
A powerful Model Context Protocol (MCP) server that seamlessly integrates AI as…
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| 51312 |
MCP server: is this GitHub repo still maintained? A verdict.
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| 51313 |
FastMCP Server
Claim
A simple MCP server for task management with Bearer token authentication, suppo…
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| 51314 |
slack-fast-mcp
Claim
A Slack MCP server that gives AI assistants tools to read, search, and interact…
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| 51315 |
memory-arbiter-mcp
Claim
A lightweight, fully local MCP server that provides AI coding tools with a shar…
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| 51316 |
Yodlee MCP Server
Claim
Connects Claude Desktop to Yodlee financial data, enabling account management, …
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| 51317 |
iotforge
Claim
Enables AI assistants to discover and control IoT devices on local networks and…
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| 51318 |
mcp-landprice
Claim
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
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| 51319 |
nvd-mcp
Claim
An MCP server that brings NIST National Vulnerability Database (NVD) intelligen…
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| 51320 |
Polymarket MCP Server
Claim
MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables …
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| 51321 |
Use multiple Cerebras models from Claude Desktop & Claude Code with automatic m…
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| 51322 |
UnderPixel
Claim
Records, replays, and correlates visual and API events in the browser, enabling…
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| 51323 |
log-query-mcp
Claim
MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claud…
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| 51324 |
mcp-weather-gc-ca
Claim
Enables AI agents to access live weather data from Environment and Climate Chan…
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| 51325 |
MCP server for AI agents to dispatch real-world tasks to verified human operato…
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| 51326 |
mcp-knowledge-assistant
Claim
A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and opt…
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| 51327 |
voidmail
Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
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| 51328 |
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
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| 51329 |
ultrastealth
Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
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| 51330 |
Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) th…
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| 51331 |
nmap-mcp-server
Claim
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
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| 51332 |
verse-diagnostics-mcp
Claim
Parses UEFN Verse build diagnostics from UnrealEditorFortnite.log and exposes s…
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| 51333 |
grimoire-beholder-mcp
Claim
An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, m…
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| 51334 |
jun-skills-hwpx-v2
Claim
Unified MCP server for converting Markdown to HWPX documents or generating new …
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| 51335 |
This MCP server provides LLMs with programmatic access to Google Search Console…
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| 51336 |
Rotki MCP Server
Claim
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
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| 51337 |
DPLoy
Claim
Enables AI agents to deploy applications and manage servers over SSH using natu…
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| 51338 |
Voila Groceries MCP
Claim
Voila.ca groceries MCP for card management, product search and order history an…
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| 51339 |
mcp-gera-witness
Claim
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
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| 51340 |
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
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| 51341 |
n2n-nexus
Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
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| 51342 |
Unifi AP MCP
Claim
MCP server for UniFi Network Controller that provides full API coverage for man…
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| 51343 |
log-collector
Claim
MCP server for collecting and analyzing CLI/web server error logs. Enables watc…
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| 51344 |
NINSAÚDE MCP Server
Claim
A comprehensive MCP server for integrating with the NINSAÚDE Clinic API, provid…
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| 51345 |
MCP server that enables semantic search over macroeconomic data using the Lambd…
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| 51346 |
skillgod
Claim
An MCP server that automatically injects relevant skills, project memory, and r…
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| 51347 |
project10
Claim
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| 51348 |
Mofei Life MCP Server
Claim
Enables browsing Mofei's blog posts, fetching article details, comments, and re…
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| 51349 |
Premiere-Pro-MCP
Claim
Controls Adobe Premiere Pro via Claude, enabling automated beat-synced editing,…
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| 51350 |
any-db-mcp
Claim
A multi-database MCP server that enables LLMs to safely interact with MySQL, Po…
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