MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20051 |
|
B 77 3⁄3 | ||||||||
| 20052 |
Full website health audit — SSL, DNS, DMARC/SPF/DKIM, performance, uptime, links
|
B 77 3⁄3 | ||||||||
| 20053 |
Access French geographic data from IGN (Institut national de l'information géog…
|
B 77 4⁄4 | ||||||||
| 20054 |
MCP server for remote debugging with gdbserver
|
B 77 3⁄3 | ||||||||
| 20055 | B 77 3⁄3 | |||||||||
| 20056 |
Umbrella package for SciTeX — reproducible science from raw data to manuscript
|
B 77 3⁄3 | ||||||||
| 20057 |
A server for the Machine Chat Protocol (MCP) that provides a YAML-based configu…
|
B 77 4⁄3 | ||||||||
| 20058 |
Enables interaction with GitHub repositories through the GitHub API, allowing f…
|
B 77 4⁄4 | ||||||||
| 20059 |
MCP server that enables Claude to interact with Google Workspace services inclu…
|
B 77 4⁄3 | ||||||||
| 20060 |
compass
Claim
Compass is a context engine that builds a knowledge graph of your organization'…
|
B 77 3⁄3 | ||||||||
| 20061 |
Amazon catalog auditing tool. 13 quality checks for your listings.
|
B 77 3⁄3 | ||||||||
| 20062 |
Server for Gmail integration in Claude Desktop with auto authentication support…
|
B 77 4⁄3 | ||||||||
| 20063 |
claude-video-vision
Claim
Give Claude the ability to watch and understand videos — Claude Code plugin wit…
|
B 77 3⁄3 | ||||||||
| 20064 |
Attaches to your existing Chrome browser to allow Claude to see the active tab,…
|
B 77 3⁄3 | ||||||||
| 20065 |
TCG collectibles + AI agent intelligence. 35+ tools: Vision AI card grading (PS…
|
B 77 3⁄3 | ||||||||
| 20066 |
System audio capture + multi-provider ASR + local-first AI review workspace. Fl…
|
B 77 3⁄3 | ||||||||
| 20067 |
The most complete Godot 4 MCP: secure sandbox, 40+ tools (projects–runtime), ma…
|
B 77 3⁄3 | ||||||||
| 20068 |
Propstack CRM MCP: search contacts, manage properties, track deals, schedule vi…
|
B 77 4⁄3 | ||||||||
| 20069 |
Enables AI coding assistants to control and inspect a live Chrome browser for a…
|
B 77 4⁄3 | ||||||||
| 20070 |
Google Ads MCP with MCC support: 35 tools for campaigns, keywords, reporting, G…
|
B 77 3⁄3 | ||||||||
| 20071 |
MCP server exposing Capstone 5.0.7 disassembly framework
|
B 77 3⁄3 | ||||||||
| 20072 |
Access your SimBrief flight plans. 14 tools covering flight summary, weather (M…
|
B 77 3⁄3 | ||||||||
| 20073 |
Learning Hub
Claim
AI learning assistant for families. Manages game time rewards based on school g…
|
B 77 4⁄3 | ||||||||
| 20074 |
A template repo for writing and publishing local, remote, DXT, and binary MCP s…
|
B 77 4⁄3 | ||||||||
| 20075 |
MCP server that bridges Ableton Live with AI models, enabling real-time project…
|
B 77 3⁄3 | ||||||||
| 20076 |
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more …
|
B 77 3⁄3 | ||||||||
| 20077 |
Spatial DOM maps for AI agent browser navigation with anti-bot stealth.
|
B 77 3⁄3 | ||||||||
| 20078 |
Enables Claude to directly create and publish posts on Velog through reverse-en…
|
B 77 3⁄3 | ||||||||
| 20079 |
CP server for Harbor Registry — projects, repositories, artifacts, storage repo…
|
B 77 3⁄3 | ||||||||
| 20080 |
A toolset for executing commands and transferring files or directories on remot…
|
B 77 4⁄4 | ||||||||
| 20081 |
Builds valid Google Analytics 4 API requests from plain parameters with automat…
|
B 77 3⁄3 | ||||||||
| 20082 |
A comprehensive Model Context Protocol (MCP) server suite that enables AI codin…
|
B 77 4⁄3 | ||||||||
| 20083 |
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
|
B 77 3⁄3 | ||||||||
| 20084 |
This server integrates with The Movie Database (TMDB) API to provide movie info…
|
B 77 4⁄3 | ||||||||
| 20085 |
|
B 77 4⁄3 | ||||||||
| 20086 |
Financial data for AI agents: SEC filings, price history, insider trades, and m…
|
B 77 3⁄3 | ||||||||
| 20087 |
Enables multi-agent cognitive processing for complex tasks using a pipeline of …
|
B 77 3⁄3 | ||||||||
| 20088 |
Website health checker MCP server - SEO audit, accessibility scan, broken link …
|
B 77 3⁄3 | ||||||||
| 20089 |
Local MCP server for iOS Simulator and macOS app automation with a native Swift…
|
B 77 4⁄3 | ||||||||
| 20090 |
Exposes Covalent's GoldRush APIs to provide LLMs with comprehensive blockchain …
|
B 77 4⁄4 | ||||||||
| 20091 |
Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protoco…
|
B 77 3⁄3 | ||||||||
| 20092 |
MCP server for reading and writing HWP/HWPX (Korean Hangul) documents — built o…
|
B 77 3⁄3 | ||||||||
| 20093 |
Living typed knowledge graph for software projects, exposed over MCP so coding …
|
B 77 3⁄3 | ||||||||
| 20094 |
MCP server for Godot 4.x with runtime control via injected UDP bridge: input si…
|
B 77 4⁄3 | ||||||||
| 20095 |
MCP server for Runframe incident management covering incidents, on-call, postmo…
|
B 77 3⁄3 | ||||||||
| 20096 |
Bridges Claude Code to Language Server Protocol (LSP) servers to enable semanti…
|
B 77 4⁄3 | ||||||||
| 20097 |
Enables conversion of PDF files to Markdown format with optional image extracti…
|
B 77 3⁄3 | ||||||||
| 20098 |
Turn natural language into 3D models in Fusion 360. 64 CAD tools including sket…
|
B 77 4⁄3 | ||||||||
| 20099 |
An implementation of the Model Context Protocol that connects AI agents to Kaka…
|
B 77 4⁄3 | ||||||||
| 20100 |
Reclaim.ai calendar integration with 40 tools for tasks, habits, focus time, sc…
|
B 77 4⁄3 | ||||||||
