MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21851 |
hanzi-browse
Claim
MCP server providing browser automation for AI agents with context-aware playbo…
|
C 68 3⁄3 | ||||||||
| 21852 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 21853 |
MCP server for Malt.fr. Read your freelance profile, stats, and missions from C…
|
C 68 3⁄3 | ||||||||
| 21854 |
Enables control of the Elektron Digitakt II drum machine through MIDI commands.…
|
C 68 4⁄3 | ||||||||
| 21855 |
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-…
|
C 68 4⁄3 | ||||||||
| 21856 |
|
C 68 3⁄3 | ||||||||
| 21857 |
Multi-instance ServiceNow MCP server with 40+ tools and intelligent schema disc…
|
C 68 4⁄3 | ||||||||
| 21858 |
Enable AI agents to compile TeX files with LaTeX inside a Docker container.
|
C 68 4⁄3 | ||||||||
| 21859 |
Greet people by name and check local forecasts and weather alerts across the U.…
|
C 68 3⁄3 | ||||||||
| 21860 |
A lightweight MCP server for Android operating system automation. This server p…
|
C 68 4⁄3 | ||||||||
| 21861 |
Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + App…
|
C 68 3⁄3 | ||||||||
| 21862 |
structurizr
Claim
Structurizr is a "models as code" tool designed for the C4 model.
|
C 68 3⁄3 | ||||||||
| 21863 |
unity-mcp-plugin
Claim
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
C 68 3⁄3 | ||||||||
| 21864 |
Prevents your AI from breaking code by revealing hidden file dependencies throu…
|
C 68 4⁄3 | ||||||||
| 21865 |
Marketstack MCP Server
Claim
Exposes various Marketstack API endpoints as MCP tools, providing access to fin…
|
C 68 4⁄4 | ||||||||
| 21866 |
Coding agent with basic read, write and command line tools.
|
C 68 4⁄3 | ||||||||
| 21867 |
Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
|
C 68 3⁄3 | ||||||||
| 21868 |
A Model Context Protocol server for Omi interaction and automation. This server…
|
C 68 4⁄4 | ||||||||
| 21869 |
The MCP provides comprehensive financial data and analytical tool support for A…
|
C 68 4⁄3 | ||||||||
| 21870 |
Polyglot MCP test generation with 8-section contract enforcement across Python,…
|
C 68 3⁄3 | ||||||||
| 21871 |
MCP Telephony server for automating voice calls with Speech-to-Text and Speech …
|
C 68 4⁄3 | ||||||||
| 21872 |
Enables AI assistants to search and retrieve Magic: The Gathering card data thr…
|
C 68 4⁄4 | ||||||||
| 21873 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21874 |
My Tools MCP Server
Claim
Provides file reading and mathematical calculation tools through the Model Cont…
|
C 68 3⁄3 | ||||||||
| 21875 |
MCP Framework
Claim
A middleware system that connects large language models (LLMs) with various too…
|
C 68 4⁄4 | ||||||||
| 21876 |
Build and deploy an autonomous Devto Agent capable of interacting with the Dev.…
|
C 68 4⁄3 | ||||||||
| 21877 |
Perform arithmetic and other common math calculations on demand. Combine operat…
|
C 68 3⁄3 | ||||||||
| 21878 |
open-claude-in-chrome
Claim
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any …
|
C 68 3⁄3 | ||||||||
| 21879 |
processhacker-mcp
Claim
your ai debugger, vibe hacking tool
|
C 68 3⁄3 | ||||||||
| 21880 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21881 |
MCP server for integrating Ghidra with AI assistants. This plugin enables binar…
|
C 68 4⁄3 | ||||||||
| 21882 |
Vibe-Coder-MCP server extends AI assistants with specialized software developm…
|
C 68 4⁄4 | ||||||||
| 21883 |
Integrates with Perforce P4 version control system via Model Context Protocol, …
|
C 68 4⁄3 | ||||||||
| 21884 |
toolhive-cloud-ui
Claim
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
|
C 68 4⁄3 | ||||||||
| 21885 |
mcp-server-tfl
Claim
Community-built server providing real-time London transport data via the TfL Un…
|
C 68 3⁄3 | ||||||||
| 21886 |
MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test …
|
C 68 3⁄3 | ||||||||
| 21887 |
Control mpv media player — playback, playlists, YouTube streaming, and download…
|
C 68 3⁄3 | ||||||||
| 21888 |
Enables execution of SQL queries and management of Microsoft SQL Server databas…
|
C 68 4⁄4 | ||||||||
| 21889 |
A local MCP server that provides semantic code search for Python codebases usin…
|
C 68 4⁄3 | ||||||||
| 21890 |
An MCP server that enables AI assistants to manage infrastructure, applications…
|
C 68 4⁄4 | ||||||||
| 21891 |
Provides structured access to PMAS Arid Agriculture University Rawalpindi's aca…
|
C 68 4⁄4 | ||||||||
| 21892 |
An automated penetration testing framework that enables intelligent security as…
|
C 68 4⁄3 | ||||||||
| 21893 |
MCP server for TemplateFox PDF generation API - Generate PDFs from templates vi…
|
C 68 3⁄3 | ||||||||
| 21894 |
Enables AI assistants to interact with OKX trading accounts through read-only a…
|
C 68 4⁄3 | ||||||||
| 21895 |
An extension-based MCP server that enables AI assistants to control your browse…
|
C 67 3⁄3 | ||||||||
| 21896 |
just-mcp
Claim
Justfile integration that enables LLMs to execute any CLI or script commands wi…
|
C 67 4⁄3 | ||||||||
| 21897 |
Enables LLMs to capture screenshots and screen recordings through MCP with chun…
|
C 67 3⁄3 | ||||||||
| 21898 |
|
C 67 3⁄3 | ||||||||
| 21899 |
developer
Claim
Comprehensive developer tools for file editing, shell command execution, and sc…
|
C 67 4⁄3 | ||||||||
| 21900 |
laravel-ascend
Claim
Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 mi…
|
C 67 3⁄3 | ||||||||