MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19301 |
Boring Gemini
Claim
An autonomous AI development agent that enables full-stack coding, automated ve…
|
C 68 4⁄4 | ||||||||
| 19302 |
Transforms AI agents into industry experts through natural conversation, enabli…
|
C 68 4⁄4 | ||||||||
| 19303 |
MCP server for integrating Ghidra with AI assistants. This plugin enables binar…
|
C 68 4⁄3 | ||||||||
| 19304 |
MSSQL Server MCP implementation written in C#
|
C 68 3⁄3 | ||||||||
| 19305 |
TS based companion MCP server for the Drupal MCP module that works with the STD…
|
C 68 4⁄3 | ||||||||
| 19306 |
Provides AI agents with visibility into React applications by exposing tools to…
|
C 68 4⁄3 | ||||||||
| 19307 |
Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie…
|
C 68 4⁄3 | ||||||||
| 19308 |
gpt-researcher
Claim
An autonomous agent that conducts deep research on any data using any LLM provi…
|
C 68 4⁄3 | ||||||||
| 19309 |
MCP server for managing Docker containers, images, networks, volumes, and regis…
|
C 68 4⁄3 | ||||||||
| 19310 |
Enables real-time indexing and semantic search of local documents (PDF, Word, t…
|
C 68 4⁄3 | ||||||||
| 19311 |
Enables direct interaction with FoundryVTT virtual tabletop servers via native …
|
C 68 4⁄4 | ||||||||
| 19312 |
Enables LLM agents to manage Okta organizations through natural language, provi…
|
C 68 4⁄4 | ||||||||
| 19313 |
Enables automated access to LoadRunner Cloud APIs for retrieving performance te…
|
C 68 4⁄4 | ||||||||
| 19314 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||
| 19315 |
swagger-mcp
Claim
|
C 68 4⁄3 | ||||||||
| 19316 |
Enables execution of SQL queries and management of Microsoft SQL Server databas…
|
C 68 4⁄4 | ||||||||
| 19317 |
An MCP server that leverages official UniFi API
|
C 68 4⁄3 | ||||||||
| 19318 |
Enables interaction with Shopify store data (products, customers, orders) via G…
|
C 68 4⁄4 | ||||||||
| 19319 |
Provides fast file search capabilities using fd (a modern find alternative), en…
|
C 68 4⁄3 | ||||||||
| 19320 |
Enables Claude AI to directly control Blender for automated 3D modeling, scene …
|
C 68 4⁄4 | ||||||||
| 19321 |
Zabbix integration for hosts, items, triggers, templates, problems, data and mo…
|
C 68 4⁄4 | ||||||||
| 19322 |
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
|
C 68 4⁄3 | ||||||||
| 19323 |
mcp-server-tfl
Claim
Community-built server providing real-time London transport data via the TfL Un…
|
C 68 3⁄3 | ||||||||
| 19324 |
A comprehensive Model Context Protocol server providing 60 tools across 9 categ…
|
C 68 4⁄3 | ||||||||
| 19325 |
Model Context Protocol server that enables LLMs to interact with X.com (formerl…
|
C 68 4⁄4 | ||||||||
| 19326 |
adtk
Claim
The most comprehensive Azure DevOps MCP server & CLI — 13 tools, 82 actions, si…
|
C 68 4⁄4 | ||||||||
| 19327 |
UnrealMotionGraphicsMCP
Claim
🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to max…
|
C 68 4⁄3 | ||||||||
| 19328 |
Enables interaction with InfluxDB v3 (Core/Enterprise/Cloud Dedicated) through …
|
C 68 4⁄4 | ||||||||
| 19329 |
A Model Context Protocol server that connects AI assistants like Claude to AWS …
|
C 68 4⁄4 | ||||||||
| 19330 |
Vibe-Coder-MCP server extends AI assistants with specialized software developm…
|
C 68 4⁄4 | ||||||||
| 19331 |
A local MCP server that provides a secure bridge for automating macOS applicati…
|
C 68 4⁄3 | ||||||||
| 19332 |
toolhive-cloud-ui
Claim
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
|
C 68 4⁄3 | ||||||||
| 19333 |
Marketstack MCP Server
Claim
Exposes various Marketstack API endpoints as MCP tools, providing access to fin…
|
C 68 4⁄4 | ||||||||
| 19334 |
kubefwd
Claim
Kubernetes bulk port forwarding with service discovery, /etc/hosts management, …
|
C 68 4⁄3 | ||||||||
| 19335 |
AI agent discovers MCP servers from GitHub npm - analyzes APIs configs
|
C 68 4⁄3 | ||||||||
| 19336 |
Enables AI assistants to search and retrieve Magic: The Gathering card data thr…
|
C 68 4⁄4 | ||||||||
| 19337 |
Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Contex…
|
C 68 4⁄3 | ||||||||
| 19338 |
Enables AI assistants to interact with the Apify platform to manage actors, mon…
|
C 68 4⁄4 | ||||||||
| 19339 |
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
|
C 68 4⁄4 | ||||||||
| 19340 |
Enables AI agents to control Adobe Lightroom Classic on macOS for professional …
|
C 68 4⁄3 | ||||||||
| 19341 |
Prevents your AI from breaking code by revealing hidden file dependencies throu…
|
C 68 4⁄3 | ||||||||
| 19342 |
MCP server enabling LLMs to interact with the Strava API - activities, segments…
|
C 68 4⁄3 | ||||||||
| 19343 |
An MCP server that enables communication with GitLab repositories, allowing int…
|
C 68 4⁄4 | ||||||||
| 19344 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 19345 |
Self-hosted MCP server for Nutrient Document Engine. On-premises document proce…
|
C 68 4⁄3 | ||||||||
| 19346 |
shinzo
Claim
Complete observability platform for AI agents and MCP servers. Improve your AI …
|
C 68 4⁄3 | ||||||||
| 19347 |
An MCP server that transforms codebases into knowledge graphs using Neo4J, enab…
|
C 68 4⁄4 | ||||||||
| 19348 |
An automated penetration testing framework that enables intelligent security as…
|
C 68 4⁄3 | ||||||||
| 19349 |
An MCP server that enables AI assistants to manage infrastructure, applications…
|
C 68 4⁄4 | ||||||||
| 19350 |
Enables agents to quickly find and edit code in a codebase with surgical precis…
|
C 68 4⁄4 | ||||||||