MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21701 |
A Model Context Protocol server that enables Claude to collaborate with Google'…
|
C 63 4⁄4 | ||||||||
| 21702 |
Expose WordPress and WooCommerce REST API tools to enable seamless integration …
|
C 63 4⁄3 | ||||||||
| 21703 |
strata
Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
|
C 63 3⁄3 | ||||||||
| 21704 |
MCP Standards
Claim
A self-learning AI standards system that automatically detects patterns from us…
|
C 63 4⁄3 | ||||||||
| 21705 |
Enables AI assistants to execute malware analysis tools on a REMnux system via …
|
C 63 4⁄4 | ||||||||
| 21706 |
Gemini Thinking Server
Claim
Integrates Google's Gemini API to provide sequential analytical thinking and pr…
|
C 63 4⁄4 | ||||||||
| 21707 |
小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
|
C 63 4⁄3 | ||||||||
| 21708 |
powerbi-tabular-mcp
Claim
tabular-mcp
|
C 63 3⁄3 | ||||||||
| 21709 |
An MCP server for Electronic Design Automation that provides comprehensive tool…
|
C 63 4⁄3 | ||||||||
| 21710 |
GameDevMCPPlugin
Claim
UE5 MCP plugin for AI-driven Unreal Editor and game development workflows.
|
C 63 3⁄3 | ||||||||
| 21711 |
ida-mcp-rs
Claim
Headless IDA Pro MCP Server
|
C 63 4⁄3 | ||||||||
| 21712 |
A discovery and recommendation service that helps AI assistants find Model Cont…
|
C 63 4⁄4 | ||||||||
| 21713 |
Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to int…
|
C 63 4⁄3 | ||||||||
| 21714 |
Awesome-MCP-ZH
Claim
MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients
|
C 63 3⁄3 | ||||||||
| 21715 |
A persistent memory MCP server for Claude Code - Recursive Language Model integ…
|
C 63 4⁄3 | ||||||||
| 21716 |
GnuRadio
|
C 63 4⁄3 | ||||||||
| 21717 |
The first MCP Server dedicated to Bitcoin ecosystem
|
C 63 4⁄3 | ||||||||
| 21718 |
skillhub-mcp
Claim
MCP server that exposes Claude-style skills to any MCP client.
|
C 63 4⁄3 | ||||||||
| 21719 |
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
|
C 63 4⁄4 | ||||||||
| 21720 |
Enables AI agents to automate multiphysics simulations in COMSOL Multiphysics, …
|
C 63 4⁄3 | ||||||||
| 21721 |
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
|
C 63 4⁄4 | ||||||||
| 21722 |
agentic-ai
Claim
This repository serves as a comprehensive knowledge hub, curating cutting-edge …
|
C 63 3⁄3 | ||||||||
| 21723 |
Enables natural-language control of e-commerce operations including product man…
|
C 63 3⁄3 | ||||||||
| 21724 |
A Model Context Protocol server that integrates AI assistants like Claude and C…
|
C 63 3⁄3 | ||||||||
| 21725 |
|
C 63 3⁄3 | ||||||||
| 21726 |
Enables AI assistants to interact with running Godot 4 C# games in real-time, p…
|
C 63 3⁄3 | ||||||||
| 21727 |
|
C 63 3⁄3 | ||||||||
| 21728 |
CortexScout
Claim
CortexScout is the Deep Research & Web Extraction module within the Cortex-Work…
|
C 63 4⁄4 | ||||||||
| 21729 |
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
|
C 63 3⁄3 | ||||||||
| 21730 |
AWT (AI Watch Tester)
Claim
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loo…
|
C 63 3⁄3 | ||||||||
| 21731 |
Defeatbeta API is an open-source alternative to Yahoo Finance's market data API…
|
C 63 4⁄3 | ||||||||
| 21732 |
A comprehensive Model Context Protocol server providing 33 specialized research…
|
C 63 4⁄3 | ||||||||
| 21733 |
mcp4xiaozhi
Claim
Provides MCP tools for Vietnamese 'On this day' history events, latest VNExpres…
|
C 63 3⁄3 | ||||||||
| 21734 |
mcp-servers
Claim
|
C 63 4⁄3 | ||||||||
| 21735 |
An MCP server that enables Claude to control Ableton Live in real-time via the …
|
C 63 4⁄3 | ||||||||
| 21736 |
MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.
|
C 63 4⁄3 | ||||||||
| 21737 |
A Model Context Protocol server for Adobe Experience Manager that provides REST…
|
C 63 4⁄4 | ||||||||
| 21738 |
univer-mcp
Claim
AI-powered spreadsheet automation through Model Context Protocol (MCP) server f…
|
C 63 3⁄3 | ||||||||
| 21739 |
Enables AI agents to generate chart visualizations by interacting with QuickCha…
|
C 63 4⁄4 | ||||||||
| 21740 |
Enables AI assistants to interact with the Just Plan It (JPI) job scheduling an…
|
C 63 4⁄4 | ||||||||
| 21741 |
Enables interaction with WordPress sites through the REST API, supporting conte…
|
C 63 4⁄4 | ||||||||
| 21742 |
autosteer
Claim
Desktop app for multi-workspace Claude Code management
|
C 63 4⁄3 | ||||||||
| 21743 |
Enables document processing through Upstage AI services including parsing vario…
|
C 63 4⁄4 | ||||||||
| 21744 |
Provides comprehensive database management tools for PostgreSQL, MySQL, and SQL…
|
C 63 4⁄4 | ||||||||
| 21745 |
Semantic search over IMAGIN.studio API documentation — CDN, API, integration gu…
|
C 63 3⁄3 | ||||||||
| 21746 |
An MCP server that provides access to Garmin Connect fitness, health, and train…
|
C 63 4⁄4 | ||||||||
| 21747 |
OpsLevel MCP
Claim
OpsLevel MCP
|
C 63 4⁄4 | ||||||||
| 21748 |
Integrates MantisBT bug tracker into Claude and other MCP clients via the REST …
|
C 63 4⁄4 | ||||||||
| 21749 |
Provides developer-focused documentation and tools for building applications on…
|
C 63 4⁄4 | ||||||||
| 21750 |
MCP Connection Hub
Claim
A unified Model Context Protocol Gateway that bridges LLM interfaces with vario…
|
C 63 4⁄4 | ||||||||