MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25101 |
A server implementing the Model Context Protocol that enables AI assistants lik…
|
F 30 4⁄4 | ||||||||
| 25102 |
Enables interaction with the DROYD AI trading agent API for cryptocurrency rese…
|
F 30 4⁄4 | ||||||||
| 25103 |
MCP Server for kubernetes management, and analyze your cluster, application hea…
|
F 30 4⁄4 | ||||||||
| 25104 |
Extract content from URLs, documents, videos, and audio files using intelligent…
|
F 30 4⁄3 | ||||||||
| 25105 |
MCP server wrapping the Taskwarrior CLI for structured, project-scoped task man…
|
F 30 4⁄3 | ||||||||
| 25106 |
Enables AI assistants to access educational domain tools including grading, cog…
|
F 30 4⁄4 | ||||||||
| 25107 |
Empowering AI with Workflow Orchestration
|
F 30 4⁄3 | ||||||||
| 25108 |
Automatically generates typed React hooks for Next.js projects by crawling API …
|
F 30 4⁄3 | ||||||||
| 25109 |
An API-based accounting analysis tool that identifies financial anomalies like …
|
F 30 4⁄4 | ||||||||
| 25110 |
Easy and stylish presentation slide generator.
|
F 30 4⁄3 | ||||||||
| 25111 |
Enables searching and retrieving academic papers from arXiv by topic, allowing …
|
F 30 4⁄4 | ||||||||
| 25112 |
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and E…
|
F 30 4⁄3 | ||||||||
| 25113 |
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integra…
|
F 30 4⁄3 | ||||||||
| 25114 |
Enables users to interact with GitHub's Projects v2 API through natural languag…
|
F 30 4⁄4 | ||||||||
| 25115 |
Advanced MCP server for seamless access to Israeli Government Open Data
|
F 30 4⁄4 | ||||||||
| 25116 |
Create and save recipes in Paprika with natural language!
|
F 30 4⁄3 | ||||||||
| 25117 |
Enables control of Android devices through ADB using natural language commands.…
|
F 30 4⁄3 | ||||||||
| 25118 |
MCP Server for Snowflake from Snowflake Labs
|
F 30 4⁄3 | ||||||||
| 25119 |
Connects to the Zread.ai documentation platform, enabling AI assistants to read…
|
F 30 4⁄3 | ||||||||
| 25120 |
Standalone Roblox Studio MCP Server
|
F 30 4⁄3 | ||||||||
| 25121 |
Enables monitoring and querying of telecom performance management (PM) counters…
|
F 30 4⁄4 | ||||||||
| 25122 |
A read-only Model Context Protocol server that exposes a semantic knowledge bas…
|
F 30 4⁄4 | ||||||||
| 25123 |
A persistent memory server that implements a local knowledge graph using the Ku…
|
F 30 4⁄3 | ||||||||
| 25124 |
45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversa…
|
F 30 4⁄3 | ||||||||
| 25125 |
Infrastructure Auto Provisioner
|
F 30 4⁄4 | ||||||||
| 25126 |
Enables AI agents to control Minecraft bots via natural language commands by br…
|
F 30 4⁄4 | ||||||||
| 25127 |
A VSCode extension that provides MCP tools for AI assistants to programmaticall…
|
F 30 4⁄3 | ||||||||
| 25128 |
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
F 30 4⁄4 | ||||||||
| 25129 |
Enables AI agents to perform comprehensive person and company lookups by integr…
|
F 30 4⁄4 | ||||||||
| 25130 |
Enables management of the Proflores budgeting system, allowing users to interac…
|
F 30 4⁄4 | ||||||||
| 25131 |
A simple Meta-agent Communication Protocol server built with FastMCP framework …
|
F 30 4⁄4 | ||||||||
| 25132 |
Provides hybrid semantic and keyword code search for Claude Code using BM25 and…
|
F 30 4⁄3 | ||||||||
| 25133 |
Enables interaction with Ethereum-compatible smart contracts through their ABI,…
|
F 30 4⁄4 | ||||||||
| 25134 |
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS,…
|
F 30 4⁄3 | ||||||||
| 25135 |
A productivity coaching assistant designed for ADHD support that provides intel…
|
F 30 4⁄3 | ||||||||
| 25136 |
This MCP (Model Context Protocol) Server provides a communication interface for…
|
F 30 4⁄3 | ||||||||
| 25137 |
A Docker-containerized MCP proxy that provides AI image generation, text genera…
|
F 30 4⁄4 | ||||||||
| 25138 |
A FastAPI-based Model Context Protocol server that exposes herd data through a …
|
F 30 4⁄4 | ||||||||
| 25139 |
Acts as an AI Gateway for MCP servers using Azure API Management, implementing …
|
F 30 4⁄4 | ||||||||
| 25140 |
Provides unified project context and monitoring capabilities including project …
|
F 30 4⁄3 | ||||||||
| 25141 |
An MCP-compatible Flask server that integrates with the educhain Python library…
|
F 30 4⁄3 | ||||||||
| 25142 |
Provides a tiered, persistent memory architecture for Claude to automatically c…
|
F 30 4⁄4 | ||||||||
| 25143 |
Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline mo…
|
F 30 4⁄3 | ||||||||
| 25144 |
A MCP server for OneDev for CI/CD pipeline editing, issue workflow automation, …
|
F 30 4⁄3 | ||||||||
| 25145 |
An MCP server that retrieves and provides Wikipedia content for requested topic…
|
F 30 4⁄3 | ||||||||
| 25146 |
Connects PyMOL to Claude AI through the Model Context Protocol, allowing for co…
|
F 30 4⁄3 | ||||||||
| 25147 |
A lightweight, AI-native server that enables GPT-based AI agents to fetch real-…
|
F 30 4⁄4 | ||||||||
| 25148 |
An MCP server for Bitbucket Data Center that enables AI assistants to search co…
|
F 30 4⁄4 | ||||||||
| 25149 |
|
F 30 4⁄3 | ||||||||
| 25150 |
This is an MCP server used for querying books, and it can be applied in common …
|
F 30 4⁄4 | ||||||||