MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20551 |
A comprehensive Python MCP server with built-in knowledge base (SQLite + FTS5),…
|
C 59 4⁄4 | ||||||||
| 20552 |
StreamStorm
Claim
Bot to Spam messages on YouTube Live Stream Chat with an integrated MCP Server …
|
C 59 4⁄3 | ||||||||
| 20553 |
Mindmup2GoogleDriveMCP
Claim
A Model Context Protocol (MCP) server that provides seamless integration betwee…
|
C 59 4⁄3 | ||||||||
| 20554 |
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandb…
|
C 59 4⁄4 | ||||||||
| 20555 |
Provides AI assistants with access to comprehensive financial data including re…
|
C 59 4⁄4 | ||||||||
| 20556 |
A curated list of OSINT MCP servers. Pull requests are welcomed!
|
C 59 3⁄3 | ||||||||
| 20557 |
commonersdao-mcp
Claim
AI agent access to Commoner's DAO — auction, governance, treasury, and discussi…
|
C 59 4⁄3 | ||||||||
| 20558 |
|
C 59 4⁄3 | ||||||||
| 20559 |
Model Context Protocol (MCP) server implementation for semantic search and memo…
|
C 59 4⁄4 | ||||||||
| 20560 |
MCP-powered To-Do application with intelligent task prioritization
|
C 59 4⁄3 | ||||||||
| 20561 |
MCP server for org-mode and org-roam knowledge base management
|
C 59 4⁄3 | ||||||||
| 20562 |
Aedifion MCP Server
Claim
Enables AI assistants to interact with the aedifion cloud platform for building…
|
C 59 4⁄3 | ||||||||
| 20563 |
Astro Blog MCP Server
Claim
Enables automated blog post creation and management for Astro blogs deployed on…
|
C 59 4⁄4 | ||||||||
| 20564 |
An open-source "brain" for AI employees that enables users to create, manage, a…
|
C 59 4⁄4 | ||||||||
| 20565 |
Model Context Protocol (MCP) servers with Claude Code. These tools dramatically…
|
C 59 3⁄3 | ||||||||
| 20566 |
rust-browser-mcp
Claim
Browser automation for Claude via WebDriver and MCP. Support for Chrome/Firefox…
|
C 59 4⁄3 | ||||||||
| 20567 |
MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants s…
|
C 59 3⁄3 | ||||||||
| 20568 |
Unreal Engine MCP Bridge
Claim
A server that enables control of Unreal Engine 5.5+ using natural language comm…
|
C 59 4⁄3 | ||||||||
| 20569 |
web3-mcp-hub
Claim
The definitive open-source registry of Model Context Protocol (MCP) servers for…
|
C 59 4⁄3 | ||||||||
| 20570 |
A simple MCP (Multimodal Conversational Plugin) server based on Joern that prov…
|
C 59 4⁄3 | ||||||||
| 20571 |
A Python MCP server that provides a lightweight CRM by integrating Google Sheet…
|
C 59 4⁄4 | ||||||||
| 20572 |
A modular, extensible MCP Server for managing Storyblok spaces, stories, compon…
|
C 59 4⁄4 | ||||||||
| 20573 |
mcp_ctl
Claim
A package manager to manage all your mcp servers across platforms
|
C 59 4⁄3 | ||||||||
| 20574 |
Provides AI assistants access to comprehensive financial data including real-ti…
|
C 59 4⁄4 | ||||||||
| 20575 |
A professional implementation of a Model Context Protocol server that enables i…
|
C 59 4⁄3 | ||||||||
| 20576 |
An aggregator for real-time hot topics and news from major social and financial…
|
C 59 4⁄3 | ||||||||
| 20577 |
Enables AI assistants to access solved.ac user profiles and search Baekjoon Onl…
|
C 59 4⁄4 | ||||||||
| 20578 |
CodeCortX-MCP
Claim
A lightning-fast, language-agnostic code analysis MCP (Model Context Protocol) …
|
C 59 4⁄3 | ||||||||
| 20579 |
Enables retrieval of random inspirational quotes from various categories includ…
|
C 59 4⁄4 | ||||||||
| 20580 |
Multi-Agent Conversation Protocol server for accessing NASA's Astronomy Picture…
|
C 59 4⁄3 | ||||||||
| 20581 |
Enables programmatic control of Ableton Live using natural language to manage s…
|
C 59 4⁄3 | ||||||||
| 20582 |
MCPify
Claim
A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Messag…
|
C 59 4⁄4 | ||||||||
| 20583 |
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Se…
|
C 59 3⁄3 | ||||||||
| 20584 |
Enables AI assistants to connect and query Microsoft SQL Server databases using…
|
C 59 4⁄4 | ||||||||
| 20585 |
Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs
|
C 59 4⁄3 | ||||||||
| 20586 |
A Model Context Protocol server that provides read-only access to Slack data in…
|
C 59 4⁄3 | ||||||||
| 20587 |
Enables AI assistants to search flights and hotels, access AI-powered price for…
|
C 59 4⁄4 | ||||||||
| 20588 |
cwm-api-gateway-mcp
Claim
|
C 59 4⁄3 | ||||||||
| 20589 |
MCP-Defender
Claim
Desktop app that automatically scans and blocks malicious MCP traffic in AI app…
|
C 59 4⁄3 | ||||||||
| 20590 |
A high-performance MCP server providing lightning-fast hybrid code search using…
|
C 59 4⁄4 | ||||||||
| 20591 |
MCP (Model Context Protocol) Configuration Editor
|
C 59 4⁄3 | ||||||||
| 20592 |
An AI-powered news and trend aggregator that tracks real-time hot topics and RS…
|
C 59 4⁄4 | ||||||||
| 20593 |
An MCP server that integrates the Dex personal CRM API with AI assistants to ma…
|
C 59 4⁄4 | ||||||||
| 20594 |
A Model Context Protocol server that enables AI assistants like Claude to initi…
|
C 59 4⁄4 | ||||||||
| 20595 |
Meet WebHive, the AI-powered browser that takes care of tasks for you. No more …
|
C 59 4⁄3 | ||||||||
| 20596 |
Amazon Ads API MCP server for Amazon Advertising API
|
C 59 4⁄3 | ||||||||
| 20597 |
Enables interaction with blockchain networks through the Rosetta API standard f…
|
C 59 4⁄4 | ||||||||
| 20598 |
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
|
C 59 4⁄3 | ||||||||
| 20599 |
MCP server for GitLab and GitHub
|
C 59 4⁄3 | ||||||||
| 20600 |
An interactive Python code execution tool that allows users and LLMs to safely …
|
C 59 4⁄4 | ||||||||