MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9051 |
tech-collector-mcp
Claim
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
|
C 68 5⁄5 | ||||||||
| 9052 |
A TypeScript-based MCP server designed for experimentation and integration with…
|
C 68 5⁄5 | ||||||||
| 9053 |
Enables Trae IDE to parse and query Swagger/Knife4j API documentation by conver…
|
C 68 5⁄4 | ||||||||
| 9054 |
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
|
C 68 5⁄4 | ||||||||
| 9055 |
Enables comprehensive MySQL database operations including cross-database querie…
|
C 68 5⁄5 | ||||||||
| 9056 |
This server provides a tool to generate unified diffs between two text strings,…
|
C 68 5⁄5 | ||||||||
| 9057 |
A modular MCP server that extends GitHub Copilot's capabilities through intelli…
|
C 68 5⁄5 | ||||||||
| 9058 |
An MCP server that enables remote SSH command execution and bidirectional file …
|
C 68 5⁄5 | ||||||||
| 9059 |
Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…
|
C 68 5⁄5 | ||||||||
| 9060 |
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
C 68 5⁄5 | ||||||||
| 9061 |
Coolify MCP Server
Claim
Enables interaction with Coolify applications and resources through the Coolify…
|
C 68 5⁄5 | ||||||||
| 9062 |
A Model Context Protocol server that provides image generation capabilities usi…
|
C 68 5⁄5 | ||||||||
| 9063 |
A Model Context Protocol server that provides secure access to Atlassian Conflu…
|
C 68 5⁄5 | ||||||||
| 9064 |
A Model Context Protocol server that provides tools for converting SVG code to …
|
C 68 5⁄4 | ||||||||
| 9065 |
Enables AI assistants to interact with Basecamp projects through natural langua…
|
C 68 5⁄5 | ||||||||
| 9066 |
Provides real-time access to Transport for London data, enabling users to check…
|
C 68 5⁄5 | ||||||||
| 9067 |
Bridge the gap between AI coding assistants and Dart/Flutter development workfl…
|
C 68 5⁄5 | ||||||||
| 9068 |
Enables interaction with email servers through IMAP protocol for managing email…
|
C 68 5⁄5 | ||||||||
| 9069 |
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
|
C 68 5⁄5 | ||||||||
| 9070 |
Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-a…
|
C 68 5⁄4 | ||||||||
| 9071 |
Enables AI assistants to interact with LI.FI's cross-chain infrastructure, prov…
|
C 68 5⁄5 | ||||||||
| 9072 |
MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and…
|
C 68 5⁄5 | ||||||||
| 9073 |
MCP Server for the ClickUp API,
|
C 68 5⁄5 | ||||||||
| 9074 |
An MCP server that provides access to over 12 years of NFL play-by-play data th…
|
C 68 5⁄4 | ||||||||
| 9075 |
A simple system that allows Claude to leave and manage notes for itself across …
|
C 68 5⁄5 | ||||||||
| 9076 |
Enables blockchain payment operations across multiple networks including Base, …
|
C 68 5⁄5 | ||||||||
| 9077 |
GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.
|
C 68 5⁄4 | ||||||||
| 9078 |
Fireproof ledger database with multi-user sync
|
C 68 5⁄5 | ||||||||
| 9079 |
An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confl…
|
C 68 5⁄5 | ||||||||
| 9080 |
Provides real-time, privacy-preserving analysis of LLM interactions to detect p…
|
C 68 5⁄4 | ||||||||
| 9081 |
Enables AI tools to programmatically manage Substack content, including creatin…
|
C 68 5⁄5 | ||||||||
| 9082 |
Enables Large Language Models to connect to various real-world applications thr…
|
C 68 5⁄5 | ||||||||
| 9083 |
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
|
C 68 5⁄5 | ||||||||
| 9084 |
Provides tools to create, update, delete, and search catalog items through the …
|
C 68 5⁄5 | ||||||||
| 9085 |
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). N…
|
C 68 5⁄4 | ||||||||
| 9086 |
Enterprise-grade code intelligence platform providing AI-powered code analysis,…
|
C 68 5⁄5 | ||||||||
| 9087 |
Customer Reminder MCP
Claim
Enables automated customer reminder management by connecting to Google Sheets t…
|
C 68 5⁄5 | ||||||||
| 9088 |
Enables AI assistants to interact with Coolify self-hosted instances for applic…
|
C 68 5⁄5 | ||||||||
| 9089 |
LolByte MCP Server
Claim
Enables interaction with League of Legends game data through the Riot Games API…
|
C 68 5⁄5 | ||||||||
| 9090 |
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
|
C 68 5⁄5 | ||||||||
| 9091 |
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
|
C 68 5⁄5 | ||||||||
| 9092 |
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
|
C 68 5⁄5 | ||||||||
| 9093 |
Enables Claude to control Spotify features including playback control, playlist…
|
C 68 5⁄5 | ||||||||
| 9094 |
An MCP server that integrates Google Search Console and Google Analytics 4 to p…
|
C 68 5⁄5 | ||||||||
| 9095 |
h1-brain
Claim
MCP server that connects AI assistants to HackerOne for bug bounty hunting
|
C 68 5⁄4 | ||||||||
| 9096 |
A Model Context Protocol server that enables users to interact with Polygon.io …
|
C 68 5⁄5 | ||||||||
| 9097 |
Converts code into UML diagrams and flowcharts through static analysis, enablin…
|
C 68 5⁄5 | ||||||||
| 9098 |
Provides comprehensive access to Escape from Tarkov game data, including item s…
|
C 68 5⁄5 | ||||||||
| 9099 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
C 68 5⁄5 | ||||||||
| 9100 |
Provides an MCP-native operational interface for diagnostics, explainability, r…
|
C 68 5⁄4 | ||||||||