MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16401 |
Exposes over 19,000 Apify Actors as MCP tools for web scraping, data extraction…
|
F 25 5⁄5 | ||||||||
| 16402 |
Enables users to manage their Xfinity ISP accounts through automated browser se…
|
F 25 5⁄5 | ||||||||
| 16403 |
An MCP server that integrates the ZepAi module to provide long-term memory and …
|
F 25 5⁄5 | ||||||||
| 16404 |
Enables AI models to play the game Peggle by capturing the primary monitor's sc…
|
F 25 5⁄4 | ||||||||
| 16405 |
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git…
|
F 25 6⁄6 | ||||||||
| 16406 |
Provides real-time flight and train ticket queries, live status tracking, and a…
|
F 25 6⁄6 | ||||||||
| 16407 |
An MCP server that gives LLMs access to geographic data conversion tools, enabl…
|
F 25 5⁄5 | ||||||||
| 16408 |
A utility tool that enables Claude Desktop to interact with external tools via …
|
F 25 5⁄5 | ||||||||
| 16409 |
Enables AI assistants to access real-time weather data by city and manage HR op…
|
F 25 5⁄5 | ||||||||
| 16410 |
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
|
F 25 5⁄5 | ||||||||
| 16411 |
Enables access to Columbus School for Girls Veracross portal features including…
|
F 25 5⁄5 | ||||||||
| 16412 |
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
|
F 25 6⁄6 | ||||||||
| 16413 |
EU AI Act compliance scanner that detects regulatory violations in AI codebases…
|
F 25 6⁄6 | ||||||||
| 16414 |
Enables interaction with Apple's App Store Connect API through natural language…
|
F 25 5⁄5 | ||||||||
| 16415 |
Context window optimization for AI coding agents. Sandboxes tool output, 98% re…
|
F 25 5⁄4 | ||||||||
| 16416 |
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…
|
F 25 5⁄4 | ||||||||
| 16417 |
Provides a set of tools to interact with Tecton clusters, manage feature stores…
|
F 25 5⁄5 | ||||||||
| 16418 |
Enables Cursor and Windsurf to safely manage Supabase databases, execute SQL qu…
|
F 25 5⁄5 | ||||||||
| 16419 |
极客时间MCP新课已经上线！超2000同学一起开启MCP学习之旅！
|
F 25 5⁄4 | ||||||||
| 16420 |
An MCP server built with FastMCP that currently provides a simple mathematical …
|
F 25 5⁄5 | ||||||||
| 16421 |
Enables MCP clients to interact with Monday.com workspaces through comprehensiv…
|
F 25 5⁄5 | ||||||||
| 16422 |
A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持…
|
F 25 6⁄4 | ||||||||
| 16423 |
Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowi…
|
F 25 5⁄5 | ||||||||
| 16424 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 16425 |
An MCP server for searching job listings with filters for date, keywords, remot…
|
F 25 5⁄4 | ||||||||
| 16426 |
A FastMCP-based telnet client that enables AI agents to interact with legacy Bu…
|
F 25 5⁄5 | ||||||||
| 16427 |
A powerful MCP server that enables AI assistants to interact with Microsoft Gra…
|
F 25 5⁄5 | ||||||||
| 16428 |
An MCP server for LinkedIn automation that enables users to search for jobs, re…
|
F 25 5⁄5 | ||||||||
| 16429 |
A Model Context Protocol server that provides access to Snowflake databases for…
|
F 25 5⁄5 | ||||||||
| 16430 |
A comprehensive learning project demonstrating MCP server implementation with t…
|
F 25 5⁄5 | ||||||||
| 16431 |
Enables interaction with Snowflake databases through SQL queries, schema explor…
|
F 25 6⁄6 | ||||||||
| 16432 |
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
|
F 25 5⁄5 | ||||||||
| 16433 |
Collective intelligence for AI shopping agents — product intel, deals, and more
|
F 25 6⁄6 | ||||||||
| 16434 |
A secure secrets management server that enables LLMs to execute CLI commands us…
|
F 25 5⁄4 | ||||||||
| 16435 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16436 |
A Model Context Protocol server that enables intelligent searching across docum…
|
F 25 5⁄5 | ||||||||
| 16437 |
A server that provides AI-powered image generation, modification, and processin…
|
F 25 5⁄5 | ||||||||
| 16438 |
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
|
F 25 5⁄4 | ||||||||
| 16439 |
A Model Context Protocol server that allows AI models to log and retrieve conta…
|
F 25 5⁄5 | ||||||||
| 16440 |
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
|
F 25 5⁄5 | ||||||||
| 16441 |
MCP server for interacting with Neon Management API and databases.
|
F 25 6⁄6 | ||||||||
| 16442 |
|
F 25 5⁄4 | ||||||||
| 16443 |
Provides access to Appian's Aurora design system documentation via GitHub, enab…
|
F 25 5⁄5 | ||||||||
| 16444 |
This server acts as a Message Communication Protocol (MCP) service for integrat…
|
F 25 5⁄5 | ||||||||
| 16445 |
Provide access to Iconify's MCP server with over 200,000 open-source vector ICO…
|
F 25 5⁄5 | ||||||||
| 16446 |
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
|
F 25 5⁄5 | ||||||||
| 16447 |
Enables real-time cryptocurrency price monitoring and intelligent alerts for De…
|
F 25 5⁄5 | ||||||||
| 16448 |
An implementation of Claude Code as a Model Context Protocol server that enable…
|
F 25 5⁄5 | ||||||||
| 16449 |
An MCP server that provides AI image generation capabilities using OpenAI and R…
|
F 25 5⁄5 | ||||||||
| 16450 |
An MCP server that retrieves and ranks humorous roasts, jokes, and memes about …
|
F 25 5⁄5 | ||||||||