MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16151 |
A Model Context Protocol server that provides tools for interacting with Gmail …
|
F 25 5⁄5 | ||||||||
| 16152 |
Observee (YC S25) lets you build AI agents with 1000+ integrations using MCPs w…
|
F 25 6⁄6 | ||||||||
| 16153 |
Enables AI agents to control and automate browser actions through an MCP server…
|
F 25 5⁄5 | ||||||||
| 16154 |
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fo…
|
F 25 6⁄6 | ||||||||
| 16155 |
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
|
F 25 5⁄4 | ||||||||
| 16156 |
Provides real-time flight and train ticket queries, live status tracking, and a…
|
F 25 6⁄6 | ||||||||
| 16157 |
This server implements the Model Context Protocol for seamless interaction with…
|
F 25 5⁄4 | ||||||||
| 16158 |
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
|
F 25 5⁄5 | ||||||||
| 16159 |
Enables browser automation using Python scripts, offering operations like takin…
|
F 25 5⁄5 | ||||||||
| 16160 |
Identifies biological species, returning Latin names with confidence scores.
|
F 25 5⁄4 | ||||||||
| 16161 |
Scrape, extract structured data, and crawl webpages effortlessly. Enhance your …
|
F 25 5⁄5 | ||||||||
| 16162 |
Provides real-time market data for A-shares, Hong Kong, and US stocks using the…
|
F 25 5⁄5 | ||||||||
| 16163 |
A LangChain-based server that supports dynamic loading of OpenAPI specification…
|
F 25 5⁄5 | ||||||||
| 16164 |
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
|
F 25 5⁄4 | ||||||||
| 16165 |
Enables email management through IMAP and SMTP protocols, supporting reading, s…
|
F 25 5⁄5 | ||||||||
| 16166 |
CalDAV calendar operations (list, create, update, delete events) as MCP tools.
|
F 25 5⁄5 | ||||||||
| 16167 |
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
|
F 25 6⁄6 | ||||||||
| 16168 |
A comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enab…
|
F 25 5⁄5 | ||||||||
| 16169 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
|
F 25 5⁄5 | ||||||||
| 16170 |
Search and discover movies and TV shows with torrent links, quality scoring, st…
|
F 25 5⁄5 | ||||||||
| 16171 |
A simple note storage and management system that allows users to add, access, a…
|
F 25 5⁄4 | ||||||||
| 16172 |
A server that bridges Claude AI with the Plane project management platform, ena…
|
F 25 5⁄5 | ||||||||
| 16173 |
Enables AI assistants to interact with PostgreSQL databases by executing SQL qu…
|
F 25 5⁄4 | ||||||||
| 16174 |
An implementation of Claude Code as a Model Context Protocol server that enable…
|
F 25 5⁄5 | ||||||||
| 16175 |
Allow AI agents to scan code for security vulnerabilites using Semgrep.
|
F 25 5⁄5 | ||||||||
| 16176 |
An MCP server that enables semantic search over local files or GitHub repositor…
|
F 25 5⁄4 | ||||||||
| 16177 |
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
|
F 25 5⁄4 | ||||||||
| 16178 |
Manage your daily status, work availability, and location history to provide re…
|
F 25 6⁄6 | ||||||||
| 16179 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16180 |
Enables intelligent conversation management with 4 AI agents that provide seman…
|
F 25 5⁄4 | ||||||||
| 16181 |
A Model Context Protocol server for ElevenLabs conversational agents that enabl…
|
F 25 5⁄4 | ||||||||
| 16182 |
Connects AI assistants to ScreenshotOne.com API for capturing website screensho…
|
F 25 5⁄5 | ||||||||
| 16183 |
Enables sending emails through 126 mailbox SMTP service with support for plain …
|
F 25 5⁄5 | ||||||||
| 16184 |
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
|
F 25 5⁄4 | ||||||||
| 16185 |
Enables analysis of YouTube videos using the Gemini API to generate summaries a…
|
F 25 5⁄5 | ||||||||
| 16186 |
Enables parsing and extraction of content from various document formats (PDF, W…
|
F 25 5⁄5 | ||||||||
| 16187 |
Enables users to manage their Xfinity ISP accounts through automated browser se…
|
F 25 5⁄5 | ||||||||
| 16188 |
Farnsworth gives Claude persistent memory and autonomous agent capabilities. It…
|
F 25 5⁄5 | ||||||||
| 16189 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
F 25 5⁄5 | ||||||||
| 16190 |
A Model Context Protocol server that enables AI assistants to perform web autom…
|
F 25 5⁄5 | ||||||||
| 16191 |
A multi-service email platform for MCP-compatible clients that supports standar…
|
F 25 5⁄5 | ||||||||
| 16192 |
Provides integration with OpenRouter.ai, allowing access to various AI models t…
|
F 25 5⁄5 | ||||||||
| 16193 |
Enables interaction with Apple Notes via natural language, supporting note crea…
|
F 25 5⁄4 | ||||||||
| 16194 |
A Model Context Protocol server that enables LLMs to interact directly with Mon…
|
F 25 5⁄5 | ||||||||
| 16195 |
Enables secure interaction with blockchain smart contracts across multiple chai…
|
F 25 5⁄5 | ||||||||
| 16196 |
A server for sending messages via WeCom bots using FastMCP, supporting asynchro…
|
F 25 6⁄6 | ||||||||
| 16197 |
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
|
F 25 5⁄5 | ||||||||
| 16198 |
An MCP Server that integrates with Stability AI's API to provide high-quality i…
|
F 25 5⁄5 | ||||||||
| 16199 |
Provides tools for browser-driven automation, HTTP API health checks, and visua…
|
F 25 5⁄4 | ||||||||
| 16200 |
Access Monarch financial data — accounts, transactions, budgets, and more
|
F 25 6⁄4 | ||||||||