MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6301 |
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
|
B 72 5⁄4 | ||||||||
| 6302 |
XiaoHongShu MCP
Claim
Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…
|
B 72 5⁄4 | ||||||||
| 6303 |
Enables email management through SMTP and IMAP protocols with support for sendi…
|
B 72 5⁄4 | ||||||||
| 6304 |
Provides tools for multi-chain DeFi operations using the Fibrous SDK, enabling …
|
B 72 5⁄5 | ||||||||
| 6305 |
Enables access to New York Times content through 5 specialized tools including …
|
B 72 5⁄5 | ||||||||
| 6306 |
go-mcp-mysql
Claim
|
B 72 5⁄4 | ||||||||
| 6307 |
A Model Context Protocol server that enables AI assistants to control Android T…
|
B 72 5⁄4 | ||||||||
| 6308 |
Cross-platform command execution server that intelligently adapts shell command…
|
B 72 5⁄5 | ||||||||
| 6309 |
Provides comprehensive documentation, code examples, and implementation assista…
|
B 72 5⁄5 | ||||||||
| 6310 |
Read-only MCP server that enables AI tools like Claude and Cursor to query the …
|
B 72 5⁄5 | ||||||||
| 6311 |
A Model Context Protocol server that bridges Claude AI with Anki flashcard app,…
|
B 72 5⁄4 | ||||||||
| 6312 |
MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness an…
|
B 72 5⁄4 | ||||||||
| 6313 |
Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama f…
|
B 72 5⁄4 | ||||||||
| 6314 |
A Model Context Protocol server that provides Claude Code with seamless access …
|
B 72 5⁄5 | ||||||||
| 6315 |
Provides real-time Google search capabilities to AI assistants like Claude, byp…
|
B 72 5⁄4 | ||||||||
| 6316 |
Provides AI assistants with direct access to official Griptape framework docume…
|
B 72 5⁄4 | ||||||||
| 6317 |
Enables AI assistants to manage API endpoints, environments, and testing workfl…
|
B 72 5⁄5 | ||||||||
| 6318 |
Enables searching, downloading, and analyzing academic papers from arXiv and Se…
|
B 72 5⁄5 | ||||||||
| 6319 |
MCP Demo Server
Claim
A stateless HTTP streaming MCP server built with Express that provides tools to…
|
B 72 5⁄4 | ||||||||
| 6320 |
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
|
B 72 5⁄5 | ||||||||
| 6321 |
MCP server for Claude to talk to ChatGPT and use its web search capability.
|
B 72 5⁄5 | ||||||||
| 6322 |
Provides AI models with direct access to documentation for over 600 technologie…
|
B 72 5⁄5 | ||||||||
| 6323 |
Provides access to PostgreSQL database schemas and metadata, allowing MCP-compa…
|
B 72 5⁄4 | ||||||||
| 6324 |
Provides accessibility testing capabilities through CLI, helping identify acces…
|
B 72 5⁄4 | ||||||||
| 6325 |
Enables web searching via DuckDuckGo and extracting readable content from any U…
|
B 72 5⁄5 | ||||||||
| 6326 |
A microservice that wraps Xiaohongshu (Little Red Book) API into a RESTful API …
|
B 72 5⁄5 | ||||||||
| 6327 |
A tool that helps AI agents interact with Docker containers on local or remote …
|
B 72 5⁄4 | ||||||||
| 6328 |
GIMP MCP server
|
B 72 5⁄4 | ||||||||
| 6329 |
A Cloudflare Workers-deployed MCP server that provides secure remote access to …
|
B 72 5⁄5 | ||||||||
| 6330 |
TypeScript Tools MCP
Claim
A Model Context Protocol (MCP) server that provides TypeScript development tool…
|
B 72 5⁄4 | ||||||||
| 6331 |
Enables AI clients to track investment portfolios by retrieving positions, calc…
|
B 72 5⁄5 | ||||||||
| 6332 |
A Model Context Protocol server that enables management of Ghost blog content (…
|
B 72 5⁄5 | ||||||||
| 6333 |
A cross-platform MCP server providing persistent storage for AI assistants to s…
|
B 72 5⁄4 | ||||||||
| 6334 |
Authorize.net MCP Server
Claim
Provides read-only access to Authorize.net transaction reporting APIs, enabling…
|
B 72 5⁄5 | ||||||||
| 6335 |
Chatlog MCP Server
Claim
Enables users to analyze, search, and export chat logs from various platforms t…
|
B 72 5⁄5 | ||||||||
| 6336 |
Provides access to Intercom conversations and chats through the Model Context P…
|
B 72 5⁄5 | ||||||||
| 6337 |
An MCP server implementing AI-user confirmation protocols, providing tools for …
|
B 72 5⁄5 | ||||||||
| 6338 |
MCP server that enables Claude to request chat completions with citations from …
|
B 72 5⁄5 | ||||||||
| 6339 |
Enables AI agents to perform semantic code search across entire codebases using…
|
B 72 5⁄4 | ||||||||
| 6340 |
A bridge that provides AI assistants with access to WaniKani user data and func…
|
B 72 5⁄5 | ||||||||
| 6341 |
Enables intelligent querying of keyboard shortcuts for various operating system…
|
B 72 5⁄5 | ||||||||
| 6342 |
Enables AI clients to manage GitLab pipelines through natural language commands…
|
B 72 5⁄5 | ||||||||
| 6343 |
A server that enables AI assistants to execute terminal commands and retrieve o…
|
B 72 5⁄5 | ||||||||
| 6344 |
A simple Model Context Protocol server for Slack integration that enables messa…
|
B 72 5⁄5 | ||||||||
| 6345 |
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
|
B 72 5⁄5 | ||||||||
| 6346 |
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 72 5⁄5 | ||||||||
| 6347 |
Flappy Bird MCP App
Claim
Provides a fully playable Flappy Bird game that runs inline within AI chat clie…
|
B 72 5⁄5 | ||||||||
| 6348 |
A Model Control Protocol server that provides access to DingDing (Chinese workp…
|
B 72 5⁄5 | ||||||||
| 6349 |
Enables AI agents to interact with the Clawslist marketplace to browse, create,…
|
B 72 5⁄5 | ||||||||
| 6350 |
Provides tools for optimizing, fine-tuning, and deploying large language models…
|
B 72 5⁄5 | ||||||||