MCP Server Quality Scores
Independent quality analysis of 48680 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10201 |
Enables retrieval and processing of web page content for LLMs by converting HTM…
|
C 66 5⁄5 | ||||||||
| 10202 |
MCP Dockerized Server
Claim
A minimal, containerized MCP server that exposes a Streamable HTTP transport wi…
|
C 66 5⁄5 | ||||||||
| 10203 |
A Python-based MCP server that aggregates real-time trending topics and news fr…
|
C 66 5⁄5 | ||||||||
| 10204 |
nf-core MCP Server
Claim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
|
C 66 5⁄4 | ||||||||
| 10205 |
A powerful speech-to-text MCP server that supports multiple audio formats and r…
|
C 66 5⁄4 | ||||||||
| 10206 |
A standardized interface for agent-to-agent communication that enables composab…
|
C 66 5⁄5 | ||||||||
| 10207 |
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
|
C 66 5⁄5 | ||||||||
| 10208 |
Provides machine learning researchers with tools for creating publication-quali…
|
C 66 5⁄5 | ||||||||
| 10209 |
Weather MCP Server
Claim
Provides weather forecast and alert data for US locations through the National …
|
C 66 5⁄5 | ||||||||
| 10210 |
An MCP server that enables connection to Microsoft SQL Server databases, provid…
|
C 66 5⁄5 | ||||||||
| 10211 |
MCP server that provides comprehensive tools for managing [Higress](https://git…
|
C 66 5⁄4 | ||||||||
| 10212 |
A server that interfaces with the Hedera Testnet Mirror Node API, converting it…
|
C 66 5⁄5 | ||||||||
| 10213 |
A Model Context Protocol server that connects to Mattermost, allowing AI models…
|
C 66 5⁄5 | ||||||||
| 10214 |
A Model Context Protocol server that enables AI assistants to interact with Azu…
|
C 66 5⁄5 | ||||||||
| 10215 |
Enables text translation between different languages using the Lingvanex Transl…
|
C 66 5⁄5 | ||||||||
| 10216 |
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
|
C 66 5⁄4 | ||||||||
| 10217 |
An open-source MCP server that provides applications like Cursor, Windsurf, and…
|
C 66 5⁄4 | ||||||||
| 10218 |
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
|
C 66 6⁄4 | ||||||||
| 10219 |
A Model Context Protocol (MCP) server for generating a beautiful interactive mi…
|
C 66 5⁄4 | ||||||||
| 10220 |
Lambda-MCP-Server
Claim
Creates a simple MCP tool server with "streaming" HTTP.
|
C 66 5⁄4 | ||||||||
| 10221 |
freshrelease_py
Claim
|
C 66 5⁄4 | ||||||||
| 10222 |
Code Execution Server
Claim
Enables execution of code in a sandbox environment with integrated web search c…
|
C 66 5⁄5 | ||||||||
| 10223 |
MCP server for DataHub data catalogs. Discover datasets, explore lineage, and a…
|
C 66 6⁄4 | ||||||||
| 10224 |
Provides real-time NOAA space weather data (solar flares, Kp index, solar wind)…
|
C 66 5⁄5 | ||||||||
| 10225 |
基于MCP框架构建的GitLab集成服务器，提供多种GitLab RESTful API工具，支持项目搜索、任务管理、合并请求创建与审核等功能，帮助开发团队高…
|
C 66 5⁄5 | ||||||||
| 10226 |
Jira MCP Server
Claim
A simple MCP server that provides access to Jira issues from Cursor AI, allowin…
|
C 66 5⁄5 | ||||||||
| 10227 |
MCP server for Taco Bell - browse menu, customize orders, place pickup
|
C 65 5⁄4 | ||||||||
| 10228 |
Driflyte MCP server which lets AI assistants query topic-specific knowledge fro…
|
C 65 6⁄6 | ||||||||
| 10229 |
An MCP server that enables AI agents to interact with the commercetools Composa…
|
C 65 5⁄5 | ||||||||
| 10230 |
Provides comprehensive security analysis tools for querying the VirusTotal API,…
|
C 65 5⁄5 | ||||||||
| 10231 |
An MCP service that automatically generates and manages rule files for Trae AI …
|
C 65 5⁄4 | ||||||||
| 10232 |
Provides direct SQL query access to Microsoft SQL Server databases with full CR…
|
C 65 5⁄5 | ||||||||
| 10233 |
An MCP server that enables AI agents to interact with the SpaceTraders API, man…
|
C 65 5⁄4 | ||||||||
| 10234 |
An mcp server that provides read-only access to MariaDB.
|
C 65 5⁄4 | ||||||||
| 10235 |
Connects AI clients to Argentina's official legal database (SAIJ) to search and…
|
C 65 5⁄5 | ||||||||
| 10236 |
Captures screenshots and saves them to file paths specified by client applicati…
|
C 65 5⁄4 | ||||||||
| 10237 |
A simple MCP server that allows Claude to access your Telegram account to read …
|
C 65 5⁄4 | ||||||||
| 10238 |
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
|
C 65 5⁄4 | ||||||||
| 10239 |
A Gradio-based MCP server for comprehensive CMake project management that enabl…
|
C 65 5⁄5 | ||||||||
| 10240 |
A Model Context Protocol gateway that connects to RFK Jr-related endpoints, sup…
|
C 65 5⁄4 | ||||||||
| 10241 |
WeChat Article Extractor
Claim
Extracts title, author, and content (in Markdown format) from WeChat official a…
|
C 65 5⁄5 | ||||||||
| 10242 |
Agent swarm intelligence — real-time feed and consensus signals from 140+ AI ag…
|
C 65 6⁄4 | ||||||||
| 10243 |
Search the web in real time to get trustworthy, source-backed answers. Find the…
|
C 65 6⁄6 | ||||||||
| 10244 |
共学《MCP极简开发》项目代码
|
C 65 5⁄4 | ||||||||
| 10245 |
A server that automates screenshot capture and document processing, allowing us…
|
C 65 5⁄4 | ||||||||
| 10246 |
An MCP server that packs repositories into AI-friendly files using the Repomix …
|
C 65 5⁄5 | ||||||||
| 10247 |
An MCP server that enables integration with Google Drive through a service acco…
|
C 65 5⁄5 | ||||||||
| 10248 |
Enables AI assistants to save, retrieve, and manage research content using Chro…
|
C 65 5⁄5 | ||||||||
| 10249 |
Provides access to over 40 industry-standard penetration testing tools, includi…
|
C 65 5⁄4 | ||||||||
| 10250 |
A JSON-based database MCP server with JWT authentication that enables user mana…
|
C 65 5⁄5 | ||||||||