MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16901 |
A tool that enables automated browser control using Pyppeteer within the MCP fr…
|
F 25 5⁄5 | ||||||||
| 16902 |
Provides real-time market data for A-shares, Hong Kong, and US stocks using the…
|
F 25 5⁄5 | ||||||||
| 16903 |
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
|
F 25 5⁄4 | ||||||||
| 16904 |
An MCP server that fetches real-time documentation for popular libraries like L…
|
F 25 5⁄5 | ||||||||
| 16905 |
Discover 6,700+ MCP servers and 15,000+ OpenClaw skills. Agent-native search wi…
|
F 25 6⁄6 | ||||||||
| 16906 |
A Model Context Protocol server that provides tools for interacting with Trello…
|
F 25 5⁄5 | ||||||||
| 16907 |
An MCP Server implementation that enables managing Confluence wiki pages throug…
|
F 25 5⁄5 | ||||||||
| 16908 |
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-…
|
F 25 6⁄6 | ||||||||
| 16909 |
Connects AI models to the Terraform Registry via MCP, enabling provider lookups…
|
F 25 5⁄5 | ||||||||
| 16910 |
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
|
F 25 5⁄5 | ||||||||
| 16911 |
An MCP server implementation that enables calling iFlytek workflows through the…
|
F 25 5⁄5 | ||||||||
| 16912 |
本地 Markdown 到 Word 文档转换工具,支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持,修复本地相对路…
|
F 25 5⁄5 | ||||||||
| 16913 |
Connects Claude with Matrix/Element to read and search messages across rooms. E…
|
F 25 5⁄5 | ||||||||
| 16914 |
Enables interaction with the complete Cloudflare API using a codemode pattern t…
|
F 25 5⁄5 | ||||||||
| 16915 |
A Model Context Protocol server that allows AI models to log and retrieve conta…
|
F 25 5⁄5 | ||||||||
| 16916 |
A Model Context Protocol server that provides read-only MySQL database queries …
|
F 25 5⁄5 | ||||||||
| 16917 |
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto…
|
F 25 5⁄4 | ||||||||
| 16918 |
A quantitative trading analysis server that enables AI agents to screen stocks,…
|
F 25 5⁄5 | ||||||||
| 16919 |
A server implementing Model Context Protocol that enables AI assistants to inte…
|
F 25 5⁄5 | ||||||||
| 16920 |
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
|
F 25 5⁄5 | ||||||||
| 16921 |
Provide AI assistants with powerful SEO research capabilities by accessing keyw…
|
F 25 6⁄6 | ||||||||
| 16922 |
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
|
F 25 5⁄5 | ||||||||
| 16923 |
|
F 25 5⁄5 | ||||||||
| 16924 |
Enables AI agents to programmatically access Google NotebookLM through browser …
|
F 25 5⁄5 | ||||||||
| 16925 |
An MCP server that integrates with MySQL databases, enabling secure read and wr…
|
F 25 5⁄5 | ||||||||
| 16926 |
Enables AI assistants to manage tasks within an Obsidian vault by listing, addi…
|
F 25 5⁄5 | ||||||||
| 16927 |
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
|
F 25 6⁄6 | ||||||||
| 16928 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16929 |
# 📅 Google Calendar Smart Manager (MCP)
Turn Google Calendar into your intell…
|
F 25 5⁄4 | ||||||||
| 16930 |
A remote Model Context Protocol server that retrieves and cleans Microsoft Team…
|
F 25 5⁄5 | ||||||||
| 16931 |
Implements the Model Context Protocol (MCP) over HTTP to provide remote access …
|
F 25 5⁄5 | ||||||||
| 16932 |
Enables chat completions using x.ai's Grok API with support for multiple Grok m…
|
F 25 5⁄5 | ||||||||
| 16933 |
Model Context Protocol server for Fathom AI - access meeting recordings, transc…
|
F 25 5⁄4 | ||||||||
| 16934 |
Enables users to access and manage Replicate's AI models and predictions via th…
|
F 25 5⁄5 | ||||||||
| 16935 |
Enables interaction with Insperity's REST API to access employee data, includin…
|
F 25 5⁄5 | ||||||||
| 16936 |
An MCP server for Azure DevOps that allows users to manage work items, sprints,…
|
F 25 5⁄5 | ||||||||
| 16937 |
Hive Intelligence: Ultimate cryptocurrency MCP for AI assistants with unified a…
|
F 25 5⁄5 | ||||||||
| 16938 |
URL MCP is a proof of concept stateless MCP server builder that allows users to…
|
F 25 5⁄5 | ||||||||
| 16939 |
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
|
F 25 5⁄4 | ||||||||
| 16940 |
MCP servers that provide multiple text conversion functions, including case con…
|
F 25 6⁄6 | ||||||||
| 16941 |
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
|
F 25 5⁄5 | ||||||||
| 16942 |
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
|
F 25 5⁄5 | ||||||||
| 16943 |
An MCP server that enables interaction with Telegram to send, read, and search …
|
F 25 5⁄4 | ||||||||
| 16944 |
MCP server for Hugeicons integration and documentation
This is a TypeScript-ba…
|
F 25 5⁄5 | ||||||||
| 16945 |
A runtime inspection and automation toolkit that enables MCP clients to interac…
|
F 25 5⁄4 | ||||||||
| 16946 |
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
|
F 25 5⁄5 | ||||||||
| 16947 |
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
|
F 25 5⁄4 | ||||||||
| 16948 |
A Model Control Protocol server that provides web search capabilities and simil…
|
F 25 5⁄5 | ||||||||
| 16949 |
Provides voice recognition and text extraction capabilities with support for bo…
|
F 25 5⁄5 | ||||||||
| 16950 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||