MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 4 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12151 |
A Model Context Protocol server demonstrating user management capabilities with…
|
C 62 5⁄5 | ||||||||
| 12152 |
A template for deploying authentication-free MCP servers on Cloudflare Workers …
|
C 62 5⁄5 | ||||||||
| 12153 |
Enables AI assistants to interact with Memos instances for knowledge management…
|
C 62 5⁄5 | ||||||||
| 12154 |
Enables efficient vector database operations for embedding storage and similari…
|
C 62 5⁄5 | ||||||||
| 12155 |
A customized MCP server that enables integration between LLM applications and d…
|
C 62 5⁄5 | ||||||||
| 12156 |
vibase
Claim
Easily query and mutate Postgres data using MCP. This is an open source project.
|
C 62 5⁄5 | ||||||||
| 12157 |
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…
|
C 62 5⁄4 | ||||||||
| 12158 |
MCP智能简历投递助手
Claim
Enables AI-driven job application automation for LinkedIn and SEEK platforms wi…
|
C 62 5⁄4 | ||||||||
| 12159 |
21-tool Android device control via ADB — screenshots with compression, UI tree …
|
C 62 5⁄4 | ||||||||
| 12160 |
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
|
C 62 5⁄5 | ||||||||
| 12161 |
Excel MCP Server
Claim
Enables AI-powered employee data management in Excel files, automatically class…
|
C 62 5⁄4 | ||||||||
| 12162 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 12163 |
A Model Context Protocol server that integrates with Azure DevOps, enabling use…
|
C 62 5⁄4 | ||||||||
| 12164 |
A Model Context Protocol server that delivers jokes on demand, allowing users t…
|
C 62 5⁄5 | ||||||||
| 12165 |
Enables AI assistants to query and manage QuickBooks Online data through natura…
|
C 62 6⁄6 | ||||||||
| 12166 |
Django Firebase MCP
Claim
A Django app that implements Firebase Model Context Protocol server, enabling A…
|
C 62 5⁄5 | ||||||||
| 12167 |
A FastAPI-based MCP server scaffold designed to extract material tables from Au…
|
C 62 5⁄4 | ||||||||
| 12168 |
Enables AI assistants to send WeChat messages and take screenshots through ADB …
|
C 62 5⁄4 | ||||||||
| 12169 |
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
C 62 5⁄5 | ||||||||
| 12170 |
CyberChef MCP Server
Claim
Enables AI agents to discover, execute, and validate CyberChef operations for d…
|
C 62 5⁄5 | ||||||||
| 12171 |
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
|
C 62 5⁄5 | ||||||||
| 12172 |
Rini MCP Server
Claim
A collection of custom MCP servers providing various AI-powered capabilities in…
|
C 62 5⁄4 | ||||||||
| 12173 |
An MCP server optimized for Chinese users that enables AI models to perform Bin…
|
C 62 5⁄5 | ||||||||
| 12174 |
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
|
C 62 5⁄5 | ||||||||
| 12175 |
A simple MCP server that provides two tools: one for counting specific letter o…
|
C 62 5⁄5 | ||||||||
| 12176 |
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
|
C 62 5⁄5 | ||||||||
| 12177 |
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
|
C 62 6⁄6 | ||||||||
| 12178 |
A server that allows Claude to control audio playback on your computer, support…
|
C 62 5⁄4 | ||||||||
| 12179 |
PHANTOM VOICES MCP Server — Search, browse, and get platform-ready voice config…
|
C 62 6⁄4 | ||||||||
| 12180 |
AWS‑IReveal‑MCP
Claim
AWS‑IReveal‑MCP
|
C 62 5⁄5 | ||||||||
| 12181 |
Manages query validation, database connection, and security for a system that t…
|
C 61 5⁄5 | ||||||||
| 12182 |
An MCP server that integrates the Sprout Social Public API with Claude and othe…
|
C 61 5⁄5 | ||||||||
| 12183 |
Enables indexing and retrieving notes with full-text search using SQLite, plus …
|
C 61 5⁄5 | ||||||||
| 12184 |
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
|
C 61 5⁄5 | ||||||||
| 12185 |
Provides various utilities including timezone-aware time queries, basic calcula…
|
C 61 5⁄5 | ||||||||
| 12186 |
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
|
C 61 5⁄5 | ||||||||
| 12187 |
MCP server for asking questions about Prisma Cloud documentation
|
C 61 5⁄5 | ||||||||
| 12188 |
Enables audio file analysis using Google's Gemini multimodal models with suppor…
|
C 61 5⁄5 | ||||||||
| 12189 |
An MCP server that integrates with Xeros API, allowing for standardized access …
|
C 61 5⁄5 | ||||||||
| 12190 |
Search the web, images, videos, news, and local businesses with robust filters,…
|
C 61 6⁄6 | ||||||||
| 12191 |
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
|
C 61 5⁄5 | ||||||||
| 12192 |
A Model Context Protocol service that wraps Django's migration commands as MCP …
|
C 61 5⁄5 | ||||||||
| 12193 |
An MCP server that connects to Backlog API, providing functionality to search, …
|
C 61 5⁄5 | ||||||||
| 12194 |
Enrich user data by adding social network links based on provided personal info…
|
C 61 6⁄6 | ||||||||
| 12195 |
pAIchart MCP Hub
Claim
MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orche…
|
C 61 5⁄5 | ||||||||
| 12196 |
|
C 61 5⁄4 | ||||||||
| 12197 |
An MCP server for MySQL databases that enables schema exploration, query execut…
|
C 61 5⁄5 | ||||||||
| 12198 |
A Model Context Protocol server that enables flight searching, booking, and pay…
|
C 61 5⁄4 | ||||||||
| 12199 |
A demonstration MCP server built with fastmcp that provides basic utility tools…
|
C 61 5⁄4 | ||||||||
| 12200 |
oreilly-ai-agents
Claim
An introduction to the world of AI Agents
|
C 61 5⁄4 | ||||||||