MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16801 |
Indian Flight Booking MCP
|
F 25 5⁄5 | ||||||||
| 16802 |
Create high-quality images and videos fast from text or reference images. Perso…
|
F 25 6⁄6 | ||||||||
| 16803 |
DButils is an all-in-one MCP service that enables your AI to do data analysis b…
|
F 25 5⁄5 | ||||||||
| 16804 |
Enables Claude Desktop to interactively capture and analyze Zoho CRM timeline s…
|
F 25 5⁄4 | ||||||||
| 16805 |
Two prediction examples in the Alink tutorial: input a year to predict GMV; inp…
|
F 25 6⁄6 | ||||||||
| 16806 |
Enables automated end-to-end testing powered by Playwright where test cases are…
|
F 25 5⁄4 | ||||||||
| 16807 |
Enables comprehensive interaction with Slack workspaces, allowing users to mana…
|
F 25 5⁄5 | ||||||||
| 16808 |
An MCP server that enables semantic search over local files or GitHub repositor…
|
F 25 5⁄4 | ||||||||
| 16809 |
An MCP server that enables searching and retrieving content from Confluence doc…
|
F 25 5⁄5 | ||||||||
| 16810 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||
| 16811 |
Enables safe interaction with MySQL databases through SELECT queries, table str…
|
F 25 5⁄5 | ||||||||
| 16812 |
Contract and template management for drafting, reviewing, and sending binding c…
|
F 25 5⁄5 | ||||||||
| 16813 |
A Model Context Protocol server that enables AI assistants to interact with iOS…
|
F 25 5⁄5 | ||||||||
| 16814 |
An AI-powered legal research tool that enables users to search for and retrieve…
|
F 25 5⁄4 | ||||||||
| 16815 |
Create immersive travel experiences by instructing an avatar to navigate Google…
|
F 25 6⁄6 | ||||||||
| 16816 |
A unified Model Context Protocol server implementation that aggregates multiple…
|
F 25 5⁄5 | ||||||||
| 16817 |
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
|
F 25 5⁄4 | ||||||||
| 16818 |
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
|
F 25 5⁄5 | ||||||||
| 16819 |
A group of model context protocol servers provide cognitive enhancement tools f…
|
F 25 5⁄5 | ||||||||
| 16820 |
Enables interaction with Linear resources through an MCP interface, offering fu…
|
F 25 5⁄5 | ||||||||
| 16821 |
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
|
F 25 5⁄5 | ||||||||
| 16822 |
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
|
F 25 5⁄5 | ||||||||
| 16823 |
Enables medical symptom guidance and disease consultation through the Zydsoft A…
|
F 25 5⁄5 | ||||||||
| 16824 |
MCP server for Dataiku DSS project, flow, and operations APIs.
|
F 25 5⁄4 | ||||||||
| 16825 |
An MCP server built with FastMCP that currently provides a simple mathematical …
|
F 25 5⁄5 | ||||||||
| 16826 |
This MCP server implements VariousPolicies according to CSA BOD 25-01 requireme…
|
F 25 5⁄5 | ||||||||
| 16827 |
An MCP server capable of interacting with the Box API
|
F 25 5⁄5 | ||||||||
| 16828 |
An MCP server that enables users to execute arbitrary shell commands on their l…
|
F 25 5⁄4 | ||||||||
| 16829 |
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
|
F 25 5⁄5 | ||||||||
| 16830 |
A Puppeteer-based server designed for remote debugging, E2E testing, and DOM in…
|
F 25 5⁄4 | ||||||||
| 16831 |
Jira CLI & MCP Server — dual-mode Go binary for Jira Cloud with 9 tools, 4 prom…
|
F 25 5⁄5 | ||||||||
| 16832 |
Production-ready TypeScript SDK with MCP server for creating and managing Lark/…
|
F 25 6⁄6 | ||||||||
| 16833 |
Integrates with Google Drive to enable listing, reading, and searching over fil…
|
F 25 5⁄5 | ||||||||
| 16834 |
A simple demonstration project for the Model Control Protocol (MCP) server that…
|
F 25 5⁄5 | ||||||||
| 16835 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16836 |
Control SwitchBot devices with your AI assistant.
|
F 25 5⁄4 | ||||||||
| 16837 |
Enables AI clients to search Aspen Discovery library catalogs and check real-ti…
|
F 25 5⁄5 | ||||||||
| 16838 |
Feriados Brasileiros direto no seu agente de IA,
consulte feriados nacionais, e…
|
F 25 6⁄6 | ||||||||
| 16839 |
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
|
F 25 5⁄5 | ||||||||
| 16840 |
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 | ||||||||
| 16841 |
A powerful Model Context Protocol framework that extends Cursor IDE with tools …
|
F 25 5⁄5 | ||||||||
| 16842 |
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
|
F 25 5⁄5 | ||||||||
| 16843 |
A dynamic MCP server implementation that automatically loads tools, resources, …
|
F 25 5⁄5 | ||||||||
| 16844 |
A MCP server that provides gene set enrichment analysis using the Enrichr API
|
F 25 5⁄5 | ||||||||
| 16845 |
Enables AI assistants to send SMS messages via Twilio through the Model Context…
|
F 25 5⁄5 | ||||||||
| 16846 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
F 25 5⁄5 | ||||||||
| 16847 |
このMCPサーバーは、EVE Onlineのマーケットデータにアクセスするためのインターフェースを提供します。ESI(EVE Swagger Interfac…
|
F 25 5⁄5 | ||||||||
| 16848 |
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
|
F 25 5⁄5 | ||||||||
| 16849 |
URL MCP is a proof of concept stateless MCP server builder that allows users to…
|
F 25 5⁄5 | ||||||||
| 16850 |
Enables AI assistants to access TestFlight beta tester feedback, including scre…
|
F 25 5⁄5 | ||||||||