MCP Server Quality Scores
Independent quality analysis of 33330 public MCP servers
Last updated 1 hour, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16851 |
A general-purpose MCP server providing time-related utilities such as fetching …
|
F 25 5⁄5 | ||||||||
| 16852 |
A FastAPI server implementing the Model Context Protocol (MCP) for structured t…
|
F 25 5⁄5 | ||||||||
| 16853 |
A Model Context Protocol server that enables automated search monitoring with A…
|
F 25 5⁄4 | ||||||||
| 16854 |
Enables automated VPS initialization and management through SSH connections. Su…
|
F 25 5⁄5 | ||||||||
| 16855 |
Feriados Brasileiros direto no seu agente de IA,
consulte feriados nacionais, e…
|
F 25 6⁄6 | ||||||||
| 16856 |
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
|
F 25 5⁄4 | ||||||||
| 16857 |
Enables cloud browser automation through Browserbase and Stagehand, allowing LL…
|
F 25 5⁄5 | ||||||||
| 16858 |
A server that provides Luma AI's video generation API as the Model Context Prot…
|
F 25 5⁄5 | ||||||||
| 16859 |
Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing fo…
|
F 25 5⁄4 | ||||||||
| 16860 |
Provides a comprehensive interface to a personal knowledge base, including tool…
|
F 25 5⁄5 | ||||||||
| 16861 |
Enables AI clients to interact with the Rootstock (RSK) blockchain through wall…
|
F 25 5⁄5 | ||||||||
| 16862 |
APEX — AI operating system for founders. Join waitlist or request a demo.
|
F 25 5⁄5 | ||||||||
| 16863 |
Provides complete Portuguese invoice management with 60+ specialized tools incl…
|
F 25 5⁄5 | ||||||||
| 16864 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
F 25 5⁄5 | ||||||||
| 16865 |
An MCP server that wraps the TimePRO API, enabling AI assistants to automatical…
|
F 25 5⁄5 | ||||||||
| 16866 |
Enables analysis of YouTube videos using the Gemini API to generate summaries a…
|
F 25 5⁄5 | ||||||||
| 16867 |
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
|
F 25 5⁄4 | ||||||||
| 16868 |
An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and …
|
F 25 5⁄5 | ||||||||
| 16869 |
An MCP service that automates Chrome browser control while bypassing anti-bot d…
|
F 25 5⁄4 | ||||||||
| 16870 |
A Model Context Protocol server for TikTok Ads API integration, enabling AI ass…
|
F 25 5⁄5 | ||||||||
| 16871 |
AI-powered content and image generation server with Google Imagen 3/4 for image…
|
F 25 5⁄5 | ||||||||
| 16872 |
Bridges browser content, developer tools data, and web page interactions with C…
|
F 25 5⁄4 | ||||||||
| 16873 |
MCP server for FastBCP — high-performance parallel database export to files and…
|
F 25 5⁄5 | ||||||||
| 16874 |
Social media analytics toolkit that analyzes profiles, scores engagement, detec…
|
F 25 6⁄6 | ||||||||
| 16875 |
A communication framework that enables multiple AI agents to collaborate throug…
|
F 25 5⁄5 | ||||||||
| 16876 |
Integrates Postman with Cursor IDE to manage collections and requests through n…
|
F 25 5⁄5 | ||||||||
| 16877 |
A Model Context Protocol server that provides search and retrieval capabilities…
|
F 25 6⁄6 | ||||||||
| 16878 |
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent i…
|
F 25 5⁄4 | ||||||||
| 16879 |
Provides tools for browser-driven automation, HTTP API health checks, and visua…
|
F 25 5⁄4 | ||||||||
| 16880 |
MCP server for Dataiku DSS project, flow, and operations APIs.
|
F 25 5⁄4 | ||||||||
| 16881 |
Provides a tool to fetch real-time cryptocurrency prices from the Binance API a…
|
F 25 5⁄5 | ||||||||
| 16882 |
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…
|
F 25 5⁄4 | ||||||||
| 16883 |
Provides AI-powered image analysis and OCR capabilities using the Kolosal Visio…
|
F 25 5⁄5 | ||||||||
| 16884 |
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
|
F 25 5⁄5 | ||||||||
| 16885 |
A Model Context Protocol server that enables AI models to perform function call…
|
F 25 5⁄5 | ||||||||
| 16886 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16887 |
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
|
F 25 5⁄4 | ||||||||
| 16888 |
Enables interaction with DocuSeal instances to manage document templates, creat…
|
F 25 5⁄5 | ||||||||
| 16889 |
Enables extracting data from websites using natural language prompts, allowing …
|
F 25 5⁄5 | ||||||||
| 16890 |
An MCP Server that integrates with Stability AI's API to provide high-quality i…
|
F 25 5⁄5 | ||||||||
| 16891 |
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
|
F 25 5⁄5 | ||||||||
| 16892 |
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
|
F 25 5⁄5 | ||||||||
| 16893 |
Control SwitchBot devices with your AI assistant.
|
F 25 5⁄4 | ||||||||
| 16894 |
Generate PDFs, screenshots, and documents via any MCP-compatible AI agent.
|
F 25 5⁄4 | ||||||||
| 16895 |
An AI router that connects applications to multiple LLM providers (OpenAI, Anth…
|
F 25 5⁄5 | ||||||||
| 16896 |
A Model Context Protocol server that enables Large Language Models like Claude …
|
F 25 5⁄5 | ||||||||
| 16897 |
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
|
F 25 5⁄4 | ||||||||
| 16898 |
MCP server for ChartForge — generate stunning charts and diagrams from natural …
|
F 25 5⁄5 | ||||||||
| 16899 |
Email infrastructure for AI agents. Create inboxes, send/receive email, and sea…
|
F 25 5⁄4 | ||||||||
| 16900 |
Brings context about device inventory, threats, risks and utilization powered b…
|
F 25 5⁄5 | ||||||||