MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16201 |
Enables extracting data from websites using natural language prompts, allowing …
|
F 25 5⁄5 | ||||||||
| 16202 |
Universal deployment tracker for AI assistants with live status badges and depl…
|
F 25 5⁄5 | ||||||||
| 16203 |
A Model Context Protocol server that supports both STDIO and SSE protocols for …
|
F 25 5⁄5 | ||||||||
| 16204 |
An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedr…
|
F 25 5⁄5 | ||||||||
| 16205 |
A comprehensive MCP server aggregating 20+ tools including SEO optimization, do…
|
F 25 5⁄5 | ||||||||
| 16206 |
An authenticated remote MCP server for user-owned devices and one-shot capabili…
|
F 25 6⁄6 | ||||||||
| 16207 |
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
|
F 25 5⁄5 | ||||||||
| 16208 |
A modular external attack surface mapping tool integrating tools for automated …
|
F 25 5⁄4 | ||||||||
| 16209 |
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
|
F 25 5⁄5 | ||||||||
| 16210 |
An optimized Model Context Protocol server for document OCR processing using Mi…
|
F 25 5⁄5 | ||||||||
| 16211 |
Enables interaction with self-hosted OpenProject instances through the MCP prot…
|
F 25 5⁄5 | ||||||||
| 16212 |
Enables AI assistants to interact with the Hertz car rental service through hea…
|
F 25 5⁄5 | ||||||||
| 16213 |
An MCP server that enables AI assistants to search for alcohol products, manage…
|
F 25 5⁄4 | ||||||||
| 16214 |
A server that provides web scraping and intelligent content searching capabilit…
|
F 25 6⁄6 | ||||||||
| 16215 |
A server based on Model Context Protocol (MCP) that provides query and search f…
|
F 25 6⁄6 | ||||||||
| 16216 |
A TypeScript starter template for building MCP servers with example tools (echo…
|
F 25 5⁄4 | ||||||||
| 16217 |
A TypeScript implementation of the Model Context Protocol server that enables c…
|
F 25 5⁄5 | ||||||||
| 16218 |
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
|
F 25 5⁄5 | ||||||||
| 16219 |
MCP server that allocates Google Colab GPU runtimes (T4/L4) and executes Python…
|
F 25 5⁄4 | ||||||||
| 16220 |
A Chinese Bing search tool based on MCP protocol, which supports calling throug…
|
F 25 6⁄6 | ||||||||
| 16221 |
Context window optimization for AI coding agents. Sandboxes tool output, 98% re…
|
F 25 5⁄4 | ||||||||
| 16222 |
🤖 A Model Context Protocol (MCP) library for use with Agentic chat bots
|
F 25 6⁄6 | ||||||||
| 16223 |
MCP server for NanoBanana AI image generation and editing
|
F 25 6⁄6 | ||||||||
| 16224 |
AI trend collect service
|
F 25 5⁄4 | ||||||||
| 16225 |
🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilitie…
|
F 25 5⁄4 | ||||||||
| 16226 |
AI agents hallucinate package names. need gives them a verified index of 10,000…
|
F 25 6⁄6 | ||||||||
| 16227 |
MCP server for ByteDance Seedance AI video generation
|
F 25 5⁄5 | ||||||||
| 16228 |
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
|
F 25 5⁄5 | ||||||||
| 16229 |
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
|
F 25 6⁄6 | ||||||||
| 16230 |
Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, ar…
|
F 25 5⁄5 | ||||||||
| 16231 |
Enables AI models to search the web for current information before generating r…
|
F 25 5⁄5 | ||||||||
| 16232 |
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
|
F 25 5⁄5 | ||||||||
| 16233 |
MCP server for OpenAI Sora AI video generation
|
F 25 5⁄5 | ||||||||
| 16234 |
MCP server for ByteDance Seedream AI image generation
|
F 25 5⁄5 | ||||||||
| 16235 |
A Model Context Protocol server that provides access to Snowflake databases for…
|
F 25 5⁄5 | ||||||||
| 16236 |
A demonstration server that showcases how to collect user input dynamically usi…
|
F 25 5⁄5 | ||||||||
| 16237 |
Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, P…
|
F 25 6⁄6 | ||||||||
| 16238 |
A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…
|
F 25 5⁄5 | ||||||||
| 16239 |
MCP Server for automated conversational phone calls using Asterisk with Speech-…
|
F 25 5⁄5 | ||||||||
| 16240 |
A Model Context Protocol server that provides a scalable backend solution for e…
|
F 25 5⁄5 | ||||||||
| 16241 |
This MCP server implements VariousPolicies according to CSA BOD 25-01 requireme…
|
F 25 5⁄5 | ||||||||
| 16242 |
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…
|
F 25 5⁄4 | ||||||||
| 16243 |
A companion MCP server for writing applications on Reddit's developer platform …
|
F 25 5⁄5 | ||||||||
| 16244 |
Enables medical symptom guidance and disease consultation through the Zydsoft A…
|
F 25 5⁄5 | ||||||||
| 16245 |
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
|
F 25 5⁄4 | ||||||||
| 16246 |
Control monitor brightness, contrast, power and input via DDC/CI with MCP and M…
|
F 25 5⁄4 | ||||||||
| 16247 |
A tool that enables automated browser control using Pyppeteer within the MCP fr…
|
F 25 5⁄5 | ||||||||
| 16248 |
An AI-optimized Model Context Protocol server for querying Malaysian consumer g…
|
F 25 5⁄5 | ||||||||
| 16249 |
Local MCP server for generating image assets with Google Gemini (Nano Banana 2 …
|
F 25 5⁄4 | ||||||||
| 16250 |
Search web using baidu with AI.
|
F 25 5⁄5 | ||||||||