MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16451 |
Enables secure interaction with Salesforce orgs through LLMs, providing tools f…
|
F 25 5⁄4 | ||||||||
| 16452 |
This server implements the Model Context Protocol for seamless interaction with…
|
F 25 5⁄4 | ||||||||
| 16453 |
Kiln MCP server for agents: design, slice, print, monitor, and recover physical…
|
F 25 5⁄4 | ||||||||
| 16454 |
Build autonomous AI agents in Python.
|
F 25 5⁄4 | ||||||||
| 16455 |
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
|
F 25 5⁄5 | ||||||||
| 16456 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||
| 16457 |
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
|
F 25 5⁄5 | ||||||||
| 16458 |
Enables Claude to search for available meeting rooms, check reservation status,…
|
F 25 5⁄4 | ||||||||
| 16459 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16460 |
Connects Claude with Spotify, allowing users to control playback, search for mu…
|
F 25 5⁄4 | ||||||||
| 16461 |
Unified GPU inference API with 30 AI services (LLM, image gen, video, TTS, whis…
|
F 25 6⁄6 | ||||||||
| 16462 |
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
|
F 25 5⁄5 | ||||||||
| 16463 |
An MCP server for intelligent logo extraction and processing, supporting automa…
|
F 25 6⁄6 | ||||||||
| 16464 |
An encrypted and secure random number generation server that complies with the …
|
F 25 6⁄6 | ||||||||
| 16465 |
A MCP server that supports AI assistants to read and analyze PDF files, providi…
|
F 25 6⁄6 | ||||||||
| 16466 |
Provides complete Portuguese invoice management with 60+ specialized tools incl…
|
F 25 5⁄5 | ||||||||
| 16467 |
Brings context about device inventory, threats, risks and utilization powered b…
|
F 25 5⁄5 | ||||||||
| 16468 |
ClickHouse database integration with schema inspection and query capabilities
|
F 25 5⁄5 | ||||||||
| 16469 |
Exposes over 19,000 Apify Actors as MCP tools for web scraping, data extraction…
|
F 25 5⁄5 | ||||||||
| 16470 |
This repository demonstrates how to use AutoGen to integrate local and remote M…
|
F 25 5⁄5 | ||||||||
| 16471 |
Instant access to electronic component datasheets for AI agents — specs, pinout…
|
F 25 6⁄6 | ||||||||
| 16472 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16473 |
An MCP server that provides interactive visualizations including tables, charts…
|
F 25 5⁄4 | ||||||||
| 16474 |
Enables asynchronous transcription of long audio and video files using Deepgram…
|
F 25 5⁄5 | ||||||||
| 16475 |
This server allows integration with Discord, enabling message exchanges between…
|
F 25 5⁄4 | ||||||||
| 16476 |
🚀 Universal SDK for building next-gen MCP servers
|
F 25 5⁄4 | ||||||||
| 16477 |
A Model Context Protocol (MCP) server for interacting with Nautobot APIs using …
|
F 25 6⁄4 | ||||||||
| 16478 |
The MCP server offers the function of extracting images from local files and ur…
|
F 25 5⁄5 | ||||||||
| 16479 |
A comprehensive MySQL interface for the Model Context Protocol that enables dat…
|
F 25 5⁄5 | ||||||||
| 16480 |
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
|
F 25 5⁄5 | ||||||||
| 16481 |
Bridge between MCP clients and remote APIs.
|
F 25 5⁄4 | ||||||||
| 16482 |
Model Context Protocol server that enables AI assistants to perform keyword res…
|
F 25 5⁄4 | ||||||||
| 16483 |
A Model Context Protocol server that enables AI agents to create fully mixed an…
|
F 25 5⁄4 | ||||||||
| 16484 |
The MCP server that keeps you informed by sending the notification on phone usi…
|
F 25 5⁄4 | ||||||||
| 16485 |
An MCP server that fetches real-time documentation for popular libraries like L…
|
F 25 5⁄5 | ||||||||
| 16486 |
A self-hosted MCP gateway that aggregates multiple servers into a single endpoi…
|
F 25 5⁄5 | ||||||||
| 16487 |
A Model Control Protocol server that provides web search capabilities and simil…
|
F 25 5⁄5 | ||||||||
| 16488 |
A Model Context Protocol server that provides tools for interacting with Gmail …
|
F 25 5⁄5 | ||||||||
| 16489 |
MCP server for Flux AI image generation
|
F 25 5⁄5 | ||||||||
| 16490 |
A Model Context Protocol server that enables Claude to interact with Telegram c…
|
F 25 5⁄5 | ||||||||
| 16491 |
Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…
|
F 25 5⁄5 | ||||||||
| 16492 |
Enables users to interact with the Sigma Computing API to analyze documents and…
|
F 25 5⁄5 | ||||||||
| 16493 |
Search Apollo docs, specs, and best practices
|
F 25 5⁄4 | ||||||||
| 16494 |
A Model Context Protocol server that enables automated end-to-end testing with …
|
F 25 5⁄4 | ||||||||
| 16495 |
An MCP server that autonomously evaluates web applications.
|
F 25 5⁄5 | ||||||||
| 16496 |
A MCP Server that will download any webpage as markdown in an instant. Download…
|
F 25 5⁄4 | ||||||||
| 16497 |
🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilitie…
|
F 25 5⁄4 | ||||||||
| 16498 |
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
|
F 25 5⁄4 | ||||||||
| 16499 |
The Mind Palace for AI Agents - local-first MCP server with persistent memory, …
|
F 25 5⁄5 | ||||||||
| 16500 |
An MCP server that transforms SKILL.md files into executable tools for AI agent…
|
F 25 5⁄5 | ||||||||