MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16701 |
This server enables users to download entire websites and their assets for offl…
|
F 25 5⁄4 | ||||||||
| 16702 |
MCP server for the XRP Ledger that provides access to account information, tran…
|
F 25 5⁄5 | ||||||||
| 16703 |
AI-powered startup due diligence. Screen any startup across 7 IMPACT-X dimensio…
|
F 25 5⁄4 | ||||||||
| 16704 |
Provides SMTP integration for sending HTML emails and specialized prompts for i…
|
F 25 5⁄5 | ||||||||
| 16705 |
Command line interface with secure execution and customizable security policies
|
F 25 5⁄4 | ||||||||
| 16706 |
Enables AI assistants to maintain persistent SSH terminal sessions and transfer…
|
F 25 5⁄4 | ||||||||
| 16707 |
Your AI finds the right people for you. Agent-to-agent professional networking.
|
F 25 5⁄5 | ||||||||
| 16708 |
Access book collections, reading lists, and bookshelf recognition from AI assis…
|
F 25 5⁄5 | ||||||||
| 16709 |
A containerized server that enables AI clients to perform automated network pac…
|
F 25 5⁄5 | ||||||||
| 16710 |
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
|
F 25 5⁄4 | ||||||||
| 16711 |
A Model Context Protocol server that allows AI assistants to connect to and man…
|
F 25 5⁄5 | ||||||||
| 16712 |
Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…
|
F 25 5⁄4 | ||||||||
| 16713 |
Generates sequence diagram images from Mermaid syntax or natural language descr…
|
F 25 5⁄4 | ||||||||
| 16714 |
Leverage AI-driven observability, security, and automation to analyze anomalies…
|
F 25 5⁄5 | ||||||||
| 16715 |
|
F 25 5⁄4 | ||||||||
| 16716 |
Give your AI agents persistent memory.
|
F 25 5⁄4 | ||||||||
| 16717 |
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
|
F 25 6⁄6 | ||||||||
| 16718 |
An MCP server for Apify's open-source RAG Web Browser Actor to perform web sear…
|
F 25 5⁄5 | ||||||||
| 16719 |
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
|
F 25 5⁄5 | ||||||||
| 16720 |
Integrates Volcengine's Ark API to provide image and video generation and editi…
|
F 25 5⁄4 | ||||||||
| 16721 |
A TypeScript-based Model Context Protocol server that enables Claude Desktop to…
|
F 25 5⁄4 | ||||||||
| 16722 |
Enables asynchronous transcription of long audio and video files using Deepgram…
|
F 25 5⁄5 | ||||||||
| 16723 |
A server for hosting Model Context Protocol (MCP) tools on Cloudflare Workers w…
|
F 25 5⁄5 | ||||||||
| 16724 |
Indexes GraphQL schemas using embeddings to enable semantic search of types and…
|
F 25 5⁄5 | ||||||||
| 16725 |
Enables secure cloud-based execution of code across 14+ programming languages w…
|
F 25 5⁄5 | ||||||||
| 16726 |
Enables viewing and browsing Notion page content through a web interface with m…
|
F 25 5⁄5 | ||||||||
| 16727 |
Implements the Chain of Draft reasoning approach to generate minimalistic inter…
|
F 25 5⁄5 | ||||||||
| 16728 |
Persistent memory and human approval for any AI agent.
Give your AI agents the…
|
F 25 5⁄5 | ||||||||
| 16729 |
Provides MCP (Model Control Protocol) tools for accessing and interacting with …
|
F 25 5⁄5 | ||||||||
| 16730 |
An MCP server that provides interactive visualizations including tables, charts…
|
F 25 5⁄4 | ||||||||
| 16731 |
Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing fo…
|
F 25 5⁄4 | ||||||||
| 16732 |
Enhances the MCP memory server by implementing PouchDB for robust document stor…
|
F 25 5⁄4 | ||||||||
| 16733 |
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
|
F 25 5⁄5 | ||||||||
| 16734 |
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
|
F 25 5⁄5 | ||||||||
| 16735 |
Enables searching for job opportunities across multiple platforms like Upwork, …
|
F 25 5⁄5 | ||||||||
| 16736 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16737 |
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
|
F 25 6⁄4 | ||||||||
| 16738 |
Enables interaction with MongoDB databases through MCP protocol. Provides conta…
|
F 25 5⁄5 | ||||||||
| 16739 |
Provides IMAP and SMTP capabilities, enabling developers to manage email servic…
|
F 25 5⁄4 | ||||||||
| 16740 |
Provides comprehensive integration with Microsoft Outlook for managing emails, …
|
F 25 5⁄5 | ||||||||
| 16741 |
Enables AI assistants to perform NCBI BLAST sequence similarity searches throug…
|
F 25 6⁄6 | ||||||||
| 16742 |
A lightweight bridge server that connects WeChat Reading (WeRead) data with Cla…
|
F 25 5⁄5 | ||||||||
| 16743 |
A unified MCP server providing observability, safety control, and behavior evol…
|
F 25 5⁄5 | ||||||||
| 16744 |
Enables the creation and management of local business websites through MCP-comp…
|
F 25 5⁄5 | ||||||||
| 16745 |
Project memory for AI coding sessions. Auto-captures checkpoints on git commits…
|
F 25 5⁄4 | ||||||||
| 16746 |
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
|
F 25 5⁄5 | ||||||||
| 16747 |
A powerful MCP server that enables AI assistants to interact with Microsoft Gra…
|
F 25 5⁄5 | ||||||||
| 16748 |
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
|
F 25 5⁄5 | ||||||||
| 16749 |
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
|
F 25 5⁄5 | ||||||||
| 16750 |
Fetch and process content from specified URLs using the Oxylabs Web Scraper API.
|
F 25 6⁄6 | ||||||||