MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16701 |
Create high-quality images and videos fast from text or reference images. Perso…
|
F 25 6⁄6 | ||||||||
| 16702 |
A template for deploying custom MCP servers on Cloudflare Workers without authe…
|
F 25 5⁄5 | ||||||||
| 16703 |
Aggregates multiple MCP servers into one unified server.
|
F 25 5⁄5 | ||||||||
| 16704 |
Enables searching and retrieving Knowledge Base articles from the Broadcom Supp…
|
F 25 5⁄5 | ||||||||
| 16705 |
An MCP server that enables LLMs to interact with Moodle platforms to manage cou…
|
F 25 5⁄5 | ||||||||
| 16706 |
The MCP server provides an interface to the Datadog API, enabling seamless mana…
|
F 25 5⁄5 | ||||||||
| 16707 |
Publish content to the web by emailing POST@abovo.co. No API key, no signup. SM…
|
F 25 6⁄6 | ||||||||
| 16708 |
A Model Context Protocol server that enables AI models to perform function call…
|
F 25 5⁄5 | ||||||||
| 16709 |
AI workout coach MCP server for Arvo. Access training data, workout history, pe…
|
F 25 5⁄5 | ||||||||
| 16710 |
Provides programmatic access to OpenCollective and Hetzner Cloud to automate bo…
|
F 25 5⁄5 | ||||||||
| 16711 |
Command line interface with secure execution and customizable security policies
|
F 25 5⁄4 | ||||||||
| 16712 |
MCP Server for AI automation of the PlayCanvas Editor
|
F 25 5⁄5 | ||||||||
| 16713 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16714 |
Connect AI assistants to Manticore Search. Execute SQL queries, list tables, ge…
|
F 25 5⁄4 | ||||||||
| 16715 |
Enables LLMs to access candidate information including resume, LinkedIn, GitHub…
|
F 25 5⁄4 | ||||||||
| 16716 |
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
|
F 25 5⁄5 | ||||||||
| 16717 |
A MCP server that provides gene set enrichment analysis using the Enrichr API
|
F 25 5⁄5 | ||||||||
| 16718 |
An MCP server that wraps the TimePRO API, enabling AI assistants to automatical…
|
F 25 5⁄5 | ||||||||
| 16719 |
A comprehensive framework for building and deploying commercial MCP servers wit…
|
F 25 5⁄5 | ||||||||
| 16720 |
Enables AI assistants to interact with the Hertz car rental service through hea…
|
F 25 5⁄5 | ||||||||
| 16721 |
An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, G…
|
F 25 5⁄4 | ||||||||
| 16722 |
Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…
|
F 25 5⁄5 | ||||||||
| 16723 |
AI code impact analysis MCP server that monitors file changes, maps dependency …
|
F 25 5⁄4 | ||||||||
| 16724 |
A streamlined Model Context Protocol server that enables AI models to perform s…
|
F 25 5⁄5 | ||||||||
| 16725 |
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
|
F 25 5⁄4 | ||||||||
| 16726 |
Provides a suite of 17 tools for searching, reading, sending, and managing Gmai…
|
F 25 5⁄5 | ||||||||
| 16727 |
A customizable Model Context Protocol server implementation that enables AI mod…
|
F 25 5⁄4 | ||||||||
| 16728 |
Provides image generation capabilities for Claude using the Replicate Flux mode…
|
F 25 5⁄5 | ||||||||
| 16729 |
Enables AI assistants to interact with Rollbar error tracking and monitoring se…
|
F 25 5⁄5 | ||||||||
| 16730 |
Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API throug…
|
F 25 5⁄5 | ||||||||
| 16731 |
Manage Gmail end-to-end: search, read, send, draft, label, and organize threads…
|
F 25 6⁄6 | ||||||||
| 16732 |
TDolphinDB database integration with schema inspection and query capabilities
|
F 25 5⁄5 | ||||||||
| 16733 |
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions…
|
F 25 5⁄4 | ||||||||
| 16734 |
An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMO…
|
F 25 6⁄4 | ||||||||
| 16735 |
Enables trading automation through Zerodha Kite Connect API, allowing users to …
|
F 25 5⁄5 | ||||||||
| 16736 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16737 |
AI image generation & editing MCP server with 1,500+ curated prompt library, sm…
|
F 25 5⁄5 | ||||||||
| 16738 |
An MCP server and Telegram bot that enables natural language management of WooC…
|
F 25 5⁄4 | ||||||||
| 16739 |
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 | ||||||||
| 16740 |
A server that provides access to Google Gemini AI capabilities including text g…
|
F 25 5⁄5 | ||||||||
| 16741 |
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
|
F 25 5⁄5 | ||||||||
| 16742 |
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git…
|
F 25 6⁄6 | ||||||||
| 16743 |
Production MCP server giving AI agents metered access to live Hedera blockchain…
|
F 25 5⁄5 | ||||||||
| 16744 |
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
|
F 25 5⁄5 | ||||||||
| 16745 |
A comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enab…
|
F 25 5⁄5 | ||||||||
| 16746 |
Enables interaction with self-hosted OpenProject instances through the MCP prot…
|
F 25 5⁄5 | ||||||||
| 16747 |
A Model Context Protocol server that enables Claude Desktop integration with AA…
|
F 25 5⁄5 | ||||||||
| 16748 |
An intelligent 3D printing assistant that enables users to analyze meshes, gene…
|
F 25 5⁄5 | ||||||||
| 16749 |
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
|
F 25 5⁄5 | ||||||||
| 16750 |
A dynamic MCP server implementation that automatically loads tools, resources, …
|
F 25 5⁄5 | ||||||||