MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16751 |
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
|
F 25 5⁄4 | ||||||||
| 16752 |
Kiln MCP server for agents: design, slice, print, monitor, and recover physical…
|
F 25 5⁄4 | ||||||||
| 16753 |
Enables managing ChipsBot chatbots, conversations, documents, RAG configuration…
|
F 25 6⁄6 | ||||||||
| 16754 |
Enables safe interaction with MySQL databases through SELECT queries, table str…
|
F 25 5⁄5 | ||||||||
| 16755 |
Inter-agent communication for multi-agent Claude Code workflows.
|
F 25 6⁄6 | ||||||||
| 16756 |
A server that integrates with Cursor IDE to provide code review functionality f…
|
F 25 5⁄4 | ||||||||
| 16757 |
A remote Model Context Protocol server that retrieves and cleans Microsoft Team…
|
F 25 5⁄5 | ||||||||
| 16758 |
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
|
F 25 5⁄5 | ||||||||
| 16759 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16760 |
Enables AI assistants to interact with PostgreSQL databases by executing SQL qu…
|
F 25 5⁄4 | ||||||||
| 16761 |
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
|
F 25 5⁄5 | ||||||||
| 16762 |
Base Network integration for onchain tools, allowing interaction with Base Netw…
|
F 25 5⁄5 | ||||||||
| 16763 |
Production MCP server giving AI agents metered access to live Hedera blockchain…
|
F 25 5⁄5 | ||||||||
| 16764 |
A Message Control Protocol server that integrates with Slack to provide channel…
|
F 25 5⁄4 | ||||||||
| 16765 |
Enables AI-powered competitor monitoring and daily schedule optimization by int…
|
F 25 5⁄5 | ||||||||
| 16766 |
This server allows integration with Discord, enabling message exchanges between…
|
F 25 5⁄4 | ||||||||
| 16767 |
Enables the creation and management of local business websites through MCP-comp…
|
F 25 5⁄5 | ||||||||
| 16768 |
Enables interaction with Douban content including searching and reviewing books…
|
F 25 5⁄5 | ||||||||
| 16769 |
A Model Context Protocol server that enables users to query, retrieve details, …
|
F 25 5⁄5 | ||||||||
| 16770 |
Provides AI-powered image analysis and OCR capabilities using the Kolosal Visio…
|
F 25 5⁄5 | ||||||||
| 16771 |
MEGA cloud storage CLI MCP server
|
F 25 5⁄5 | ||||||||
| 16772 |
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MC…
|
F 25 5⁄5 | ||||||||
| 16773 |
Workspace-aware prompt engineering. Refines, analyzes and generates prompts bas…
|
F 25 5⁄5 | ||||||||
| 16774 |
AI-powered web search server using Perplexity Sonar models with source citation…
|
F 25 5⁄5 | ||||||||
| 16775 |
This MCP server implements VariousPolicies according to CSA BOD 25-01 requireme…
|
F 25 5⁄5 | ||||||||
| 16776 |
Converts PlantUML snippets into shareable diagrams with support for capability …
|
F 25 5⁄5 | ||||||||
| 16777 |
Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowi…
|
F 25 5⁄5 | ||||||||
| 16778 |
Enables AI agents to control and automate browser actions through an MCP server…
|
F 25 5⁄5 | ||||||||
| 16779 |
Persistent memory and payment safety for AI agents on Lightning. Enables agents…
|
F 25 6⁄6 | ||||||||
| 16780 |
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
|
F 25 5⁄5 | ||||||||
| 16781 |
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
|
F 25 5⁄5 | ||||||||
| 16782 |
A Model Context Protocol server that enables Claude Desktop integration with AA…
|
F 25 5⁄5 | ||||||||
| 16783 |
Enables interaction with the Chrome Fair Trade platform to manage trading deals…
|
F 25 5⁄5 | ||||||||
| 16784 |
Create high-quality images and videos fast from text or reference images. Perso…
|
F 25 6⁄6 | ||||||||
| 16785 |
The MCP server provides an interface to the Datadog API, enabling seamless mana…
|
F 25 5⁄5 | ||||||||
| 16786 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16787 |
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
|
F 25 5⁄5 | ||||||||
| 16788 |
Manages sports video metadata with CRUD operations for game information, teams,…
|
F 25 5⁄5 | ||||||||
| 16789 |
Provides screenshot and OCR capabilities for macOS.
|
F 25 5⁄4 | ||||||||
| 16790 |
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
|
F 25 5⁄5 | ||||||||
| 16791 |
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
|
F 25 5⁄5 | ||||||||
| 16792 |
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private De…
|
F 25 5⁄5 | ||||||||
| 16793 |
Enables users to manage their Xfinity ISP accounts through automated browser se…
|
F 25 5⁄5 | ||||||||
| 16794 |
An MCP server that connects to the Paper WebSocket API for managing canvas node…
|
F 25 5⁄5 | ||||||||
| 16795 |
Production engineering standards for AI coding assistants. Setup once, remove w…
|
F 25 5⁄5 | ||||||||
| 16796 |
Enables integration with Azure DevOps services, allowing interaction with work …
|
F 25 5⁄5 | ||||||||
| 16797 |
A FastMCP-based telnet client that enables AI agents to interact with legacy Bu…
|
F 25 5⁄5 | ||||||||
| 16798 |
Generates sequence diagram images from Mermaid syntax or natural language descr…
|
F 25 5⁄4 | ||||||||
| 16799 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16800 |
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered …
|
F 25 5⁄4 | ||||||||