MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4651 |
Document beautifier for AI agents. Converts Markdown to styled webpages (with s…
|
B 74 5⁄4 | ||||||||
| 4652 |
|
B 74 5⁄5 | ||||||||
| 4653 |
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
|
B 74 5⁄5 | ||||||||
| 4654 |
Provides AI agents with professional coding standards, development best practic…
|
B 74 5⁄4 | ||||||||
| 4655 |
Enables users to generate high-quality images using ModelScope's Qwen-Image mod…
|
B 74 5⁄5 | ||||||||
| 4656 |
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
|
B 74 5⁄5 | ||||||||
| 4657 |
Enables AI agents to search for YouTube videos and play them in the default bro…
|
B 74 5⁄5 | ||||||||
| 4658 |
xhs-mcp
Claim
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote)…
|
B 74 5⁄4 | ||||||||
| 4659 |
18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScrip…
|
B 74 5⁄5 | ||||||||
| 4660 |
Magnetics SME MCP Server
Claim
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
|
B 74 5⁄5 | ||||||||
| 4661 |
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
|
B 74 5⁄5 | ||||||||
| 4662 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 74 5⁄5 | ||||||||
| 4663 |
A Model Context Protocol server that empowers AI agents with metacognitive moni…
|
B 74 5⁄5 | ||||||||
| 4664 |
Enables AI-powered translation of Django gettext .po files while intelligently …
|
B 74 5⁄4 | ||||||||
| 4665 |
Provides comprehensive tools for TailwindCSS development including utility clas…
|
B 74 5⁄5 | ||||||||
| 4666 |
Provides LLM access to the Event Monitoring System (EMS) API for comprehensive …
|
B 74 5⁄5 | ||||||||
| 4667 |
An MCP server to Manage Google Tasks
|
B 74 5⁄5 | ||||||||
| 4668 |
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
|
B 74 5⁄5 | ||||||||
| 4669 |
Enables processing documents larger than LLM context windows using symbolic com…
|
B 74 5⁄4 | ||||||||
| 4670 |
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
|
B 74 5⁄5 | ||||||||
| 4671 |
Provides access to pdfdancer documentation through search and content retrieval…
|
B 74 5⁄5 | ||||||||
| 4672 |
MITRE ATT&CK
Claim
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
|
B 74 5⁄4 | ||||||||
| 4673 |
Enables AI agents to create, modify, and deploy web projects through the AICre8…
|
B 74 5⁄5 | ||||||||
| 4674 |
MCP2Browser
Claim
Provides browser automation capabilities through HTTP, allowing AI assistants t…
|
B 74 5⁄4 | ||||||||
| 4675 |
A TypeScript-based bridge between AI models and Android device functionality, e…
|
B 74 5⁄5 | ||||||||
| 4676 |
Enables comprehensive software lifecycle management with structured tracking of…
|
B 74 5⁄4 | ||||||||
| 4677 |
A TypeScript template for building Model Context Protocol (MCP) servers that en…
|
B 74 5⁄4 | ||||||||
| 4678 |
Enables AI assistants to access the Open Food Facts database to query detailed …
|
B 74 5⁄5 | ||||||||
| 4679 |
DF-MCP
Claim
DreamFactory MCP Server enables AI assistants like Claude to directly query you…
|
B 74 5⁄5 | ||||||||
| 4680 |
Provides access to Google's Gemini API for multi-turn conversations and image g…
|
B 74 5⁄5 | ||||||||
| 4681 |
Integrates the OpenWeather API with Claude to provide real-time weather updates…
|
B 74 5⁄5 | ||||||||
| 4682 |
Database-driven FP enforcement and project management for AI-maintained codebas…
|
B 74 5⁄4 | ||||||||
| 4683 |
alcove
Claim
MCP server that gives AI coding agents on-demand access to private project docs…
|
B 74 5⁄4 | ||||||||
| 4684 |
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
|
B 74 5⁄4 | ||||||||
| 4685 |
Async MCP server for running long-running AI tasks with real-time progress moni…
|
B 74 5⁄5 | ||||||||
| 4686 |
An MCP server implementation that enables interaction with the Letta API for ma…
|
B 74 5⁄5 | ||||||||
| 4687 |
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
|
B 74 5⁄5 | ||||||||
| 4688 |
MCP server for Autodesk Maya
|
B 74 5⁄4 | ||||||||
| 4689 |
Enables AI assistants to create and manipulate Microsoft Word documents program…
|
B 74 5⁄4 | ||||||||
| 4690 |
A Model Context Protocol server enabling AI assistants to scrape web content wi…
|
B 74 5⁄5 | ||||||||
| 4691 |
Provides comprehensive access to GitHub repositories, issues, pull requests, co…
|
B 74 5⁄5 | ||||||||
| 4692 |
MCP server + command line tool that allows agents to see & control long-running…
|
B 74 5⁄4 | ||||||||
| 4693 |
Enables control and monitoring of Nav2 navigation operations, including navigat…
|
B 74 5⁄4 | ||||||||
| 4694 |
lastsaas
Claim
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, …
|
B 74 5⁄4 | ||||||||
| 4695 |
An MCP server that integrates Shaka Packager with Claude AI applications, enabl…
|
B 74 5⁄5 | ||||||||
| 4696 |
Facilitates knowledge graph representation with semantic search using Qdrant, s…
|
B 74 5⁄5 | ||||||||
| 4697 |
Enables enterprise-level integration with Jira's REST API for AI assistants to …
|
B 74 5⁄5 | ||||||||
| 4698 |
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene cre…
|
B 74 5⁄4 | ||||||||
| 4699 |
Todoist MCP Server
Claim
Enables task and project management in Todoist through natural language, suppor…
|
B 74 5⁄5 | ||||||||
| 4700 |
Enables interaction with Sonarr and Radarr APIs to query media libraries, check…
|
B 74 5⁄5 | ||||||||