MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 4 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2701 |
Gives Claude a Solana wallet to send USDC, check balances, and manage blockchai…
|
B 77 5⁄4 | ||||||||
| 2702 |
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
|
B 77 5⁄5 | ||||||||
| 2703 |
Enables querying real-time, hourly, weekly, and historical weather data, as wel…
|
B 77 5⁄4 | ||||||||
| 2704 |
Integrates, discovers, manages, and codifies cloud resources with [Firefly](htt…
|
B 77 5⁄5 | ||||||||
| 2705 |
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
|
B 77 5⁄5 | ||||||||
| 2706 |
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
B 77 5⁄4 | ||||||||
| 2707 |
Search and retrieve AI prompts from prompts.chat, the social platform for AI pr…
|
B 77 6⁄6 | ||||||||
| 2708 |
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
|
B 77 5⁄5 | ||||||||
| 2709 |
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
|
B 77 5⁄5 | ||||||||
| 2710 |
Provides access to the Superpowers skills library - expert-crafted workflows an…
|
B 77 5⁄5 | ||||||||
| 2711 |
Provides an interface to Claude's contemplation loop, enabling continuous backg…
|
B 77 5⁄4 | ||||||||
| 2712 |
Enables AI agents to clone entire websites, download files, manage authenticati…
|
B 77 5⁄5 | ||||||||
| 2713 |
This MCP provides comprehensive tools and resources for MSX software developmen…
|
B 77 5⁄5 | ||||||||
| 2714 |
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
|
B 77 5⁄5 | ||||||||
| 2715 |
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
|
B 77 5⁄4 | ||||||||
| 2716 |
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
|
B 77 6⁄6 | ||||||||
| 2717 |
MCP server for persistent context management in AI coding assistants
|
B 77 5⁄4 | ||||||||
| 2718 |
astro-mcp
Claim
Enables AI models to interact with Astro projects by providing runtime informat…
|
B 77 5⁄4 | ||||||||
| 2719 |
OpenAPI MCP Server
Claim
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
|
B 77 5⁄5 | ||||||||
| 2720 |
A simple note-taking MCP server for recording and managing notes with AI models.
|
B 77 5⁄5 | ||||||||
| 2721 |
Model Context Protocol server for file system operations. Supports read, write,…
|
B 77 5⁄4 | ||||||||
| 2722 |
Node.js server implementing Model Context Protocol for secure read-only filesys…
|
B 77 5⁄4 | ||||||||
| 2723 |
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
|
B 77 5⁄5 | ||||||||
| 2724 |
mcp-server-docy
|
B 77 5⁄5 | ||||||||
| 2725 |
|
B 77 5⁄4 | ||||||||
| 2726 |
AI image enhancement (upscaling, denoising, sharpening) via Topaz Labs API. Sup…
|
B 77 5⁄5 | ||||||||
| 2727 |
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
|
B 77 5⁄4 | ||||||||
| 2728 |
Clojars MCP Server for upto date dependency information of Clojure libraries
|
B 77 5⁄5 | ||||||||
| 2729 |
An MCP server that provides comprehensive market intelligence by analyzing data…
|
B 77 5⁄5 | ||||||||
| 2730 |
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
|
B 77 5⁄5 | ||||||||
| 2731 |
mcp-pdf-reader
|
B 77 5⁄4 | ||||||||
| 2732 |
ZenRows MCP server — Universal Scraper API for AI coding assistants
|
B 77 5⁄4 | ||||||||
| 2733 |
이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server
|
B 77 5⁄4 | ||||||||
| 2734 |
A security-hardened MCP server that enables AI models to safely interact with O…
|
B 77 5⁄4 | ||||||||
| 2735 |
A server that provides access to Baidu Cloud Vector Database functionality thro…
|
B 77 5⁄5 | ||||||||
| 2736 |
Enables management of domains and DNS records through the Name.com REST API. Us…
|
B 77 5⁄5 | ||||||||
| 2737 |
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
|
B 77 5⁄5 | ||||||||
| 2738 |
SQLite MCP Server
Claim
Provides comprehensive SQLite database interaction for AI agents, including dat…
|
B 77 5⁄5 | ||||||||
| 2739 |
A comprehensive MCP server that enables AI assistants to search, download, and …
|
B 77 5⁄4 | ||||||||
| 2740 |
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
|
B 77 5⁄4 | ||||||||
| 2741 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 77 5⁄4 | ||||||||
| 2742 |
|
B 77 5⁄5 | ||||||||
| 2743 |
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
|
B 77 5⁄5 | ||||||||
| 2744 |
DuckDB database integration with schema inspection and query capabilities
|
B 77 5⁄4 | ||||||||
| 2745 |
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
|
B 77 5⁄5 | ||||||||
| 2746 |
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
|
B 77 5⁄5 | ||||||||
| 2747 |
Provides intelligent design pattern recommendations using semantic search throu…
|
B 77 5⁄4 | ||||||||
| 2748 |
A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic…
|
B 77 5⁄5 | ||||||||
| 2749 |
Enables AI assistants to interact with Metabase analytics platform, allowing us…
|
B 77 5⁄4 | ||||||||
| 2750 |
Enables secure secrets management through the Doppler CLI via natural language …
|
B 77 5⁄5 | ||||||||