MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 5 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2851 |
Creates and manages encoded messages using zero-width characters and advanced U…
|
B 77 5⁄4 | ||||||||
| 2852 |
Local encrypted vault for API keys. LLMs never see your real keys — the server …
|
B 77 4⁄4 | ||||||||
| 2853 |
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more …
|
B 77 5⁄4 | ||||||||
| 2854 |
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
|
B 77 5⁄5 | ||||||||
| 2855 |
An MCP server that indexes WordPress hooks, filters, block registrations, and J…
|
B 77 5⁄4 | ||||||||
| 2856 |
Self-hosted MCP server for browser automation using Puppeteer, with tools for n…
|
B 77 5⁄4 | ||||||||
| 2857 |
Enables AI assistants to search and explore the Typst Universe package registry…
|
B 77 5⁄5 | ||||||||
| 2858 |
Enables LLM agents to perform complete database operations on SQLite databases,…
|
B 77 5⁄5 | ||||||||
| 2859 |
Provides access to JW.org content including Christian Life and Ministry workboo…
|
B 77 5⁄5 | ||||||||
| 2860 |
Converts natural language queries into valid GraphQL queries and executes them …
|
B 77 5⁄5 | ||||||||
| 2861 |
Dynamically load Claude Code skills into AI agents without copying files. Disco…
|
B 77 5⁄4 | ||||||||
| 2862 |
DB MCP (HR CSV → SQLite)
Claim
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
|
B 77 5⁄4 | ||||||||
| 2863 |
A Model Context Protocol (MCP) server implementation that integrates with Unlea…
|
B 77 5⁄5 | ||||||||
| 2864 |
A temporal knowledge graph system that enables users to record and query archit…
|
B 77 5⁄5 | ||||||||
| 2865 |
An MCP server for interacting with the Favro project management platform. It en…
|
B 77 5⁄5 | ||||||||
| 2866 |
Persistent memory for AI coding assistants with hybrid search (FTS5 + vector em…
|
B 77 5⁄4 | ||||||||
| 2867 |
mcp-4o-Image-Generator
|
B 77 5⁄5 | ||||||||
| 2868 |
Enables interaction with the European Environment Agency (EEA) GeoNetwork Catal…
|
B 77 5⁄5 | ||||||||
| 2869 |
Enables AI assistants to analyze Blender 3D models for topology issues like n-g…
|
B 77 5⁄4 | ||||||||
| 2870 |
Provides Claude with access to Shodan for IP address lookups, service discovery…
|
B 77 5⁄5 | ||||||||
| 2871 |
UI Preset MCP Server
Claim
Enables auto-configuration and validation of React components against a glassmo…
|
B 77 5⁄4 | ||||||||
| 2872 |
Enables Excel file manipulation through Microsoft's official COM automation int…
|
B 77 5⁄5 | ||||||||
| 2873 |
Provides AI assistants with access to 30+ validated financial independence calc…
|
B 77 5⁄5 | ||||||||
| 2874 |
A simple note-taking MCP server for recording and managing notes with AI models.
|
B 77 5⁄5 | ||||||||
| 2875 |
Korean news aggregator - Naver, Google News, Daum trends in real-time
|
B 77 6⁄6 | ||||||||
| 2876 |
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
|
B 77 5⁄5 | ||||||||
| 2877 |
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
|
B 77 5⁄4 | ||||||||
| 2878 |
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
|
B 77 5⁄5 | ||||||||
| 2879 |
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
|
B 77 5⁄5 | ||||||||
| 2880 |
Model Context Protocol server for file system operations. Supports read, write,…
|
B 77 5⁄4 | ||||||||
| 2881 |
Provides clipboard-style operations for AI coding agents to cut, copy, paste, a…
|
B 77 5⁄5 | ||||||||
| 2882 |
Provides a standardized interface for AI assistants to interact with Obsidian v…
|
B 77 5⁄4 | ||||||||
| 2883 |
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
|
B 77 5⁄5 | ||||||||
| 2884 |
Lspace MCP Server
Claim
An open-source server implementing the Model Context Protocol (MCP) that enable…
|
B 77 5⁄5 | ||||||||
| 2885 |
Provides retrieval of WeChat Work and Feishu developer documentation, enabling …
|
B 77 5⁄5 | ||||||||
| 2886 |
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
|
B 77 5⁄5 | ||||||||
| 2887 |
Enables secure secrets management through the Doppler CLI via natural language …
|
B 77 5⁄5 | ||||||||
| 2888 |
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
|
B 77 5⁄4 | ||||||||
| 2889 |
Provides comprehensive gambling licensing information, fee calculations, compli…
|
B 77 5⁄4 | ||||||||
| 2890 |
Provides comprehensive telemetry and usage analytics for Claude Code sessions, …
|
B 77 5⁄4 | ||||||||
| 2891 |
SQLite MCP Server
Claim
Provides comprehensive SQLite database interaction for AI agents, including dat…
|
B 77 5⁄5 | ||||||||
| 2892 |
Enables AI assistants to automate iOS Simulator interactions including device m…
|
B 77 5⁄4 | ||||||||
| 2893 |
A security scanner for AI coding agents and autonomous assistants that scans co…
|
B 77 5⁄4 | ||||||||
| 2894 |
This server enables Claude to directly interact with SQLite, SQL Server, Postgr…
|
B 77 5⁄4 | ||||||||
| 2895 |
Enables interaction with Google Analytics 4 to manage accounts, run standard or…
|
B 77 5⁄5 | ||||||||
| 2896 |
Enables AI agents to create, validate, and manage buildingSMART IDS (Informatio…
|
B 77 5⁄4 | ||||||||
| 2897 |
Enables AI agents to read and understand local Mendix project structure and log…
|
B 77 5⁄4 | ||||||||
| 2898 |
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
|
B 77 5⁄4 | ||||||||
| 2899 |
Enables AI agents to clone entire websites, download files, manage authenticati…
|
B 77 5⁄5 | ||||||||
| 2900 |
MCP server for ARRL Logbook of The World (LoTW) that enables querying confirmat…
|
B 77 5⁄5 | ||||||||