MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 4 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16851 |
A Model Context Protocol server that provides secure, controlled access to Huaw…
|
F 25 5⁄4 | ||||||||
| 16852 |
Integrates Claude with n8n and Supabase to provide semantic memory search, auto…
|
F 25 5⁄5 | ||||||||
| 16853 |
Enables interaction with Snowflake databases through SQL queries, schema explor…
|
F 25 6⁄6 | ||||||||
| 16854 |
Professional Gemini API integration for Claude and all MCP-compatible hosts wit…
|
F 25 5⁄4 | ||||||||
| 16855 |
An MCP Server for Ollama
|
F 25 5⁄4 | ||||||||
| 16856 |
|
F 25 5⁄4 | ||||||||
| 16857 |
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
|
F 25 5⁄4 | ||||||||
| 16858 |
Monitors and analyzes GitHub repository activity (stars, commits, issues) with …
|
F 25 5⁄5 | ||||||||
| 16859 |
A universal MCP server that connects any REST API to AI assistants via OpenAPI …
|
F 25 5⁄5 | ||||||||
| 16860 |
Enables natural language interaction with Azure services through Claude Desktop…
|
F 25 5⁄5 | ||||||||
| 16861 |
A Model Context Protocol (MCP) server for Dust.tt agents, designed for seamless…
|
F 25 5⁄4 | ||||||||
| 16862 |
An MCP server that enables AI assistants to generate, score, and analyze DNA se…
|
F 25 5⁄5 | ||||||||
| 16863 |
A MCP server for MobSF which can be used for static and dynamic analysis of And…
|
F 25 5⁄4 | ||||||||
| 16864 |
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
|
F 25 6⁄6 | ||||||||
| 16865 |
A containerized server that enables AI clients to perform automated network pac…
|
F 25 5⁄5 | ||||||||
| 16866 |
Enables network discovery, port scanning, and infrastructure monitoring with de…
|
F 25 5⁄4 | ||||||||
| 16867 |
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fo…
|
F 25 6⁄6 | ||||||||
| 16868 |
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
|
F 25 6⁄6 | ||||||||
| 16869 |
Provides programmatic access to ingest and query Windows event logs (especially…
|
F 25 5⁄4 | ||||||||
| 16870 |
Enables Cursor and Windsurf to safely manage Supabase databases, execute SQL qu…
|
F 25 5⁄5 | ||||||||
| 16871 |
An MCP server that provides AI image generation capabilities using OpenAI and R…
|
F 25 5⁄5 | ||||||||
| 16872 |
Fact-check and fix AI outputs. Hallucination detection, schema validation, auto…
|
F 25 5⁄4 | ||||||||
| 16873 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||
| 16874 |
Kiln MCP server for agents: design, slice, print, monitor, and recover physical…
|
F 25 5⁄4 | ||||||||
| 16875 |
A MCP server for LocalStack to manage local AWS environments, including lifecyc…
|
F 25 5⁄5 | ||||||||
| 16876 |
AI agent skill security scanner. Scans URLs and GitHub repos to verify AI agent…
|
F 25 6⁄6 | ||||||||
| 16877 |
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
|
F 25 5⁄4 | ||||||||
| 16878 |
Provides a standardized interface to interact with LangGraph agents through Cha…
|
F 25 5⁄5 | ||||||||
| 16879 |
Provides access to Godot engine documentation through a Retrieval-Augmented Gen…
|
F 25 5⁄4 | ||||||||
| 16880 |
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
|
F 25 5⁄5 | ||||||||
| 16881 |
Provides real-time flight and train ticket queries, live status tracking, and a…
|
F 25 6⁄6 | ||||||||
| 16882 |
Generates 2D game assets (sprites, icons, tilesets, characters, animations) usi…
|
F 25 5⁄4 | ||||||||
| 16883 |
A utility tool that analyzes Next.js application routes and provides detailed i…
|
F 25 5⁄4 | ||||||||
| 16884 |
Read+write MCP server for Zotero with full write support — create items, manage…
|
F 25 5⁄5 | ||||||||
| 16885 |
An MCP server that enables users to upload local files to S3-compatible storage…
|
F 25 6⁄6 | ||||||||
| 16886 |
A server implementation that enables interaction with the Futarchy protocol on …
|
F 25 5⁄5 | ||||||||
| 16887 |
Connects your WordPress.com account to Claude Desktop, enabling you to read you…
|
F 25 5⁄4 | ||||||||
| 16888 |
An MCP server that integrates with MySQL databases, enabling secure read and wr…
|
F 25 5⁄5 | ||||||||
| 16889 |
An MCP server that enables AI models to directly control Blender for 3D modelin…
|
F 25 5⁄5 | ||||||||
| 16890 |
Search web using baidu with AI.
|
F 25 5⁄5 | ||||||||
| 16891 |
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
|
F 25 5⁄5 | ||||||||
| 16892 |
A Model Context Protocol server for integrating AI assistants like Claude Deskt…
|
F 25 5⁄5 | ||||||||
| 16893 |
Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …
|
F 25 5⁄5 | ||||||||
| 16894 |
AI image generation using Google Gemini's nano banana model.
|
F 25 5⁄4 | ||||||||
| 16895 |
A real-time hotspot monitoring and news aggregation assistant that provides AI-…
|
F 25 5⁄5 | ||||||||
| 16896 |
An MCP server that autonomously evaluates web applications.
|
F 25 5⁄5 | ||||||||
| 16897 |
A Model Context Protocol server that enables Large Language Models like Claude …
|
F 25 5⁄5 | ||||||||
| 16898 |
Enables safe interaction with MySQL databases through SELECT queries, table str…
|
F 25 5⁄5 | ||||||||
| 16899 |
Enables users to fetch real-time cryptocurrency market data from Binance includ…
|
F 25 5⁄5 | ||||||||
| 16900 |
Figma MCP Bridge is a combined Figma plugin and MCP server that bypasses Figma'…
|
F 25 5⁄5 | ||||||||