MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15801 |
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
|
F 30 5⁄5 | ||||||||
| 15802 |
Enables automated README file management for development projects through MCP t…
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F 30 5⁄5 | ||||||||
| 15803 |
Enables searching and downloading court documents, listing cases, and retrievin…
|
F 30 6⁄6 | ||||||||
| 15804 |
A complete todo management system with authentication and billing that enables …
|
F 30 5⁄5 | ||||||||
| 15805 |
A robot battle prototype that enables users to design, validate, and simulate A…
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F 30 5⁄5 | ||||||||
| 15806 |
Connects Claude AI to Blender via the Model Context Protocol to enable prompt-a…
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F 30 5⁄4 | ||||||||
| 15807 |
An MCP server for automating Google Jules that enables seamless integration for…
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F 30 5⁄5 | ||||||||
| 15808 |
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into st…
|
F 30 5⁄5 | ||||||||
| 15809 |
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…
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F 30 5⁄5 | ||||||||
| 15810 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 15811 |
Enables LLMs to perform Active Directory penetration testing using tools like N…
|
F 30 5⁄4 | ||||||||
| 15812 |
This server enables LLMs to design, simulate, and debug electronic circuits usi…
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F 30 5⁄4 | ||||||||
| 15813 |
Automatically enhances user prompts by applying expert-level prompt engineering…
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F 30 5⁄4 | ||||||||
| 15814 |
An AI-driven web3 collaboration protocol that enables users to create, collabor…
|
F 30 5⁄4 | ||||||||
| 15815 |
Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. …
|
F 30 6⁄6 | ||||||||
| 15816 |
A demonstration server showing MCP implementation in Python with resource handl…
|
F 30 5⁄4 | ||||||||
| 15817 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15818 |
Zero-dependency MCP memory server. Single binary, 100% local, no Docker.
|
F 30 5⁄4 | ||||||||
| 15819 |
Enables AI models to search and read technical discussions, customizations, and…
|
F 30 5⁄4 | ||||||||
| 15820 |
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
|
F 30 6⁄6 | ||||||||
| 15821 |
Fetches Wordle solutions from the Wordle API for dates ranging from May 19, 202…
|
F 30 5⁄5 | ||||||||
| 15822 |
Integrates Jimeng AI image and video generation services through MCP protocol, …
|
F 30 5⁄5 | ||||||||
| 15823 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 15824 |
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
|
F 30 5⁄4 | ||||||||
| 15825 |
Chat application with multi-agents system supports multi-models and MCP
|
F 30 5⁄4 | ||||||||
| 15826 |
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
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F 30 5⁄5 | ||||||||
| 15827 |
An advanced Model Context Protocol server that integrates real-time weather dat…
|
F 30 5⁄5 | ||||||||
| 15828 |
A custom Model Context Protocol server that provides real-time financial analys…
|
F 30 5⁄5 | ||||||||
| 15829 |
A humorous MCP server that provides AI agents with "break tools" like taking ba…
|
F 30 5⁄4 | ||||||||
| 15830 |
|
F 30 5⁄4 | ||||||||
| 15831 |
Integrates the Reachy Mini robot or its simulation with Claude Code to provide …
|
F 30 5⁄4 | ||||||||
| 15832 |
A Model Context Protocol server that enables programmatic control of Moom windo…
|
F 30 5⁄4 | ||||||||
| 15833 |
Integrates with the Laravel Forge API to provide comprehensive management of se…
|
F 30 5⁄5 | ||||||||
| 15834 |
A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactio…
|
F 30 5⁄4 | ||||||||
| 15835 |
Enables AI clients to query Dakota Marketplace data by integrating directly wit…
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F 30 5⁄4 | ||||||||
| 15836 |
Enables access to Jiminny sales call transcripts, AI-generated summaries, and a…
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F 30 5⁄5 | ||||||||
| 15837 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
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F 30 5⁄5 | ||||||||
| 15838 |
Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…
|
F 30 5⁄5 | ||||||||
| 15839 |
A custom Model Context Protocol server that enables GitHub Copilot Agent to per…
|
F 30 5⁄4 | ||||||||
| 15840 |
Enables searching for groceries and automatically adding items to cart through …
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F 30 5⁄5 | ||||||||
| 15841 |
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
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F 30 5⁄5 | ||||||||
| 15842 |
GitLabとの連携機能を提供するModel Context Protocol (MCP) サーバーです。GitLabの特定のプロジェクトからパイプラインの失…
|
F 30 5⁄5 | ||||||||
| 15843 |
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
|
F 30 5⁄5 | ||||||||
| 15844 |
Integrates with the Freqtrade cryptocurrency trading bot via its REST API to en…
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F 30 5⁄5 | ||||||||
| 15845 |
Search campgrounds around the world on campertunity, check availability, and pr…
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F 30 5⁄5 | ||||||||
| 15846 |
MCP service for Tablestore, features include adding documents, semantic search …
|
F 30 5⁄5 | ||||||||
| 15847 |
Model Context Protocol server for awesome-copilot agents and collections
|
F 30 5⁄4 | ||||||||
| 15848 |
Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
|
F 30 5⁄4 | ||||||||
| 15849 |
A Model Context Protocol server that connects to Coreflux MQTT brokers, enablin…
|
F 30 5⁄5 | ||||||||
| 15850 |
Enables AI-powered computational design in Rhino/Grasshopper with ML-based auto…
|
F 30 5⁄5 | ||||||||