MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 3 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15751 |
An MCP server for running code locally via Docker and supporting multiple progr…
|
F 30 5⁄4 | ||||||||
| 15752 |
Exposes an internal engineering knowledge base to AI assistants, allowing users…
|
F 30 5⁄5 | ||||||||
| 15753 |
MCP server that connects AI assistants to ReviewWebsite.com API for creating an…
|
F 30 5⁄5 | ||||||||
| 15754 |
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
|
F 30 5⁄5 | ||||||||
| 15755 |
An experimental MCP server providing spatial context for LLMs by interfacing wi…
|
F 30 5⁄5 | ||||||||
| 15756 |
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
|
F 30 5⁄5 | ||||||||
| 15757 |
A smart router that helps users discover the most relevant tools from an MCP ca…
|
F 30 5⁄4 | ||||||||
| 15758 |
Provides unified access to multiple cloud object storage services (Huawei OBS, …
|
F 30 6⁄6 | ||||||||
| 15759 |
A joke/demo Model Context Protocol server that injects cringe-worthy advertisem…
|
F 30 5⁄5 | ||||||||
| 15760 |
Automatically detects security vulnerabilities in AI-generated code, scanning f…
|
F 30 5⁄5 | ||||||||
| 15761 |
Integrates with the AgentCraft framework to enable secure communication and dat…
|
F 30 5⁄4 | ||||||||
| 15762 |
A server implementation of the Model Context Protocol that enables calling iFly…
|
F 30 5⁄5 | ||||||||
| 15763 |
An agent-based tool that provides web search and advanced research capabilities…
|
F 30 5⁄5 | ||||||||
| 15764 |
A bridge connecting physical hardware with AI large language models through the…
|
F 30 5⁄5 | ||||||||
| 15765 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
F 30 5⁄4 | ||||||||
| 15766 |
Provides statistical analysis and usage tracking for Claude Code, enabling user…
|
F 30 5⁄5 | ||||||||
| 15767 |
Enables users to extract, search, and analyze YouTube video transcripts directl…
|
F 30 5⁄5 | ||||||||
| 15768 |
Connects Claude AI to Blender via the Model Context Protocol to enable prompt-a…
|
F 30 5⁄4 | ||||||||
| 15769 |
MCP server that turns articles, transcripts, and markdown into LinkedIn carouse…
|
F 30 5⁄4 | ||||||||
| 15770 |
Facilitates direct speech generation using Claude for multiple languages and em…
|
F 30 5⁄5 | ||||||||
| 15771 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
|
F 30 5⁄4 | ||||||||
| 15772 |
A local server that enables Claude Desktop to interact with your macOS Contacts…
|
F 30 5⁄5 | ||||||||
| 15773 |
Fetches Wordle solutions from the Wordle API for dates ranging from May 19, 202…
|
F 30 5⁄5 | ||||||||
| 15774 |
A demonstration MCP server that provides access to a SQLite employee database w…
|
F 30 5⁄4 | ||||||||
| 15775 |
|
F 30 5⁄4 | ||||||||
| 15776 |
|
F 30 5⁄4 | ||||||||
| 15777 |
A demo MCP server implementation that provides a single stock search tool which…
|
F 30 5⁄4 | ||||||||
| 15778 |
An MCP server that enables integration with SonarQube Server or Cloud for code …
|
F 30 6⁄4 | ||||||||
| 15779 |
Provides comprehensive React Native development assistance with expert-level au…
|
F 30 5⁄5 | ||||||||
| 15780 |
An MCP server for browser automation that allows AI to perform web tasks using …
|
F 30 5⁄4 | ||||||||
| 15781 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 15782 |
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
|
F 30 6⁄6 | ||||||||
| 15783 |
Provides intelligent access to OPTA football API documentation with automatic a…
|
F 30 5⁄5 | ||||||||
| 15784 |
An advanced integration package that leverages OpenRouter and Perplexity APIs t…
|
F 30 5⁄5 | ||||||||
| 15785 |
An MCP server that automates the continuation of AI tasks by intercepting tool …
|
F 30 5⁄4 | ||||||||
| 15786 |
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
|
F 30 5⁄4 | ||||||||
| 15787 |
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
|
F 30 5⁄5 | ||||||||
| 15788 |
Evolve and optimize solutions across multiple generations using genetic algorit…
|
F 30 5⁄4 | ||||||||
| 15789 |
MCP server that provides browser automation capabilities through a Chrome exten…
|
F 30 5⁄4 | ||||||||
| 15790 |
Gives AI agents direct access to your Arcate product discovery workspace to rea…
|
F 30 5⁄5 | ||||||||
| 15791 |
An MCP server that enables web search capabilities using OpenAI's o3 model, all…
|
F 30 5⁄5 | ||||||||
| 15792 |
Enables querying an internal LightRAG knowledge base to retrieve technical docu…
|
F 30 5⁄5 | ||||||||
| 15793 |
A personality-based MCP server that enables AI assistants to manage WordPress c…
|
F 30 5⁄5 | ||||||||
| 15794 |
Enterprise-grade Rust implementation of Anthropic's MCP protocol
|
F 30 5⁄4 | ||||||||
| 15795 |
cognitive-tools-mcp / gikendaasowin-aabajichiganan
|
F 30 5⁄4 | ||||||||
| 15796 |
solan docs context
|
F 30 5⁄4 | ||||||||
| 15797 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
|
F 30 5⁄5 | ||||||||
| 15798 |
Enables AI assistants to search YouTube Music, manage playlists, and create sma…
|
F 30 5⁄5 | ||||||||
| 15799 |
Check domain availability across 600+ TLDs on Namecheap with pricing and purcha…
|
F 30 5⁄4 | ||||||||
| 15800 |
Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base c…
|
F 30 6⁄6 | ||||||||