MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 2 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14801 |
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
|
F 37 6⁄6 | ||||||||
| 14802 |
GitHub Remote MCP Server
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A cloud platform for registering and using remote tools with GitHub's MCP servi…
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F 37 6⁄6 | ||||||||
| 14803 |
Provides semantic search capabilities by connecting Claude Desktop to a Cloudfl…
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F 30 5⁄5 | ||||||||
| 14804 |
Lightning-Fast, High-Accuracy Deep Research Agent
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F 30 5⁄5 | ||||||||
| 14805 |
An MCP server that provides real-time stock data, technical indicators, and fin…
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F 30 5⁄5 | ||||||||
| 14806 |
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, …
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F 30 5⁄4 | ||||||||
| 14807 |
A Model Context Protocol server that provides read-only access to Ontotext Grap…
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F 30 5⁄5 | ||||||||
| 14808 |
Enables LLMs to search and retrieve PayNow Component documentation directly, ac…
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F 30 6⁄6 | ||||||||
| 14809 |
Comprehensive Sonos audio system control through pure TypeScript implementation…
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F 30 5⁄4 | ||||||||
| 14810 |
VikingDB integration with collection and index introduction, vector store and s…
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F 30 5⁄5 | ||||||||
| 14811 |
Provides tools to summarize README files from local paths or public Git reposit…
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F 30 5⁄5 | ||||||||
| 14812 |
Provides AI-powered development tools including code generation, refactoring, d…
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F 30 5⁄5 | ||||||||
| 14813 |
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
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F 30 5⁄5 | ||||||||
| 14814 |
A standalone Model Context Protocol service that connects MasterGo design tools…
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F 30 5⁄5 | ||||||||
| 14815 |
Tracking the latest trending tokens on CoinGecko.
|
F 30 5⁄5 | ||||||||
| 14816 |
MCP server exposing SSH control for Linux and Windows servers via Model Context…
|
F 30 5⁄4 | ||||||||
| 14817 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
|
F 30 5⁄4 | ||||||||
| 14818 |
Enables AI-powered frontend code review and unit test generation for Phabricato…
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F 30 5⁄5 | ||||||||
| 14819 |
Enables menu browsing, recommendation requests, and shopping cart management th…
|
F 30 5⁄5 | ||||||||
| 14820 |
A comprehensive MCP server that provides AI assistants with tools for file syst…
|
F 30 5⁄4 | ||||||||
| 14821 |
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
|
F 30 6⁄6 | ||||||||
| 14822 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 14823 |
Enables interaction with a TrueRAG system through a GraphQL API using the Model…
|
F 30 5⁄5 | ||||||||
| 14824 |
A server that integrates Flux's advanced image generation and manipulation feat…
|
F 30 5⁄5 | ||||||||
| 14825 |
This an Model Context Protocol (MCP) server that integrates Notion into your AI…
|
F 30 5⁄4 | ||||||||
| 14826 |
A TypeScript-based server that allows calling other MCP clients from your own M…
|
F 30 5⁄5 | ||||||||
| 14827 |
An MCP server that enables AI to interact with the private 'my-design' React co…
|
F 30 5⁄5 | ||||||||
| 14828 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||
| 14829 |
Integrates Gmail with Claude Desktop to fetch unread emails, generate AI-powere…
|
F 30 5⁄5 | ||||||||
| 14830 |
Enables intelligent management of Google Cloud Platform infrastructure using Te…
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F 30 5⁄5 | ||||||||
| 14831 |
Provides the ability to generate images via Replicate's API.
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F 30 5⁄5 | ||||||||
| 14832 |
Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal…
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F 30 5⁄5 | ||||||||
| 14833 |
Provides bias-aware code retrieval for AI assistants by detecting textual bias …
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F 30 5⁄5 | ||||||||
| 14834 |
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
|
F 30 5⁄4 | ||||||||
| 14835 |
Access your reMarkable tablet - read documents, browse files, extract text and …
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F 30 5⁄4 | ||||||||
| 14836 |
Connects AI assistants directly to Obsidian vaults with intelligent note creati…
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F 30 5⁄4 | ||||||||
| 14837 |
Draw on your website, let your AI agent see it. Visual context for code generat…
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F 30 6⁄6 | ||||||||
| 14838 |
Create images and videos from prompts, with options for image mixing, reference…
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F 30 6⁄6 | ||||||||
| 14839 |
A Model Context Protocol (MCP) server that provides JSON-RPC functionality thro…
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F 30 5⁄5 | ||||||||
| 14840 |
Enables integration with Google Drive for listing, reading, and searching over …
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F 30 5⁄5 | ||||||||
| 14841 |
Enables AI agents to query a local knowledge graph built from document collecti…
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F 30 5⁄5 | ||||||||
| 14842 |
A lightweight MCP server that connects AI assistants to Kintone applications fo…
|
F 30 5⁄5 | ||||||||
| 14843 |
A code-first MCP server that provides a single tool to execute JavaScript or Ty…
|
F 30 5⁄4 | ||||||||
| 14844 |
lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditio…
|
F 30 5⁄4 | ||||||||
| 14845 |
Enables fact-checking of news headlines using Google Gemini AI and web search v…
|
F 30 5⁄5 | ||||||||
| 14846 |
An MCP server that provides PDF file conversion
|
F 30 5⁄4 | ||||||||
| 14847 |
Enables AI models to interactively prompt users for input or clarification dire…
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F 30 5⁄5 | ||||||||
| 14848 |
Enables AI assistants to interact with Gmail accounts for reading unread emails…
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F 30 5⁄4 | ||||||||
| 14849 |
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
|
F 30 5⁄5 | ||||||||
| 14850 |
A starter template for building Model Context Protocol (MCP) servers using Type…
|
F 30 5⁄4 | ||||||||