MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15751 |
Provides OCR services powered by Google's Gemini API to extract text from image…
|
F 30 5⁄5 | ||||||||
| 15752 |
Enables AI assistants to interact with Gmail accounts for reading unread emails…
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F 30 5⁄4 | ||||||||
| 15753 |
Provides unified ABAP and RAP documentation search, document retrieval, and ABA…
|
F 30 6⁄6 | ||||||||
| 15754 |
A server implementation for interacting with Wikidata API using the Model Conte…
|
F 30 5⁄5 | ||||||||
| 15755 |
A custom Model Context Protocol implementation that integrates Perplexity AI wi…
|
F 30 5⁄5 | ||||||||
| 15756 |
Provides access to a community knowledge base of 16k+ debugging solutions and 2…
|
F 30 5⁄5 | ||||||||
| 15757 |
A powerful research assistant that integrates with Cline and Claude Desktop to …
|
F 30 5⁄4 | ||||||||
| 15758 |
A unified plugin for developers integrating MCP servers into modern JavaScript …
|
F 30 5⁄4 | ||||||||
| 15759 |
A comprehensive MCP implementation designed for fullstack development that enab…
|
F 30 5⁄4 | ||||||||
| 15760 |
A tool that integrates process mining capabilities with Claude AI, allowing use…
|
F 30 5⁄4 | ||||||||
| 15761 |
A Model Context Protocol server that provides programmatic access to the Window…
|
F 30 5⁄5 | ||||||||
| 15762 |
An advanced Model Context Protocol server that integrates real-time weather dat…
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F 30 5⁄5 | ||||||||
| 15763 |
An MCP server that enables graph database interactions with Neo4j, allowing use…
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F 30 5⁄5 | ||||||||
| 15764 |
Provides AI-driven SVG generation and editing via natural language, with real-t…
|
F 30 5⁄5 | ||||||||
| 15765 |
An automation toolkit that enables AI-driven content publishing and creator dat…
|
F 30 5⁄5 | ||||||||
| 15766 |
cognitive-tools-mcp / gikendaasowin-aabajichiganan
|
F 30 5⁄4 | ||||||||
| 15767 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
|
F 30 5⁄5 | ||||||||
| 15768 |
A comprehensive Model Context Protocol server that provides advanced Node.js de…
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F 30 5⁄5 | ||||||||
| 15769 |
Enables AI agents to generate professional Word and PDF documents with support …
|
F 30 5⁄5 | ||||||||
| 15770 |
A FastMCP server implementation that facilitates resource-based access to AI mo…
|
F 30 5⁄5 | ||||||||
| 15771 |
Enables automated content generation and scheduling for Instagram and Pinterest…
|
F 30 5⁄5 | ||||||||
| 15772 |
A starter template for building custom MCP servers with example tools, TypeScri…
|
F 30 5⁄5 | ||||||||
| 15773 |
A Model Context Protocol server that provides weather information using the Ope…
|
F 30 5⁄5 | ||||||||
| 15774 |
Enables control of macOS applications through natural language, allowing users …
|
F 30 5⁄4 | ||||||||
| 15775 |
Enables automated visual testing by comparing screenshots against baseline imag…
|
F 30 5⁄4 | ||||||||
| 15776 |
A meta API Gateway server that works with the Model Context Protocol (MCP), ena…
|
F 30 5⁄4 | ||||||||
| 15777 |
Enables AI assistants to interact with Lemonade's insurance services for renter…
|
F 30 5⁄4 | ||||||||
| 15778 |
Provides dad jokes in multiple styles and topics through prompts and tools, inc…
|
F 30 5⁄5 | ||||||||
| 15779 |
AI Agents framework with 64+ built-in tools for search, memory, workflows, code…
|
F 30 5⁄4 | ||||||||
| 15780 |
Generate and scan QR codes easily
|
F 30 5⁄4 | ||||||||
| 15781 |
An AI-driven web3 collaboration protocol that enables users to create, collabor…
|
F 30 5⁄4 | ||||||||
| 15782 |
A Model Context Protocol server that enables LLMs to manage network topologies,…
|
F 30 5⁄5 | ||||||||
| 15783 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
|
F 30 5⁄5 | ||||||||
| 15784 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 15785 |
Provide academic paper search capabilities by querying Google Scholar through a…
|
F 30 6⁄6 | ||||||||
| 15786 |
An AI-driven text translation service supporting 20+ languages, based on the Mo…
|
F 30 5⁄5 | ||||||||
| 15787 |
An MCP server that enables AI to interact with the private 'my-design' React co…
|
F 30 5⁄5 | ||||||||
| 15788 |
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
|
F 30 5⁄4 | ||||||||
| 15789 |
Provides pre-defined prompt templates for AI assistants to generate comprehensi…
|
F 30 5⁄5 | ||||||||
| 15790 |
Exposes tools for performing web searches via DuckDuckGo and fetching webpage c…
|
F 30 5⁄5 | ||||||||
| 15791 |
AI-powered trading bot platform. Create automated trading strategies with natur…
|
F 30 5⁄5 | ||||||||
| 15792 |
Ambient voice intelligence for AI agents. Connects wearable microphones to a lo…
|
F 30 5⁄4 | ||||||||
| 15793 |
Provides AI coding assistant rules and guidelines for Bürokratt modules, includ…
|
F 30 5⁄5 | ||||||||
| 15794 |
Automatically converts feedback and bug reports from websites and web apps into…
|
F 30 5⁄4 | ||||||||
| 15795 |
A humorous MCP server that provides AI agents with "break tools" like taking ba…
|
F 30 5⁄4 | ||||||||
| 15796 |
Provides comprehensive tools to interact with the Notion API, including managin…
|
F 30 5⁄5 | ||||||||
| 15797 |
An MCP extension that allows coding agents to manage and compose MCP tools by e…
|
F 30 5⁄4 | ||||||||
| 15798 |
Provides tools to summarize README files from local paths or public Git reposit…
|
F 30 5⁄5 | ||||||||
| 15799 |
MCP server that helps AI models understand Vite/Nuxt applications better, avail…
|
F 30 5⁄4 | ||||||||
| 15800 |
MCPX is a production-ready, open-source gateway to manage MCP servers at scale—…
|
F 30 5⁄5 | ||||||||