MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15101 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15102 |
A multi-agent framework that models complex social systems through a coordinate…
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F 30 5⁄5 | ||||||||
| 15103 |
MCP server that provides browser automation capabilities through a Chrome exten…
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F 30 5⁄4 | ||||||||
| 15104 |
Provides AI-powered search and documentation tools using Google Vertex AI or Ge…
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F 30 5⁄5 | ||||||||
| 15105 |
MCP server for a queryable database for aging and longevity research from the O…
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F 30 5⁄5 | ||||||||
| 15106 |
A local vector database RAG system that integrates with Playwright MCP for web …
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F 30 5⁄4 | ||||||||
| 15107 |
An observational memory server that uses LLM agents to capture, compress, and r…
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F 30 5⁄4 | ||||||||
| 15108 |
An implementation of Claude Code capabilities using MCP, enabling AI code under…
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F 30 5⁄4 | ||||||||
| 15109 |
An MCP server that provides PDF file conversion
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F 30 5⁄4 | ||||||||
| 15110 |
A Python-based MCP server that crawls websites to extract and save content as m…
|
F 30 5⁄5 | ||||||||
| 15111 |
AI-powered brand identity generation via MCP with design tokens, typography, an…
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F 30 5⁄4 | ||||||||
| 15112 |
A FastMCP server implementation that facilitates resource-based access to AI mo…
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F 30 5⁄5 | ||||||||
| 15113 |
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
|
F 30 6⁄6 | ||||||||
| 15114 |
An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology t…
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F 30 5⁄5 | ||||||||
| 15115 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
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F 30 5⁄5 | ||||||||
| 15116 |
A custom Model Context Protocol server that provides real-time financial analys…
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F 30 5⁄5 | ||||||||
| 15117 |
Crawl, embed, chunk, search, and retrieve information from datasets through [Tr…
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F 30 5⁄5 | ||||||||
| 15118 |
Lightning-Fast, High-Accuracy Deep Research Agent
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F 30 5⁄5 | ||||||||
| 15119 |
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
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F 30 5⁄5 | ||||||||
| 15120 |
Provide academic paper search capabilities by querying Google Scholar through a…
|
F 30 6⁄6 | ||||||||
| 15121 |
[MCP Server] The Security Agent for AI assisted coding
|
F 30 5⁄4 | ||||||||
| 15122 |
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
|
F 30 5⁄4 | ||||||||
| 15123 |
An MCP server that automatically generates documentation, test plans, and code …
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F 30 5⁄5 | ||||||||
| 15124 |
A Model Context Protocol (MCP) server that provides JSON-RPC functionality thro…
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F 30 5⁄5 | ||||||||
| 15125 |
A comprehensive server that enables AI applications to interact with Microsoft …
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F 30 5⁄5 | ||||||||
| 15126 |
A TypeScript-based MCP server that provides web search and webpage scraping cap…
|
F 30 5⁄4 | ||||||||
| 15127 |
An AI-powered job recommender built on the Model Context Protocol that provides…
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F 30 5⁄5 | ||||||||
| 15128 |
A Model Context Protocol server that provides persistent task management capabi…
|
F 30 5⁄4 | ||||||||
| 15129 |
Implements Chain of Thought methodology for extended sequential thinking on com…
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F 30 5⁄5 | ||||||||
| 15130 |
A centralized Model Context Protocol server that provides common development to…
|
F 30 5⁄4 | ||||||||
| 15131 |
A lightweight Python-based server designed to run, manage and create CrewAI wor…
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F 30 5⁄4 | ||||||||
| 15132 |
The Model Context Protocol (MCP) server provides a conversational interface for…
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F 30 5⁄5 | ||||||||
| 15133 |
Enables querying WolframAlpha's LLM API for natural language questions, providi…
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F 30 5⁄5 | ||||||||
| 15134 |
A powerful Model Context Protocol (MCP) server that provides an access to serve…
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F 30 5⁄4 | ||||||||
| 15135 |
Connects LLMs to the Fantasy Premier League API for intelligent team management…
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F 30 5⁄5 | ||||||||
| 15136 |
Provides intelligent access to OPTA football API documentation with automatic a…
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F 30 5⁄5 | ||||||||
| 15137 |
Provides tools and resources to detect AI-generated writing patterns and refine…
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F 30 5⁄4 | ||||||||
| 15138 |
dingding webhook mcp server
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F 30 5⁄5 | ||||||||
| 15139 |
An MCP server that enables advanced CSV analysis and data visualization using G…
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F 30 5⁄5 | ||||||||
| 15140 |
Provides statistical analysis and usage tracking for Claude Code, enabling user…
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F 30 5⁄5 | ||||||||
| 15141 |
Enables secure interaction with kintone through OAuth authentication, supportin…
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F 30 5⁄5 | ||||||||
| 15142 |
Enable AI assistants to interact directly with Bitcoin Ordinals inscriptions. S…
|
F 30 5⁄5 | ||||||||
| 15143 |
AI Agent Team-拥有24/7专业AI开发团队：产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装，支持中英文命令，…
|
F 30 5⁄4 | ||||||||
| 15144 |
Enables Claude to collaborate with Gemini for code reviews, second opinions, an…
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F 30 5⁄5 | ||||||||
| 15145 |
A FastMCP server that provides natural language interaction with MS SQL databas…
|
F 30 5⁄4 | ||||||||
| 15146 |
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
|
F 30 6⁄6 | ||||||||
| 15147 |
An AI-powered crypto trading MCP server providing technical analysis, market se…
|
F 30 6⁄6 | ||||||||
| 15148 |
Cashfree MCP server for cashfree docs and APIs
|
F 30 5⁄5 | ||||||||
| 15149 |
A lightweight MCP test server for verifying client connectivity, providing tool…
|
F 30 6⁄6 | ||||||||
| 15150 |
|
F 30 5⁄4 | ||||||||