MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15501 |
A personality-based MCP server that enables AI assistants to manage WordPress c…
|
F 30 5⁄5 | ||||||||
| 15502 |
An agent-based tool that provides web search and advanced research capabilities…
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F 30 5⁄5 | ||||||||
| 15503 |
Enterprise-grade Rust implementation of Anthropic's MCP protocol
|
F 30 5⁄4 | ||||||||
| 15504 |
Provides statistical analysis and usage tracking for Claude Code, enabling user…
|
F 30 5⁄5 | ||||||||
| 15505 |
Turn a web service into an MCP server without code changes.
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F 30 5⁄5 | ||||||||
| 15506 |
A Model Context Protocol server for accessing Confluence API using Personal Acc…
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F 30 5⁄5 | ||||||||
| 15507 |
Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu …
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F 30 5⁄5 | ||||||||
| 15508 |
|
F 30 5⁄4 | ||||||||
| 15509 |
An MCP server that enables integration with SonarQube Server or Cloud for code …
|
F 30 6⁄4 | ||||||||
| 15510 |
An MCP server that performs code reviews by comparing local source code against…
|
F 30 6⁄6 | ||||||||
| 15511 |
A server implementation of the Model Context Protocol that enables calling iFly…
|
F 30 5⁄5 | ||||||||
| 15512 |
Analyze stocks and SEC filings to surface key insights, from price and volume t…
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F 30 6⁄6 | ||||||||
| 15513 |
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
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F 30 5⁄5 | ||||||||
| 15514 |
Open Models MCP for Blender Using Ollama
|
F 30 5⁄4 | ||||||||
| 15515 |
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
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F 30 5⁄5 | ||||||||
| 15516 |
Provides advanced iTerm2 terminal automation using Python API integration, enab…
|
F 30 5⁄4 | ||||||||
| 15517 |
Monitor MCP registry for new servers - Discord Slack notifications alerts
|
F 30 5⁄4 | ||||||||
| 15518 |
Enables querying an internal LightRAG knowledge base to retrieve technical docu…
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F 30 5⁄5 | ||||||||
| 15519 |
cognitive-tools-mcp / gikendaasowin-aabajichiganan
|
F 30 5⁄4 | ||||||||
| 15520 |
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
|
F 30 5⁄4 | ||||||||
| 15521 |
A sample implementation of Model Context Protocol server using Next.js and the …
|
F 30 5⁄5 | ||||||||
| 15522 |
A bridge connecting physical hardware with AI large language models through the…
|
F 30 5⁄5 | ||||||||
| 15523 |
A demonstration MCP server that provides access to a SQLite employee database w…
|
F 30 5⁄4 | ||||||||
| 15524 |
An orchestration platform for deploying parallel swarms of tool-enabled AI agen…
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F 30 5⁄4 | ||||||||
| 15525 |
Integrates the Reachy Mini robot or its simulation with Claude Code to provide …
|
F 30 5⁄4 | ||||||||
| 15526 |
Connects Claude AI to Blender via the Model Context Protocol to enable prompt-a…
|
F 30 5⁄4 | ||||||||
| 15527 |
A customizable MCP server for integrating Salesforce APIs with GenAI applicatio…
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F 30 5⁄4 | ||||||||
| 15528 |
Check domain availability across 600+ TLDs on Namecheap with pricing and purcha…
|
F 30 5⁄4 | ||||||||
| 15529 |
A state-based agent orchestration system that allows transitions between differ…
|
F 30 5⁄4 | ||||||||
| 15530 |
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
|
F 30 5⁄5 | ||||||||
| 15531 |
Provides comprehensive BioPython capabilities for biological sequence analysis,…
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F 30 5⁄5 | ||||||||
| 15532 |
An MCP server that provides real-time stock data, technical indicators, and fin…
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F 30 5⁄5 | ||||||||
| 15533 |
A lightweight Model Context Protocol (MCP) server that enables natural language…
|
F 30 5⁄4 | ||||||||
| 15534 |
An MCP server that enables web search capabilities using OpenAI's o3 model, all…
|
F 30 5⁄5 | ||||||||
| 15535 |
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
|
F 30 6⁄6 | ||||||||
| 15536 |
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
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F 30 5⁄5 | ||||||||
| 15537 |
Enables AI to search and retrieve South Korean legal information from the Natio…
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F 30 5⁄5 | ||||||||
| 15538 |
Enables AI assistants to search YouTube Music, manage playlists, and create sma…
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F 30 5⁄5 | ||||||||
| 15539 |
An MCP server that enables users to review and refine AI outputs through a loca…
|
F 30 5⁄4 | ||||||||
| 15540 |
A powerful integration server that combines Netbox's network infrastructure man…
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F 30 5⁄5 | ||||||||
| 15541 |
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
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F 30 5⁄5 | ||||||||
| 15542 |
Provides access to FluentLab's funding database, enabling users to search for f…
|
F 30 5⁄5 | ||||||||
| 15543 |
Provides free Bing search capabilities without an API key, with smart language …
|
F 30 5⁄4 | ||||||||
| 15544 |
An MCP Server for Node.js API documentation
|
F 30 5⁄5 | ||||||||
| 15545 |
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
|
F 30 5⁄5 | ||||||||
| 15546 |
🛍📦 Unofficial Amazon Model Context Protocol Server (MCP) - Search products and …
|
F 30 5⁄5 | ||||||||
| 15547 |
An MCP server that enables AI clients like Cursor, Windsurf, and Claude Desktop…
|
F 30 5⁄5 | ||||||||
| 15548 |
Enables AI agents to perform secure Salesforce Lead management operations inclu…
|
F 30 5⁄5 | ||||||||
| 15549 |
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
|
F 30 5⁄4 | ||||||||
| 15550 |
An MCP server that provides seamless integration with Claude Desktop for queryi…
|
F 30 5⁄5 | ||||||||