MCP Server Quality Scores
Independent quality analysis of 50515 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
Newly Added
mcp Altoviz MCP Server Thrivee — Personal Finance Intelligence Ezi Home Services voip.ms| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15451 |
The server facilitates access to Julia documentation and source code through Cl…
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F 30 5⁄5 | ||||||||
| 15452 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
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F 30 5⁄5 | ||||||||
| 15453 |
Enables intelligent code analysis and debugging through the Perplexity AI's API…
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F 30 5⁄5 | ||||||||
| 15454 |
Enables AI models to interactively prompt users for input or clarification dire…
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F 30 5⁄5 | ||||||||
| 15455 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
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F 30 5⁄5 | ||||||||
| 15456 |
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F 30 5⁄4 | ||||||||
| 15457 |
Search Naver (Korea's #1 search engine) for shopping prices, real-time news, an…
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F 30 5⁄5 | ||||||||
| 15458 |
A standalone scheduling service providing cron-like job capabilities through th…
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F 30 5⁄4 | ||||||||
| 15459 |
Provides structured access to a temporal knowledge platform for searching histo…
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F 30 6⁄6 | ||||||||
| 15460 |
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
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F 30 5⁄5 | ||||||||
| 15461 |
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
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F 30 5⁄4 | ||||||||
| 15462 |
This server provides a note storage system with a custom URI scheme, allowing u…
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F 30 5⁄4 | ||||||||
| 15463 |
Enables creating, managing, and searching Markdown notes with support for tags,…
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F 30 5⁄4 | ||||||||
| 15464 |
Exposes an internal engineering knowledge base to AI assistants, allowing users…
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F 30 5⁄5 | ||||||||
| 15465 |
A versatile MCP server framework that enables AI capabilities like remote contr…
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F 30 5⁄5 | ||||||||
| 15466 |
An MCP server that enables users to search and navigate Madison, Wisconsin muni…
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F 30 5⁄4 | ||||||||
| 15467 |
A modular multi-server architecture providing development automation, JIRA mana…
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F 30 5⁄5 | ||||||||
| 15468 |
AI-powered image and video generation and processing server that supports text-…
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F 30 6⁄6 | ||||||||
| 15469 |
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
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F 30 5⁄5 | ||||||||
| 15470 |
A Model Context Protocol server that connects to Coreflux MQTT brokers, enablin…
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F 30 5⁄5 | ||||||||
| 15471 |
Enables security professionals to query and analyze Active Directory attack pat…
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F 30 5⁄5 | ||||||||
| 15472 |
A framework for extending AI capabilities through remote control, calculations,…
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F 30 5⁄5 | ||||||||
| 15473 |
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
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F 30 5⁄4 | ||||||||
| 15474 |
Exposes Vercel AI SDK Core capabilities (generateObject, generateText, streamTe…
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F 30 5⁄5 | ||||||||
| 15475 |
Provides LLMs with persistent memory across conversations using a knowledge gra…
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F 30 5⁄5 | ||||||||
| 15476 |
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
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F 30 5⁄4 | ||||||||
| 15477 |
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline an…
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F 30 5⁄4 | ||||||||
| 15478 |
Enable fast, free real-time web search and access premium data from trusted med…
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F 30 5⁄5 | ||||||||
| 15479 |
A proof-of-concept Model Context Protocol server that enables LLM applications …
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F 30 5⁄5 | ||||||||
| 15480 |
Real-time security framework for MCP servers that detects and blocks malicious …
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F 30 5⁄4 | ||||||||
| 15481 |
Personalize your study with on‑demand tutoring that generates tailored lessons …
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F 30 5⁄4 | ||||||||
| 15482 |
Provides AI-powered selection and generation of specialized system prompts from…
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F 30 5⁄5 | ||||||||
| 15483 |
An AI-driven text translation service supporting 20+ languages, based on the Mo…
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F 30 5⁄5 | ||||||||
| 15484 |
A powerful integration server that combines Netbox's network infrastructure man…
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F 30 5⁄5 | ||||||||
| 15485 |
An MCP server that enables web search capabilities using OpenAI's o3 model, all…
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F 30 5⁄5 | ||||||||
| 15486 |
This project provides a toolset to crawl websites wikis, tool/library documenti…
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F 30 5⁄4 | ||||||||
| 15487 |
Enable fast, free real-time web search and access premium data from trusted med…
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F 30 5⁄5 | ||||||||
| 15488 |
Interact with your Fibery workspace.
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F 30 5⁄5 | ||||||||
| 15489 |
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
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F 30 6⁄6 | ||||||||
| 15490 |
An implementation of the Recursive Language Models architecture that enables AI…
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F 30 5⁄5 | ||||||||
| 15491 |
An example MCP server demonstrating how to create custom tools for LLMs like Cl…
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F 30 5⁄4 | ||||||||
| 15492 |
Facilitates controlling Apple Music on macOS via AppleScript through MCP comman…
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F 30 5⁄4 | ||||||||
| 15493 |
Enables AI assistants to send text notifications with titles, messages, signatu…
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F 30 5⁄5 | ||||||||
| 15494 |
An AI-powered tool that transforms natural language specifications into structu…
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F 30 6⁄6 | ||||||||
| 15495 |
🤖 Multi-Agent MCP Server - Let Claude Code / Windsurf / Cursor orchestrate GPT,…
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F 30 5⁄5 | ||||||||
| 15496 |
Enables AI agents to manage Obsidian vaults through full CRUD operations, wikil…
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F 30 5⁄4 | ||||||||
| 15497 |
A hybrid Python and Node.js MCP server that integrates Playwright browser autom…
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F 30 5⁄5 | ||||||||
| 15498 |
Enforces GINIALTECH project conventions and protects critical files while provi…
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F 30 5⁄4 | ||||||||
| 15499 |
A template for creating and connecting custom tools to Cursor IDE using Model C…
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F 30 5⁄5 | ||||||||
| 15500 |
Automates job searching and initial communication on the Boss Zhipin platform b…
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F 30 5⁄5 | ||||||||