MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15751 |
Enables semantic search and insight extraction across Granola meeting notes, ca…
|
F 30 5⁄4 | ||||||||
| 15752 |
A Model Context Protocol server that enables collaborative debates between mult…
|
F 30 5⁄5 | ||||||||
| 15753 |
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
|
F 30 5⁄4 | ||||||||
| 15754 |
A secure server that enables AI agents to access 2FA codes and passwords from t…
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F 30 5⁄4 | ||||||||
| 15755 |
|
F 30 5⁄4 | ||||||||
| 15756 |
Stores metadata for MCP servers and provides smart search capabilities, allowin…
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F 30 5⁄5 | ||||||||
| 15757 |
A powerful research assistant that conducts intelligent, iterative research thr…
|
F 30 5⁄5 | ||||||||
| 15758 |
A demo MCP server implementation that provides a single stock search tool which…
|
F 30 5⁄4 | ||||||||
| 15759 |
Implements a Model Context Protocol (MCP) server powered by Flux API from Cepha…
|
F 30 5⁄5 | ||||||||
| 15760 |
An AI-powered Gen 1 text RPG MCP server that transforms Pokémon into sentient c…
|
F 30 5⁄4 | ||||||||
| 15761 |
Connects AI assistants to personal lifelog data from Limitless AI, enabling use…
|
F 30 5⁄5 | ||||||||
| 15762 |
AI business intelligence: competitor analysis, web scoring, reviews, market res…
|
F 30 6⁄6 | ||||||||
| 15763 |
Integrates Google NotebookLM into Claude to allow users to manage notebooks, ad…
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F 30 5⁄4 | ||||||||
| 15764 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
F 30 5⁄4 | ||||||||
| 15765 |
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
|
F 30 6⁄6 | ||||||||
| 15766 |
MCP server for Salesforce API integration - Complete CRM integration for GenAI …
|
F 30 5⁄4 | ||||||||
| 15767 |
Refine messy backlog items into structured, actionable work items with titles, …
|
F 30 5⁄5 | ||||||||
| 15768 |
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grad…
|
F 30 5⁄4 | ||||||||
| 15769 |
A tool that helps easily register Anthropic's Model Context Protocol (MCP) in C…
|
F 30 5⁄4 | ||||||||
| 15770 |
Enables AI assistants to interact with the SciX (formerly NASA ADS) API to sear…
|
F 30 5⁄5 | ||||||||
| 15771 |
This MCP server provides seamless access to Malaysia's government open data, in…
|
F 30 6⁄6 | ||||||||
| 15772 |
A tool for Model Context Protocol (MCP) that allows you to analyze web content …
|
F 30 5⁄5 | ||||||||
| 15773 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 15774 |
A lightweight Model Context Protocol (MCP) server that enables natural language…
|
F 30 5⁄4 | ||||||||
| 15775 |
Triangulates HelpScout support tickets and ProductLift feature requests to gene…
|
F 30 5⁄5 | ||||||||
| 15776 |
Provides access to official MeteoSwiss weather data, including regional reports…
|
F 30 5⁄5 | ||||||||
| 15777 |
A codemode MCP server for fetching and querying dependency source code from npm…
|
F 30 5⁄5 | ||||||||
| 15778 |
An advanced MCP server that implements sophisticated sequential thinking using …
|
F 30 5⁄5 | ||||||||
| 15779 |
Intentionally vulnerable Model Context Protocol (MCP) server designed for secur…
|
F 30 5⁄5 | ||||||||
| 15780 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 15781 |
Discover and query 14,700+ classified subgraphs on The Graph Network
|
F 30 5⁄4 | ||||||||
| 15782 |
A secure Model Context Protocol server that provides tools for calculating Fibo…
|
F 30 5⁄4 | ||||||||
| 15783 |
Provides AI-driven PostgreSQL database management with secure OAuth 2.1 authent…
|
F 30 5⁄5 | ||||||||
| 15784 |
A Model Context Protocol server utilizing Claude AI for generating intelligent …
|
F 30 5⁄5 | ||||||||
| 15785 |
A TypeScript-based server that connects MCP Clients to Dify applications, dynam…
|
F 30 5⁄5 | ||||||||
| 15786 |
A server that integrates Blender with local AI models via the Model Context Pro…
|
F 30 5⁄4 | ||||||||
| 15787 |
A tool that integrates process mining capabilities with Claude AI, allowing use…
|
F 30 5⁄4 | ||||||||
| 15788 |
Converts images, PDFs, Word documents, and Excel spreadsheets to structured mar…
|
F 30 5⁄5 | ||||||||
| 15789 |
An MCP server that parses Douyin share links and performs intelligent content a…
|
F 30 5⁄5 | ||||||||
| 15790 |
Provides AI-powered selection and generation of specialized system prompts from…
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F 30 5⁄5 | ||||||||
| 15791 |
An intelligent debugging assistant that automates the debugging process by anal…
|
F 30 5⁄5 | ||||||||
| 15792 |
A Model Context Protocol server for ingesting, chunking and semantically search…
|
F 30 5⁄5 | ||||||||
| 15793 |
This MCP server provides a tool to generate manual test cases in Markdown or CS…
|
F 30 5⁄5 | ||||||||
| 15794 |
AI-powered PDF editing and generation MCP server using Gemini Pro.
|
F 30 5⁄4 | ||||||||
| 15795 |
Enables managing an organic stevia products e-commerce store through natural la…
|
F 30 5⁄5 | ||||||||
| 15796 |
A Docker-based local RAG backend that provides advanced document search capabil…
|
F 30 5⁄4 | ||||||||
| 15797 |
An MCP server that enables users to book, cancel, reschedule, and list appointm…
|
F 30 5⁄4 | ||||||||
| 15798 |
Generates images from text prompts using Google's Gemini AI models with customi…
|
F 30 5⁄5 | ||||||||
| 15799 |
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to…
|
F 30 5⁄5 | ||||||||
| 15800 |
Enables enterprise document retrieval using graph-based reasoning and knowledge…
|
F 30 5⁄4 | ||||||||