MCP Server Quality Scores
Independent quality analysis of 44526 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1751 |
Enables AI-powered medical information retrieval through FHIR clinical document…
|
B 79 5⁄5 | ||||||||
| 1752 |
Enables Claude to interact with Oscribble task projects through natural languag…
|
B 79 5⁄4 | ||||||||
| 1753 |
Memex
Claim
Enables searching and retrieving Claude Code conversation history that would ot…
|
B 79 5⁄4 | ||||||||
| 1754 |
Cross-framework cognitive state serializer for AI agents. Export, import, and d…
|
B 79 5⁄5 | ||||||||
| 1755 |
A Model Context Protocol server that enables the extraction of text, metadata, …
|
B 79 5⁄4 | ||||||||
| 1756 |
MCP server that enables language models to interact with RDKit through natural …
|
B 79 5⁄4 | ||||||||
| 1757 |
Neo4j MCP Server
Claim
Enables AI assistants to interact with Neo4j graph databases through natural la…
|
B 79 5⁄5 | ||||||||
| 1758 |
Multi-Search MCP Server
Claim
Provides unified web search across multiple providers (Google, Tavily, DuckDuck…
|
B 79 5⁄5 | ||||||||
| 1759 |
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
|
B 79 5⁄5 | ||||||||
| 1760 |
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
|
B 79 5⁄4 | ||||||||
| 1761 |
Enables integration with AntBot, an AI-based RPA platform, allowing users to li…
|
B 79 5⁄4 | ||||||||
| 1762 |
Weather MCP Server
Claim
Provides current weather conditions and 5-day forecasts for any location using …
|
B 79 5⁄5 | ||||||||
| 1763 |
Enables YouTube content browsing, video searching, and metadata retrieval via t…
|
B 79 5⁄5 | ||||||||
| 1764 |
MCP server for TickTick API enabling task management, project organization, hab…
|
B 79 5⁄5 | ||||||||
| 1765 |
Provides dual-perspective analysis through alternating actor (creator/performer…
|
B 79 5⁄4 | ||||||||
| 1766 |
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
|
B 79 6⁄6 | ||||||||
| 1767 |
Codehooks.io MCP Server
Claim
Enables AI agents to manage databases, deploy serverless JavaScript functions, …
|
B 79 5⁄5 | ||||||||
| 1768 |
Connects AI assistants to the Bayarcash payment gateway API, enabling users to …
|
B 79 5⁄5 | ||||||||
| 1769 |
omen
Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
|
B 79 5⁄4 | ||||||||
| 1770 |
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
|
B 79 5⁄5 | ||||||||
| 1771 |
Timezone, dates, cron, timestamps for AI agents
|
B 79 4⁄4 | ||||||||
| 1772 |
19-chain DeFi gateway for AI assistants for Menese Protocol
|
B 79 5⁄4 | ||||||||
| 1773 |
Swiss-army-knife utility server for AI agents. 18 tools including JSON validati…
|
B 79 6⁄6 | ||||||||
| 1774 |
An MCP server that enables high-speed Android screenshot capture with ~50ms lat…
|
B 79 5⁄4 | ||||||||
| 1775 |
Enables AI agents to interact with live Shopify stores through Admin and Storef…
|
B 79 5⁄5 | ||||||||
| 1776 |
Enables AI image generation using FLUX models through ComfyUI with GPU accelera…
|
B 79 5⁄4 | ||||||||
| 1777 |
Open source implementation and extension of Google Research’s PaperBanana for a…
|
B 79 5⁄4 | ||||||||
| 1778 |
Math & statistics graphing, computation, visualization, and validation engine
|
B 79 5⁄4 | ||||||||
| 1779 |
|
B 79 5⁄4 | ||||||||
| 1780 |
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GP…
|
B 79 6⁄6 | ||||||||
| 1781 |
Security testing MCP server with 51 tools for penetration testing, network fore…
|
B 79 4⁄4 | ||||||||
| 1782 |
Enables LLMs to create and manage persistent, interactive shell sessions with f…
|
B 79 5⁄4 | ||||||||
| 1783 |
Google News integration with automatic topic categorization, multi-language sup…
|
B 79 5⁄5 | ||||||||
| 1784 |
copyright01
Claim
Copyright deposit API — protect code, text, and websites with Berne Convention …
|
B 79 6⁄6 | ||||||||
| 1785 |
MCP server for QuickBooks Online API integration
|
B 79 5⁄5 | ||||||||
| 1786 |
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
|
B 79 5⁄4 | ||||||||
| 1787 |
notion-mcp
Claim
A Model Context Protocol (MCP) server that integrates with Notion's API to mana…
|
B 79 5⁄5 | ||||||||
| 1788 |
Provides web search capabilities using Google Custom Search API, enabling users…
|
B 79 5⁄5 | ||||||||
| 1789 |
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
|
B 79 5⁄5 | ||||||||
| 1790 |
A connector for LLMs to work with collections and sources on your Zotero Cloud
|
B 79 5⁄5 | ||||||||
| 1791 |
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
|
B 79 5⁄5 | ||||||||
| 1792 |
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
|
B 79 5⁄5 | ||||||||
| 1793 |
ForeverVM
Claim
The sessionless code interpreter.
Securely run AI-generated code in stateful s…
|
B 79 5⁄5 | ||||||||
| 1794 |
Enables time tracking and reporting through Toggl Track integration with intell…
|
B 79 5⁄5 | ||||||||
| 1795 |
Provides symbolic reasoning capabilities by converting natural language logical…
|
B 79 5⁄5 | ||||||||
| 1796 |
A Model Context Protocol server that enables secure interaction with Microsoft …
|
B 79 5⁄5 | ||||||||
| 1797 |
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
|
B 79 5⁄5 | ||||||||
| 1798 |
A Model Context Protocol server that enables LLM agents to manage GitHub reposi…
|
B 79 5⁄5 | ||||||||
| 1799 |
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
B 79 4⁄4 | ||||||||
| 1800 |
Scaffold Python projects from YAML presets, augment existing projects with CI/t…
|
B 79 5⁄4 | ||||||||