AI & Machine Learning
8532 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1751 |
CozoDB Memory MCP Server
Local-first memory for Claude & AI agents with hybrid search, Graph-RAG, and ti…
|
68 | C | 84 | 40 | — | 56 | 95 | ||
| 1752 |
Quickchat AI MCP server
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
|
68 | C | 56 | 42 | — | 49 | 95 | ||
| 1753 |
cognitive-ai-memory
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
|
68 | C | 78 | 53 | — | 30 | 80 | ||
| 1754 |
DeepView MCP
A Model Context Protocol server that enables IDEs like Cursor and Windsurf to a…
|
68 | C | 73 | 41 | — | 51 | 80 | ||
| 1755 |
MCP Goodnews
A Model Context Protocol server that fetches and ranks positive news articles f…
|
68 | C | 51 | 57 | — | 70 | 81 | ||
| 1756 |
Umami Analytics MCP Server
Enhances Claude's capabilities by providing access to website analytics data fr…
|
68 | C | 78 | 65 | — | 37 | 80 | ||
| 1757 |
Bing Ads MCP Server
Production-grade MCP server for Microsoft Advertising (Bing Ads) API. Enables C…
|
68 | C | 63 | 63 | — | 50 | 63 | ||
| 1758 |
ServiceNow MCP Server
Enables Claude to interact with ServiceNow instances to manage incidents, servi…
|
68 | C | 72 | 67 | — | 46 | 81 | ||
| 1759 |
websearch-mcp
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
68 | C | 76 | 38 | — | 48 | 81 | ||
| 1760 |
imessage-mcp
A local MCP server that enables reading iMessage conversations and sending new …
|
68 | C | 72 | — | — | 27 | 95 | ||
| 1761 |
MCP File Reader
A local AI-powered file reader that connects a Python MCP server with Ollama's …
|
68 | C | 72 | — | — | 25 | 95 | ||
| 1762 |
memoryOSS
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
68 | C | 90 | — | — | 79 | 80 | ||
| 1763 |
Model Context Protocol Server
A server built with mcp-framework that allows users to extend Claude's capabili…
|
67 | C | 92 | 100 | — | 23 | 82 | ||
| 1764 |
MCP Sentry Analyzer
Integrates Sentry error monitoring with AI-powered analysis to automatically ca…
|
67 | C | 72 | 58 | — | 24 | 81 | ||
| 1765 |
Hatchet MCP Server
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
|
67 | C | 82 | 37 | — | 27 | 82 | ||
| 1766 |
Google Maps MCP Server
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
|
67 | C | 86 | 53 | — | 18 | 78 | ||
| 1767 |
QA Studio MCP Server
Enables interaction with QA Studio test management platform directly from Claud…
|
67 | C | 86 | 71 | — | 71 | 78 | ||
| 1768 |
mcp_sdk_petstore_api
A standalone MCP server that exposes Petstore API endpoints as tools for AI ass…
|
67 | C | 94 | 41 | — | 22 | 78 | ||
| 1769 |
Nano Banana MCP Server
An MCP server that enables image generation using Google's Gemini Nano Banana P…
|
67 | C | 69 | 60 | — | 30 | 76 | ||
| 1770 |
MCP Plugin Template
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
|
67 | C | 72 | — | — | 42 | 81 | ||
| 1771 |
Skills MCP Server
Exposes 1,334 skills as global MCP tools across Claude Desktop, VSCode, and Cur…
|
67 | C | 68 | — | — | 27 | 95 | ||
| 1772 |
Nano-Banana MCP Server
An MCP server that provides AI image generation and editing capabilities using …
|
67 | C | 69 | — | — | 47 | 81 | ||
| 1773 |
Raindrop MCP Server
An MCP server that allows Claude Desktop to access and manage Raindrop.io bookm…
|
67 | C | 67 | 43 | — | 43 | 80 | ||
| 1774 |
Claude Code Review MCP
An MCP server that provides code review functionality using OpenAI, Google, and…
|
67 | C | 57 | 58 | — | 49 | 81 | ||
| 1775 |
PAL MCP Server
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
|
67 | C | 96 | 40 | — | 70 | 81 | ||
| 1776 |
Minesweeper MCP Server
An MCP server that enables AI agents like Claude to play Minesweeper through na…
|
67 | C | 71 | 82 | — | 27 | 95 | ||
| 1777 |
jimeng4-mcp
An MCP server providing multi-modal generation tools based on Volcengine's Jime…
|
67 | C | 53 | 71 | — | 56 | 80 | ||
| 1778 |
YOURLS-MCP
A Model Control Protocol server that enables Claude Desktop to interact with yo…
|
67 | C | 96 | 43 | — | 34 | 81 | ||
| 1779 |
claudit-sec
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
|
67 | C | 58 | — | — | 45 | 95 | PO | |
| 1780 |
3D Cartoon Generator & File System MCP Server
Enables high-quality 3D-style cartoon image generation using Google Gemini AI a…
|
67 | C | 72 | 100 | — | 23 | 81 | ||
| 1781 |
MCP Clipboard Server
A high-performance server that provides clipboard access for AI assistants, spe…
|
67 | C | 70 | 33 | — | 49 | 92 | ||
| 1782 |
R2R FastMCP Server
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
|
67 | C | 84 | 46 | — | 27 | 77 | ||
| 1783 |
BlenderMCP
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
|
67 | C | 66 | 32 | — | 41 | 95 | ||
| 1784 |
chrome-devtools-mcp
An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Inte…
|
67 | C | 57 | 31 | — | 69 | 95 | ||
| 1785 |
MCP Unit Test Sensei
An MCP server that enforces unit testing standards by linting code and guiding …
|
67 | C | 63 | 50 | — | 39 | 83 | ||
| 1786 |
MCP News Server
Fetches, summarizes, and translates news headlines and articles using the News …
|
67 | C | 80 | — | — | 25 | 81 | ||
| 1787 |
unreal-mcp
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control…
|
67 | C | 78 | 43 | — | 22 | 92 | C | |
| 1788 |
Tmux MCP Server
Enables comprehensive tmux session management through MCP, allowing users to li…
|
67 | C | 66 | 33 | — | 37 | 95 | ||
| 1789 |
Screen View MCP
Enables AI assistants to capture and analyze screenshots using Claude Vision AP…
|
67 | C | 76 | 68 | — | 28 | 82 | ||
| 1790 |
Kronvex
Persistent memory API for AI agents — store, recall, and inject semantically-se…
|
67 | C | 60 | — | — | 62 | 81 | ||
| 1791 |
Delegation MCP
Intelligent routing layer that analyzes tasks and guides your AI agent to deleg…
|
67 | C | 60 | 91 | — | 46 | 95 | ||
| 1792 |
Proton-MCP
MCP server for the Proton privacy suite — Mail, Pass, Drive, Calendar, and VPN.…
|
67 | C | 57 | — | — | 48 | 95 | ||
| 1793 |
Wayland MCP Server
Enables AI assistants to automate Wayland desktop environments through screensh…
|
67 | C | 66 | 38 | — | 34 | 95 | ||
| 1794 |
gitingest-mcp
An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repo…
|
67 | C | 69 | 68 | — | 29 | 80 | ||
| 1795 |
Athena MCP
An MCP server that provides a reasoning sidekick for tool-using agents with a s…
|
67 | C | 75 | — | — | 35 | 81 | ||
| 1796 |
React MCP SPA
A React single-page application served as an MCP server that renders different …
|
67 | C | 78 | — | — | 30 | 81 | ||
| 1797 |
Worksona MCP Server
Integrates 100+ specialized AI agents with Claude Desktop, providing automated …
|
67 | C | 92 | 30 | — | 29 | 90 | ||
| 1798 |
DocuMCP
An MCP server that enables Claude to generate, search, and manage documentation…
|
67 | C | 69 | 58 | — | 26 | 81 | ||
| 1799 |
MCP Windows
Windows integration MCP server that enables Claude to interact with Windows sys…
|
67 | C | 68 | 30 | — | 44 | 95 | ||
| 1800 |
cc-equity-research
Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's…
|
67 | C | 58 | — | — | 45 | 95 |