AI & Machine Learning
8718 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1701 |
smart-search
A local-first MCP server that enables semantic search over PDF and DOCX documen…
|
68 | C | 82 | 33 | — | 27 | 94 | ||
| 1702 |
SwaggerMcp
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
|
68 | C | 78 | 72 | — | 42 | 81 | ||
| 1703 |
WOOFi Pro MCP Server
Provides a suite of 40 comprehensive trading tools for managing WOOFi Pro and O…
|
68 | C | 66 | 70 | — | 52 | 82 | ||
| 1704 |
MCP Reminders
A simple system that allows Claude to leave and manage notes for itself across …
|
68 | C | 84 | 75 | — | 26 | 95 | ||
| 1705 |
websearch-mcp
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
68 | C | 76 | 38 | — | 48 | 81 | ||
| 1706 |
cordum
The open agent control plane. Govern autonomous AI agents with pre-execution po…
|
68 | C | 54 | — | — | 76 | 81 | ||
| 1707 |
mcp-doctor
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
68 | C | 72 | 25 | — | 72 | 80 | ||
| 1708 |
memoryOSS
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
68 | C | 90 | — | — | 79 | 80 | ||
| 1709 |
Aider MCP Server
A Model Context Protocol server that connects Claude and other MCP clients to A…
|
68 | C | 69 | 56 | — | 43 | 80 | ||
| 1710 |
firewalla-mcp-server
A read-only MCP server that enables Claude to audit Firewalla network security …
|
68 | C | 72 | — | — | 44 | 81 | ||
| 1711 |
Gemini Agent MCP Server
Provides tools for managing todo lists, checking weather, and accessing user in…
|
68 | C | 78 | — | — | 34 | 81 | ||
| 1712 |
media-gen-mcp
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
68 | C | 73 | 72 | — | 55 | 67 | ||
| 1713 |
AbletonMCP
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
|
68 | C | 66 | 35 | — | 48 | 90 | ||
| 1714 |
Philips Hue MCP Server
A Model Context Protocol interface that enables AI assistants like Claude to co…
|
68 | C | 60 | 37 | — | 54 | 92 | ||
| 1715 |
PR Review MCP Server
Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-a…
|
68 | C | 64 | 41 | — | 45 | 92 | ||
| 1716 |
Quickchat AI MCP server
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
|
68 | C | 56 | 42 | — | 49 | 95 | ||
| 1717 |
Scrapbox AI Assistant
Enables AI-powered knowledge management and creative support by connecting Scra…
|
68 | C | 88 | 65 | — | 39 | 95 | ||
| 1718 |
minimal-mcp-server
A minimal MCP server implementation designed for learning how to integrate tool…
|
68 | C | 60 | 100 | — | 30 | 95 | ||
| 1719 |
Knowledge Base MCP Server
A zero-dependency MCP server that provides a persistent personal knowledge base…
|
68 | C | 78 | 33 | — | 27 | 95 | ||
| 1720 |
MCP Server with LLM Integration
Enables chat with multiple LLM providers (OpenAI and Anthropic) while maintaini…
|
68 | C | 84 | 53 | — | 23 | 76 | ||
| 1721 |
MCP ChatGPT Multi-Server Suite
A comprehensive suite of four MCP servers providing real-time stock market data…
|
68 | C | 96 | 25 | — | 30 | 81 | ||
| 1722 |
Alpaca MCP Server
Enables natural language trading operations through Alpaca's Trading API, suppo…
|
68 | C | 72 | 43 | — | 42 | 81 | ||
| 1723 |
Git Auto Commit MCP Server
Analyzes git changes in repositories and generates conventional commit messages…
|
68 | C | 70 | 62 | — | 43 | 71 | ||
| 1724 |
Boring Gemini
An autonomous AI development agent that enables full-stack coding, automated ve…
|
68 | C | 70 | 37 | — | 87 | 81 | ||
| 1725 |
Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonom…
|
68 | C | 58 | — | — | 50 | 95 | ||
| 1726 |
Codex JetBrains MCP
Enables Codex to retrieve the currently selected file, line numbers, and code s…
|
68 | C | 54 | — | — | 57 | 95 | ||
| 1727 |
Zotero MCP Server
Enables semantic search and management of Zotero reference libraries using Post…
|
68 | C | 84 | 38 | — | 42 | 82 | ||
| 1728 |
dVersum MCP Server
Official MCP server for the dVersum business management API. Lets AI assistants…
|
68 | C | 76 | 68 | — | 36 | 83 | ||
| 1729 |
Wordware MCP Server
A Model Context Protocol server implementation that integrates Wordware flows a…
|
68 | C | 77 | 35 | — | 40 | 95 | ||
| 1730 |
ChatGPT Apps SDK Next.js Starter
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
|
68 | C | 66 | 67 | — | 27 | 82 | ||
| 1731 |
Gemini MCP Server for Claude Code
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
|
68 | C | 60 | 45 | — | 62 | 81 | ||
| 1732 |
BlenderMCP
Enables Claude AI to directly control Blender for automated 3D modeling, scene …
|
68 | C | 82 | 75 | — | 30 | 74 | ||
| 1733 |
Interactive Feedback MCP
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
68 | C | 54 | 58 | — | 40 | 95 | ||
| 1734 |
LMStudio-MCP
A bridge that allows Claude to communicate with locally running LLM models via …
|
68 | C | 60 | 41 | — | 51 | 92 | ||
| 1735 |
gmail-mcp
A minimal MCP server that enables Claude to search, read, and manage Gmail mess…
|
68 | C | 72 | — | — | 45 | 81 | ||
| 1736 |
Loc Knowledge Graph Memory Server
Enables Claude to remember information about users across chats using a persist…
|
68 | C | 78 | 50 | — | 29 | 81 | ||
| 1737 |
Naver Search Docs MCP Server
Searches for official documentation using Naver Search API and filters results …
|
68 | C | 80 | 53 | — | 26 | 78 | ||
| 1738 |
Weather & WordPress MCP Server
An integration tool that allows users to fetch weather alerts/forecasts from th…
|
68 | C | 64 | 58 | — | 28 | 82 | ||
| 1739 |
Umami Analytics MCP Server
Enhances Claude's capabilities by providing access to website analytics data fr…
|
68 | C | 78 | 65 | — | 37 | 80 | ||
| 1740 |
Zikkaron
Biologically-inspired persistent memory engine for Claude Code MCP agents
|
68 | C | 66 | 28 | — | 68 | 95 | ||
| 1741 |
imagegen-mcp
MCP server that wraps OpenAI's image generation and editing APIs, enabling text…
|
68 | C | 57 | 66 | — | 28 | 95 | ||
| 1742 |
FastAPI MCP Demo Server
A demonstration MCP server built with FastAPI that provides basic mathematical …
|
68 | C | 74 | 41 | — | 21 | 94 | ||
| 1743 |
cognitive-ai-memory
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
|
68 | C | 78 | 53 | — | 30 | 80 | ||
| 1744 |
MCP
A command-line tool that provides access to US weather data through a client-se…
|
68 | C | 72 | — | — | 43 | 81 | ||
| 1745 |
MCP Seat Reservation Server
Enables comprehensive office seat reservation management including viewing avai…
|
68 | C | 72 | 55 | — | 21 | 81 | ||
| 1746 |
Ndlovu Code Reviewer
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
68 | C | 76 | 87 | — | 26 | 95 | ||
| 1747 |
MCP File Reader
A local AI-powered file reader that connects a Python MCP server with Ollama's …
|
68 | C | 72 | — | — | 25 | 95 | ||
| 1748 |
MCP MITM Mem0
Intercepts Claude conversations via MITM proxy and stores them in Mem0, enablin…
|
68 | C | 66 | 63 | — | 26 | 81 | ||
| 1749 |
MemoVault
A personal memory system that provides AI assistants with long-term memory capa…
|
68 | C | 60 | 55 | — | 51 | 82 | ||
| 1750 |
ticktick-mcp
MCP server for TickTick using the official OAuth 2.0 API. Create, list, update,…
|
68 | C | 61 | — | — | 61 | 81 |