AI & Machine Learning
5573 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1651 |
Umami Analytics MCP Server
Enhances Claude's capabilities by providing access to website analytics data fr…
|
68 | C | 78 | 65 | — | 37 | 80 | ||
| 1652 |
indiamart-mcp-server
Claude AI for IndiaMART leads - fetch, search, sync and track pipeline.
|
68 | C | 54 | — | — | 56 | 95 | ||
| 1653 |
Databricks MCP Server
A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…
|
68 | C | 66 | 82 | — | 25 | 95 | ||
| 1654 |
Code Summarizer MCP
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code…
|
68 | C | 72 | 72 | — | 24 | 81 | ||
| 1655 |
tech-collector-mcp
Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Ha…
|
68 | C | 72 | 67 | — | 24 | 81 | ||
| 1656 |
AbletonMCP
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
|
68 | C | 66 | 35 | — | 48 | 90 | ||
| 1657 |
MemoVault
A personal memory system that provides AI assistants with long-term memory capa…
|
68 | C | 60 | 55 | — | 51 | 82 | ||
| 1658 |
Salesforce MCP Server
A comprehensive server that transforms Claude Desktop into a Salesforce IDE for…
|
68 | C | 78 | 63 | — | 43 | 80 | ||
| 1659 |
Gemini Search MCP
Enables AI-powered web searches using Google's Gemini 2.5 models with Google Se…
|
68 | C | 54 | 71 | — | 35 | 81 | ||
| 1660 |
MCP Framework
A middleware system that connects large language models (LLMs) with various too…
|
68 | C | 78 | 68 | — | 34 | 81 | ||
| 1661 |
Dynamic MCP Server
Creates custom MCP servers from JSON configuration files that can execute AI-po…
|
68 | C | 78 | 57 | — | 68 | 90 | ||
| 1662 |
fast-filesystem-mcp
Advanced filesystem operations with large file handling capabilities and Claude…
|
68 | C | 100 | 60 | — | 69 | 87 | ||
| 1663 |
open-claude-in-chrome
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any …
|
68 | C | 72 | — | — | 25 | 95 | ||
| 1664 |
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 | ||
| 1665 |
multi-gmail-mcp
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, …
|
68 | C | 78 | — | — | 31 | 83 | ||
| 1666 |
Wordware MCP Server
A Model Context Protocol server implementation that integrates Wordware flows a…
|
68 | C | 77 | 35 | — | 40 | 95 | ||
| 1667 |
Gemini Docs MCP Server
Provides tools to search and retrieve Google Gemini API documentation with full…
|
68 | C | 66 | 33 | — | 59 | 92 | ||
| 1668 |
MCP Chat
A command-line interface application that enables interactive chat with AI mode…
|
68 | C | 66 | 50 | — | 21 | 95 | ||
| 1669 |
Gemini Agent MCP Server
Provides tools for managing todo lists, checking weather, and accessing user in…
|
68 | C | 78 | — | — | 34 | 81 | ||
| 1670 |
Gemini Agent MCP Server
Provides tools for managing todo lists, checking weather, and accessing user in…
|
68 | C | 78 | 41 | — | 35 | 80 | ||
| 1671 |
MCP Reminders
A simple system that allows Claude to leave and manage notes for itself across …
|
68 | C | 84 | 75 | — | 26 | 95 | ||
| 1672 |
BrowserTools MCP
A browser monitoring and interaction tool that enables AI applications to captu…
|
68 | C | 60 | 43 | — | 45 | 95 | ||
| 1673 |
mcp-search-linkup
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
|
68 | C | 80 | 22 | — | 68 | 81 | ||
| 1674 |
AskUserQuestionPlus
A MCP server (Streamable HTTP) for asking user questions via a web interface, i…
|
68 | C | 63 | 28 | — | 70 | 95 | HT | |
| 1675 |
imagegen-mcp
MCP server that wraps OpenAI's image generation and editing APIs, enabling text…
|
68 | C | 57 | 66 | — | 28 | 95 | ||
| 1676 |
media-gen-mcp
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
68 | C | 73 | 72 | — | 55 | 67 | ||
| 1677 |
Bluetooth MCP Server
A ModelContextProtocol server that enables Claude AI to detect and scan nearby …
|
68 | C | 80 | 61 | — | 38 | 83 | ||
| 1678 |
Adaptive Memory Graph
Persistent memory for Claude via weighted, interconnected knowledge nodes.
|
68 | C | 66 | 41 | — | 47 | 92 | ||
| 1679 |
estudIA-MCP
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
|
68 | C | 70 | 66 | — | 22 | 81 | ||
| 1680 |
MCP Server Boilerplate
A starter template for building MCP (Model Context Protocol) servers that integ…
|
68 | C | 54 | 100 | — | 26 | 95 | ||
| 1681 |
Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonom…
|
68 | C | 58 | — | — | 50 | 95 | ||
| 1682 |
Philips Hue MCP Server
A Model Context Protocol interface that enables AI assistants like Claude to co…
|
68 | C | 60 | 37 | — | 54 | 92 | ||
| 1683 |
gmail-mcp
A minimal MCP server that enables Claude to search, read, and manage Gmail mess…
|
68 | C | 72 | — | — | 45 | 81 | ||
| 1684 |
Roam Research MCP Server
A Model Context Protocol server that enables Claude Desktop to read from and wr…
|
68 | C | 39 | 82 | — | 23 | 95 | ||
| 1685 |
SwaggerMcp
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
|
68 | C | 78 | 72 | — | 42 | 81 | ||
| 1686 |
MCP Knowledge Base Server
Enables semantic search and document management with support for text, PDF, and…
|
68 | C | 60 | 68 | — | 24 | 81 | ||
| 1687 |
minimal-mcp-server
A minimal MCP server implementation designed for learning how to integrate tool…
|
68 | C | 60 | 100 | — | 30 | 95 | ||
| 1688 |
FilesystemMCP
A local, customizable MCP server for filesystem access that extends the officia…
|
68 | C | 78 | 61 | — | 35 | 89 | ||
| 1689 |
Clockify Master MCP
Integrates Clockify time tracking directly into Claude Desktop, enabling users …
|
68 | C | 78 | 68 | — | 34 | 81 | ||
| 1690 |
SAP Ariba MCP Server
Exposes 48 SAP Ariba APIs as Claude-compatible tools for managing procurement, …
|
68 | C | 78 | — | — | 33 | 81 | ||
| 1691 |
ChatGPT Apps SDK Next.js Starter
A minimal MCP server demonstrating how to build ChatGPT-compatible applications…
|
68 | C | 66 | 67 | — | 27 | 82 | ||
| 1692 |
websearch-mcp
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
68 | C | 76 | 38 | — | 48 | 81 | ||
| 1693 |
mcp-doctor
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
68 | C | 72 | 25 | — | 72 | 80 | ||
| 1694 |
imessage-mcp
A local MCP server that enables reading iMessage conversations and sending new …
|
68 | C | 72 | — | — | 27 | 95 | ||
| 1695 |
Knowledge Base MCP Server
A zero-dependency MCP server that provides a persistent personal knowledge base…
|
68 | C | 78 | 33 | — | 27 | 95 | ||
| 1696 |
Alpaca MCP Server
Enables natural language trading operations through Alpaca's Trading API, suppo…
|
68 | C | 72 | 43 | — | 42 | 81 | ||
| 1697 |
SEOforGPT MCP Server
Enables AI-driven brand visibility monitoring and SEO project management via th…
|
68 | C | 78 | — | — | 35 | 81 | ||
| 1698 |
unity-mcp-plugin
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
68 | C | 54 | — | — | 56 | 95 | ||
| 1699 |
Loc Knowledge Graph Memory Server
Enables Claude to remember information about users across chats using a persist…
|
68 | C | 78 | 50 | — | 29 | 81 | ||
| 1700 |
MCP Seat Reservation Server
Enables comprehensive office seat reservation management including viewing avai…
|
68 | C | 72 | 55 | — | 21 | 81 |