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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

arXiv MCP Server

12

A specialized MCP server for searching and retrieving academic papers from arXiv, offering advanced filtering, metadata extraction, and full-text content via Jina Reader.

6 tools

Nerdearla Conference

12

A specialized MCP server for the Nerdearla 2025 conference that provides real-time access to event schedules, speaker details, and session recommendations via web scraping and smart caching.

7 tools

GNU Debugger (GDB)

12

An MCP server integrated directly into GDB that allows AI models to execute arbitrary debugger commands and inspect program state through an SSE connection.

1 tool

Google Photos MCP Server

12

A comprehensive MCP server that enables AI assistants to search, browse, and retrieve metadata and images from Google Photos, featuring content-based filtering and approximate location extraction.

7 tools

Gmail

12

A Google Apps Script powered MCP server that enables Claude to search Gmail messages, retrieve full email content, and download attachments.

3 tools

mcp-code-checker

12

An MCP server for automated Python code quality analysis that integrates pylint, pytest, and mypy to provide AI assistants with structured feedback and repair suggestions.

4 tools

Substrate Blockchain

12

MCP (Model Context Protocol) Server. Enables direct interaction with Substrate blockchain networks for querying account balances, accessing storage, submitting transactions, and retrieving blockchain data with optional transaction signing capabilities.

13 tools

Nebius MCP Server

12

The Nebius MCP Server enables AI agents to manage Nebius cloud infrastructure by retrieving service documentation and executing CLI commands for resource management.

4 tools

Tasks Organizer

12

An MCP server that converts Cursor agent plans into organized Markdown task lists, supporting task tracking, status updates, and automated repository management via a dedicated .tasks folder.

6 tools

Novita AI GPU Cloud

12

A specialized MCP server for managing Novita AI GPU cloud resources, enabling the creation, monitoring, and control of GPU instances and storage directly through AI assistants.

20 tools

Quant2Ptrader-MCP

12

An MCP server that automates the conversion of JoinQuant quantitative trading strategies to the Ptrade platform format by mapping APIs and generating detailed reports.

1 tool

chatgpt-app-typescript-template

12

ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context Protocol (MCP), with a Node.js server and React widgets.

1 tool

mcpdog

12

🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers through a single interface. Perfect for Claude Desktop, Claude Code, Cursor, Gemini CLI & AI assistants. Web dashboard, auto-detection, unified proxy layer.

Alibaba Cloud OpenSearch

12

A gateway server that provides access to Alibaba Cloud OpenSearch specialized services, including AI Search and Vector Search capabilities for AI agents.

SEO Checker

12

A professional-grade SEO audit server that provides deep technical and content analysis for websites, generating detailed scores and actionable recommendations to improve search engine visibility.

3 tools

Foursquare

12

A Model Context Protocol server that integrates the Foursquare Places API to provide AI agents with detailed global location data, high-accuracy geotagging, and rich metadata for over 100 million places.

Twilio SMS

12

A Twilio-powered MCP server that enables AI assistants to send SMS and MMS messages with built-in support for haikus and greeting prompts.

1 tool

SuperAgent

12

An orchestration MCP server that executes Codex, Gemini, and Continue CLI agents in parallel across multiple directories using specialized programming personas.

4 tools

proxy-base-agent

12

A stateful agent with 100% reliable tool use. Build custom agents on any LLM with guaranteed state consistency.

AlsoAsked

12

MCP (Model Context Protocol) Server. Integrates with Google's AlsoAsked API to retrieve hierarchical "People Also Ask" question data for SEO research and content optimization with configurable language, region, depth, and freshness parameters.

3 tools

ClaudeKeep (Notes)

12

A personal knowledge management MCP server that allows users to save, organize, and share Claude conversations through a dedicated web application.

2 tools

Adobe Illustrator

12

MCP (Model Context Protocol) Server. Enables AI to manipulate Adobe Illustrator documents with tools for text styling, image placement, shape drawing, and element organization through ExtendScript communication

prompts.chat-mcp

12

A tool that allows users to search, retrieve, and save AI prompts from the prompts.chat library directly within AI coding assistants, featuring full variable substitution support.

3 tools

AMP (Agent Memory Protocol)

12

A persistent local memory server for AI agents that provides episodic and semantic storage with a visual dashboard. It allows agents to retain context across sessions using a 3-layer brain architecture comprising short-term, long-term, and graph-based memory.

Kibela

12

A Model Context Protocol server that integrates with Kibela, allowing AI assistants to search, read, create, and update organizational notes and documentation.

6 tools

mcp-server-subagent

12

MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)

8 tools

gh-mcp

12

A GitHub CLI extension that seamlessly runs the github-mcp-server in Docker using your existing gh authentication. Eliminates manual PAT setup by automatically retrieving GitHub credentials and launching the MCP server with proper authentication.

automagik-tools

12

From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human

5 tools

Gemini Nanobanana (Image Generation)

12

A text-to-image generation server for Claude that utilizes Google's Gemini 2.5 Flash API to create, edit, compose, and style images with automatic file saving.

ContextStream MCP Server

Needs Setup
12

A shared memory and intelligence layer for AI development that provides semantic code search, dependency graph analysis, and persistent session context across various AI tools.

13 tools