AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
arXiv MCP Server
A specialized MCP server for searching and retrieving academic papers from arXiv, offering advanced filtering, metadata extraction, and full-text content via Jina Reader.
Nerdearla Conference
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.
GNU Debugger (GDB)
An MCP server integrated directly into GDB that allows AI models to execute arbitrary debugger commands and inspect program state through an SSE connection.
Google Photos MCP Server
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.
Gmail
A Google Apps Script powered MCP server that enables Claude to search Gmail messages, retrieve full email content, and download attachments.
mcp-code-checker
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.
Substrate Blockchain
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.
Nebius MCP Server
The Nebius MCP Server enables AI agents to manage Nebius cloud infrastructure by retrieving service documentation and executing CLI commands for resource management.
Tasks Organizer
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.
Novita AI GPU Cloud
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.
Quant2Ptrader-MCP
An MCP server that automates the conversion of JoinQuant quantitative trading strategies to the Ptrade platform format by mapping APIs and generating detailed reports.
chatgpt-app-typescript-template
ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context Protocol (MCP), with a Node.js server and React widgets.
mcpdog
🐕 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
A gateway server that provides access to Alibaba Cloud OpenSearch specialized services, including AI Search and Vector Search capabilities for AI agents.
SEO Checker
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.
Foursquare
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
A Twilio-powered MCP server that enables AI assistants to send SMS and MMS messages with built-in support for haikus and greeting prompts.
SuperAgent
An orchestration MCP server that executes Codex, Gemini, and Continue CLI agents in parallel across multiple directories using specialized programming personas.
proxy-base-agent
A stateful agent with 100% reliable tool use. Build custom agents on any LLM with guaranteed state consistency.
AlsoAsked
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.
ClaudeKeep (Notes)
A personal knowledge management MCP server that allows users to save, organize, and share Claude conversations through a dedicated web application.
Adobe Illustrator
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
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.
AMP (Agent Memory Protocol)
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
A Model Context Protocol server that integrates with Kibela, allowing AI assistants to search, read, create, and update organizational notes and documentation.
mcp-server-subagent
MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)
gh-mcp
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
From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human
Gemini Nanobanana (Image Generation)
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
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.