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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

ReGenNexus UAP

7

A universal adapter protocol and MCP server designed to control and orchestrate hardware including robots, IoT devices, and microcontrollers like Raspberry Pi and Arduino via AI agents.

Amazon MCP Server

7

A tool that enables LLMs to search for Amazon products and scrape detailed information like price, ratings, and descriptions without requiring API keys.

2 tools

GeneOntology-MCP-Server

7

A specialized MCP server for accessing Gene Ontology (GO) data, enabling AI systems to perform functional enrichment studies, gene annotation research, and hierarchical ontology navigation.

4 tools

thegraph-mcp

7

An MCP server that powers AI agents with indexed blockchain data from The Graph.

2 tools

FitBit MCP Server

7

An MCP server that connects to FitBit API using a token obtained from OAuth flow.

16 tools

Cook Recipe Collection

7

A food and cocktail recipe collection server providing access to over 200 searchable recipes and meal suggestions based on ingredients.

Daemonize

7

MCP (Model Context Protocol) Server. Enables AI agents to manage long-running development servers by providing tools to start, monitor, stop, and debug processes like Vite or Next.js without manual terminal handling.

4 tools

RedNote (Xiaohongshu)

7

MCP (Model Context Protocol) Server. Provides a bridge to Xiaohongshu (Red Note) social media platform for retrieving note details, analyzing trends, and monitoring content without manual browsing.

MCP Host CLI

7

A Node.js based MCP Host application that acts as a gateway to manage and interact with multiple MCP servers simultaneously via a unified HTTP API.

DevEnvInfoServer

7

MCP (Model Context Protocol) Server. Gathers detailed development environment data to enhance context-aware assistance in code editors, enabling tailored coding suggestions and environment-specific troubleshooting.

shellguard

7

MCP server that gives LLM agents read-only shell access over SSH

npm-helper-mcp

7

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

10 tools

Mallory MCP Server

7

A robust Model Control Protocol server that enables AI agents to access real-time cyber threat intelligence and detailed information about vulnerabilities, threat actors, malware, and other cyber-security entities.

Skill Vision Control (SVC)

7

A version control and management system for MCP skills that supports update detection, parallel version testing, and smart merging of custom modifications with official updates.

9 tools

Together AI Image Generation

7

MCP (Model Context Protocol) Server. Integrates with Together AI's image generation models to create custom images based on text prompts, dimensions, and output settings.

1 tool

Hint-Services-obsidian-github-mcp

7

A specialized MCP server that connects AI assistants to Obsidian vaults hosted on GitHub, enabling file retrieval, advanced content searching, and project evolution tracking.

4 tools

AI Hub

7

A unified MCP server that provides access to over 100 AI providers like OpenAI, Anthropic, and Google through LiteLLM integration, featuring tools for chatting and model discovery.

3 tools

Baidu Search

7

MCP (Model Context Protocol) Server. Integrates with Baidu Search to enable web searches, result retrieval, and information extraction from China's largest search engine, providing access to Chinese language content and resources behind the Great Firewall.

1 tool

MercadoPago

7

This MCP server provides searchable access to Mercado Pago's developer documentation, including integration guides and API references across multiple Latin American markets and languages.

1 tool

Conceal

7

A specialized MCP proxy server that automatically detects and pseudo-anonymizes personally identifiable information (PII) in real-time using regex and LLMs, ensuring privacy compliance while maintaining data semantic integrity.

Things MCP

7

A robust integration that enables Claude to manage Things 3 on macOS via AppleScript and URL schemes, supporting full task lifecycle management from creation to archiving.

20 tools

claude-team

7

A specialized MCP server for orchestrating multiple parallel Claude Code sessions via iTerm2. It enables multi-pane task management with features like git worktree isolation, automated messaging, and status monitoring across a 'team' of agents.

13 tools

Sumo Logic

7

MCP (Model Context Protocol) Server. Integrates with the Sumo Logic API to perform log searches, enabling custom queries and analysis of log data for troubleshooting, monitoring, and generating insights from application logs.

1 tool

Eyevinn Open Source Cloud

7

This MCP server enables AI assistants to provision and manage vendor-independent cloud infrastructure, specifically focusing on MinIO storage bucket management and local file interactions.

3 tools

Project Handoffs

7

MCP (Model Context Protocol) Server. Coordinates workflows across multiple sessions or models to maintain context and enable seamless handoffs for complex, multi-stage processes.

8 tools

UCAI

7

A tool that automatically generates MCP servers from smart contract ABIs, enabling AI agents to interact with any EVM-compatible blockchain contract.

7 tools

vidcap-mcp-server

Needs Setup
7

A robust MCP server proxy for the VidCap YouTube API, enabling AI assistants to search videos, retrieve metadata, extract transcripts, generate AI summaries, and capture specific video screenshots.

8 tools

Halo

7

A comprehensive MCP server enabling AI assistants to manage Halo blogs through natural language, covering post creation, category/tag organization, and automated AI writing workflows.

30 tools

arxiv-mcp-server

7

An MCP server for arXiv that enables AI assistants to search, analyze, and summarize academic papers while providing citation insights and multi-format exports like BibTeX and JSON.

3 tools

mcp-ai-agent

7

AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.

7 tools