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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

RSS3

3

A specialized MCP server that integrates with the RSS3 API to provide real-time access to open web data across decentralized chains, social media platforms, and the RSS3 network.

Vapi Voice AI

3

MCP (Model Context Protocol) Server. Integrates Vapi's voice AI capabilities with code editors, enabling outbound calls, voice assistant management, and conversation transcript retrieval for automated customer outreach and support interactions.

3 tools

mcp-inspector

3

A specialized MCP server for Nette Framework introspection, allowing AI agents to analyze DI containers, database schemas, and application routing. It provides deep visibility into Nette internals to assist with debugging, architecture analysis, and code generation.

8 tools

YouTube Playlist Transcripts

3

MCP (Model Context Protocol) Server. Fetches and indexes YouTube playlist transcripts for quick search through vector embeddings, enabling efficient content discovery without watching hours of video.

Apollo IO MCP Server

3

apollo.io mcp server. Get/enrich contact data for people and organizations agentically.

7 tools

Xingchen Workflow Orchestration

3

MCP (Model Context Protocol) Server. Bridges AI assistants with iFlytek's workflow orchestration system, enabling complex business automation tasks through configurable sequential, parallel, loop, and nested execution modes.

Dify Workflows

3

MCP (Model Context Protocol) Server. Enables dynamic tool discovery and execution across multiple Dify AI applications by automatically loading application configurations and converting input parameters to JSON schemas for robust workflow management.

whazaa

Needs Setup
3

WhatsApp MCP server for Claude Code — talk to Claude from your phone via WhatsApp self-chat

Warpcast

3

MCP (Model Context Protocol) Server. Integrates with Warpcast to enable posting, reading, searching, and managing interactions on the Farcaster social network for automated content curation and trend analysis.

9 tools

The Verge News

3

MCP (Model Context Protocol) Server. Integrates with The Verge's RSS feed to provide up-to-date technology news, offering tools for fetching daily and weekly updates and searching specific topics within customizable time ranges.

3 tools

WebMiliastra Nodes Editor

3

A specialized MCP server for managing WebMiliastra node graph documents and projects, facilitating the creation, validation, and storage of graph JSON files.

FIWARE Context Broker

3

MCP (Model Context Protocol) Server. Bridges AI assistants with FIWARE Context Brokers, enabling natural language interaction with IoT data for querying, publishing, and updating information in NGSI-LD format.

3 tools

Pinchwork MCP Server

3

MCP server for Pinchwork - an agent-to-agent task marketplace with credits-based economy

xk6-infobip-mcp

3

A k6 extension that enables performance and load testing of MCP servers by providing a JavaScript API to create clients and call tools.

claude-concilium

3

Multi-agent AI consultation framework for Claude Code via MCP — get second opinions from OpenAI, Gemini, Qwen, DeepSeek

Braintree

3

Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely.

2 tools

subcog

3

Subcog is a persistent memory system for AI coding assistants that captures decisions and context using hybrid semantic search and Git-based persistence.

23 tools

Baidu Search

3

A headless browser-based proxy that integrates Baidu AI Search into AI applications, providing automated web content extraction from the Chinese internet via the Model Context Protocol.

1 tool

xcode-mcp

3

MCP server for Xcode - enables AI assistants to create, build, test, and manage iOS/macOS projects programmatically

Travel

3

A travel-focused MCP server providing searchable flight and hotel data based on IATA codes and city lookups through static JSON datasets.

2 tools

Begagnad (Swedish Second-Hand Marketplaces)

3

A specialized MCP server for searching Sweden's largest second-hand marketplaces, Blocket and Tradera, providing unified data for price comparison and market research.

5 tools

Minecraft Bot Control

3

A sophisticated Minecraft bot controller that enables AI agents to interact with the game world using 30+ verified skills including mining, crafting, combat, and advanced structural building.

32 tools

medical-billing-mcp

3

Open-source MCP server providing medical billing knowledge (ICD-10, CPT, denial codes) for AI assistants

Download Tools (ComfyUI)

3

A toolset for ComfyUI that integrates gallery-dl and yt-dlp to download media from over 1000 platforms including Instagram, YouTube, and TikTok with support for authentication and resolution filtering.

mcp-web-scrape

3

🚀 mcp-web-scrape — Clean, cache-aware web content fetcher for AI agents. Fetch any URL → extract readable content → return Markdown/JSON with citations. ⚡ Fast caching, 🤝 robots.txt compliant, 📝 Markdown-ready output, �� works with ChatGPT/Claude Desktop.

48 tools

memex

3

A session history management system for Claude Code that provides automatic backups, full-text search, and semantic retrieval of conversation history via the MCP protocol.

4 tools

SolarWinds Observability Logs

3

A specialized MCP server for SolarWinds Observability that enables searching and visualizing log data with advanced filtering and histogram generation for DevOps monitoring.

2 tools

civo-mcp

3

A comprehensive MCP server for managing Civo cloud infrastructure, enabling direct control over instances, networks, and Kubernetes clusters through the Civo API.

19 tools

MCP Jira Server

3

A robust MCP server designed for self-hosted Jira instances that uses Personal Access Token (PAT) authentication to perform comprehensive issue management, status transitions, and project oversight.

12 tools

US Legal

3

A comprehensive legal research tool that integrates with Congress.gov, the Federal Register, and CourtListener to provide searchable access to bills, regulations, and court opinions directly within AI workflows.

8 tools