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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCPPentestBOT

Enables AI assistants to perform authorized security testing and penetration testing operations including SSL/TLS analysis, port scanning, vulnerability scanning, and HTTP security header audits through natural language interactions.

Appium MCP Server

Enables AI-powered mobile app testing and automation through Appium, using Azure OpenAI to intelligently navigate mobile applications and generate test cases.

Resume Filter MCP Server

Enables AI assistants to intelligently fetch, parse, search, and rank resumes from email attachments. Supports multi-format resume parsing (PDF, DOC, DOCX), multi-dimensional searching by keywords, position, skills, and experience, with statistical analysis capabilities.

memdata

Persistent memory for AI agents. Store context, retrieve it semantically.

Jira Stories MCP Server

Connects Jira projects to AI assistants, enabling natural language queries to view, search, and filter stories with real-time access to descriptions, comments, status, and metadata without leaving your development environment.

DeBank MCP Server

Enables querying DeFi data through DeBank API, including wallet balances, token prices, NFT collections, protocol positions, transaction history, gas prices, and security analysis across 93+ blockchains through natural language.

E*TRADE MCP Server

Provides access to E\*TRADE's Market API for retrieving real-time stock quotes, looking up securities, and analyzing option chains with strikes and expirations.

Weather Query MCP

A simple MCP service that allows users to query weather conditions for cities worldwide through the Cursor AI assistant.

Telegram

A robust MCP server that enables AI assistants to interface with Telegram for chat management, message automation, and AI-driven conversation summarization.

16 tools

SketchupMCP

Enables direct interaction and control of SketchUp through Claude AI using the Model Context Protocol and a TCP socket connection. It allows for prompt-assisted 3D modeling, component manipulation, and the execution of arbitrary Ruby code within the SketchUp environment.

Youth Activity Information MCP Server

Enables access to South Korea's Ministry of Gender Equality and Family youth activity information through public data API, supporting regional searches, keyword filtering, and activity discovery for youth programs.

thought-chain-mcp

Thought Chain MCP - A Model Context Protocol server for implementing advaced thought chain reasoning and sequential processing

Zen MCP Server

Orchestrates multiple AI models (Gemini, OpenAI, Claude, local models) within a single conversation context, enabling collaborative workflows like multi-model code reviews, consensus building, and CLI-to-CLI bridging for specialized tasks.

Pacuare MCP Server

Enables executing SQL queries against the Pacuare database with secure API token authentication, supporting data retrieval, mathematical operations, and aggregations through natural language.

Medium MCP Server

Enables AI assistants to interact with Medium's platform for publishing, updating, and managing articles and drafts through OAuth 2.0 authentication with automatic retry logic and rate limit handling.

Strands MCP Server

Bidirectional MCP integration that allows Strands agents to both expose themselves as MCP servers and connect to other MCP servers as clients, enabling seamless agent-to-agent communication and tool sharing.

McpMux

McpMux — configure MCP servers once, connect every AI client through one local gateway.

mcp

Build and publish websites through AI conversation.

LexLink Korean Law MCP Server

Enables searching and retrieving Korean legal information including laws, court precedents, legal interpretations, and local ordinances from the Korean National Law Information Center API with intelligent search ranking.

XEM Email MCP Server

Enables interaction with the XEM Email API to send emails, manage campaigns, and organize contact lists. It supports features like HTML content, scheduling, template management, and bulk contact imports from CSV files.

trip-planner

AI-native trip planning with flights, activities, accommodations, tasks, and maps.

ImmoStage Virtual Staging

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

Task MCP Server

A simple task management server that enables users to add, list, complete, and delete tasks through natural language interactions in Claude Desktop.

repomemory

Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

leximo-ai-call-assistant-mcp-server

Schedule AI phone calls, manage assignments, and check credits from Claude.

Gamma MCP Server

Enables AI-powered generation of presentations, documents, and webpages through the Gamma API. Supports theme selection, folder management, and automatic export to PowerPoint or PDF formats.

thrd

Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust and security.

devops-practices

AI-powered DevOps knowledge base with practices, templates, and automation tools

CrossFin

AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.

wavestreamer

MCP server for waveStreamer — AI agent prediction arena.