AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Starter for Puch AI
A template MCP server that provides job searching tools (analyze descriptions, fetch postings, search opportunities) and basic image processing capabilities. Includes built-in authentication and is designed to work seamlessly with Puch AI.
MCP Data Analytics Server
A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.
Hivemind
Hivemind is a community-driven MCP server providing instant access to 16,000+ searchable troubleshooting solutions and coding fixes with smart ranking based on community feedback.
File-Editor-MCP
An MCP server that automates resume tailoring by using LibreOffice to programmatically update specific sections of an .odt template based on job requirements.
Agents Library MCP Server
Enables access to agent instruction files and prompts for AI development workflows. Provides tools to retrieve and list development rules, security checks, and common prompts from an agents library through MCP protocol.
PsUtil MCP Server
Provides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.
MCP Resume Scorer with Leaderboard
Enables AI-powered resume scoring and feedback through secure Google OAuth authentication. Provides FastAPI endpoints for resume evaluation with plans for leaderboard visualization and competitive scoring features.
MCP-RAG Server
Connects a RAG application to open-webui using Model Context Protocol (MCP), enabling server-to-client communication for context retrieval and tool usage in remote environments through Server-Sent Events (SSE).
mcp-openvision
MCP OpenVision is a Model Context Protocol (MCP) server that provides image analysis capabilities powered by OpenRouter vision models. It enables AI assistants to analyze images via a simple interface within the MCP ecosystem.
HiveAuth MCP Server
A Model Context Protocol (MCP) server that enables LLM applications to perform verifiable credential operations including issuing, verifying, revoking credentials and evaluating presentations within the HiveAuth ecosystem.
VerdictSwarm MCP Server
Enables AI agents to scan crypto tokens for rug pulls, scams, and risk using a six-agent consensus system. It provides real-time security audits and risk scoring for tokens on Solana, Ethereum, Base, and BSC.
AI Makerspace MCP Server
A versatile MCP server providing web search capabilities via Tavily, cryptocurrency market data through CoinGecko, and a dice-rolling utility for gaming or randomization.
postfast-mcp
MCP server for the PostFast API — schedule and manage social media posts via AI tools
mcp-server
AI-powered product management: backlog optimization, scheduling, forecasting, and PRD generation.
Water Bar Email MCP Server
Enables sending branded wellness booking confirmation emails through Resend integration. Supports multiple email flows including AOI experience bookings with AI-suggested drink pairings and timeline layouts.
Supabase MCP Server
A comprehensive MCP server that enables AI assistants to manage Supabase projects, including database schema management, SQL execution, Edge Function deployment, and branching workflows.
Crawl4AI+SearXNG MCP Server
A comprehensive web intelligence stack that combines web crawling, private SearXNG search, and RAG capabilities with knowledge graph-based code analysis and hallucination detection.
chainlist-mcp
chainlist-mcp
Gaia Health MCP Server
Exposes Supabase functionality for Gaia Health to n8n workflows, enabling appointment scheduling and management operations through MCP tools.
Teams Messenger MCP App
A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.
chesscom-mxcp
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, analytics, audit trails, and advanced data analysis capabilities. https://mxcp.dev/
Linux Bash MCP Server
A Model Context Protocol server that enables Claude Desktop to execute bash commands and scripts in WSL2 Linux distributions on Windows.
Anytype MCP Server
Enables AI assistants to interact with Anytype data through the local API, allowing search, creation, modification, and export of objects, spaces, and lists.
cdgcsearchmetadata
Provides metadata information to AI agents through the search API.
Shrike Security MCP Server
Protects AI agents from threats like prompt injection, jailbreaks, and SQL injection through a multi-layer scanning pipeline. It also enables PII redaction and rehydration to ensure data privacy during LLM interactions.
Linear MCP Server
Provides tools to interact with the Linear API, allowing users to fetch tasks, task details, teams, and users from their Linear workspace.
MCP Linear
A Model Context Protocol server that enables AI assistants to interact with Linear project management systems, allowing users to create, update, and manage issues, projects, teams, and comments through natural language.
Figma MCP Server
A TypeScript server that implements the Model Context Protocol, enabling AI-powered design creation in Figma using natural language prompts through Cursor Agent.
mcp2mqtt
Links IoT devices to AI large models using the MCP and MQTT protocols, enabling natural language control, real-time AI responses, and complex instruction execution for interconnected IoT devices.
HeroUI MCP Server
A high-quality, open-source Model Context Protocol (MCP) server that bridges AI systems and HeroUI, enabling intelligent assistance for developers working with HeroUI components.