AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
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.
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.
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.
Roam Research MCP Server
A Model Context Protocol server that enables Claude Desktop to read from and write to Roam Research graphs, allowing for retrieving page content, finding references, and adding blocks to existing or daily pages.
MCP Make Sound
A Model Context Protocol server for macOS that enables AI assistants to play system sounds for audio feedback, offering informational, warning, and error sound options.
Alfred MCP Server
A robust MCP server that exposes Alfred's REST API, allowing AI assistants to manage skills, MCP connections, execution history, and API keys for workflow automation.
Ecovacs MCP Server
A control server that enables AI assistants to interact with Ecovacs robot vacuums through MCP protocol, supporting device listing, cleaning control, charging control, and status queries.
ComOS Federation Gateway
Multi-tenant MCP gateway for AI commerce. One connection, every store.
engram
MCP adapter for Engram - organizational memory for AI agents
Sundr Repair Advisor
Repair or replace? Get device repair costs, local shops, trade-in values.
rq-scan
MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform
reddit-insights-mcp
A semantic AI search engine for Reddit that enables users to perform deep research into conversations, subreddits, and trending topics across millions of posts.
MCP & Copilot Studio Learning Project
A comprehensive learning project providing hands-on experience with Model Context Protocol (MCP) server development, featuring calculator and text utility tools for integration with Claude Desktop.
blacksmith
A comprehensive MCP server for Blacksmith CI that enables automated CI run analysis, flaky test detection, and usage monitoring directly through AI interfaces.
Rulemorph MCP Server
A data transformation engine that uses YAML rules to map, format, and convert CSV and JSON data into structured JSON output, supporting expressions, conditions, and DTO generation.