AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Linear (Go)
Allows LLM to interact with Linear's API via a single static binary.
Travel MCP Server
A comprehensive travel planning server that integrates flight and accommodation searches, real-time currency conversion, weather forecasting, and budget calculation tools.
Agentforce (Salesforce)
MCP (Model Context Protocol) Server. Provides a bridge to Salesforce's Agentforce API, enabling authentication, session management, and message exchange with Salesforce agents for accessing customer data and domain-specific knowledge.
Replicate Flux
MCP (Model Context Protocol) Server. Connects to Replicate's image generation models, enabling text-to-image creation with automatic cloud storage of results for seamless visual content integration.
MCPQL (SQL Server)
A robust SQL Server connector for MCP that enables comprehensive database analysis, schema inspection, stored procedure execution, and data exploration with built-in security controls.
Unichat (TS)
A unified interface for interacting with multiple LLM providers including OpenAI, MistralAI, Anthropic, xAI, Google AI, and DeepSeek through a single MCP server.
Wikipedia
MCP (Model Context Protocol) Server. Provides direct access to Wikipedia content through five tools for searching, retrieving summaries, accessing full articles, getting random pages, and changing languages.
mcp-boilerplate
A powerful, production-ready MCP server implementing the Model Context Protocol with robust SSE transport, built-in tools, and comprehensive error handling. Seamlessly connect AI models to data sources with enterprise-grade stability and performance.
French Business Search
MCP (Model Context Protocol) Server. Connects to the French government's API Recherche Entreprises to retrieve detailed business information including names, addresses, directors, and sector data based on search queries.
open-targets-platform-mcp
A specialized MCP server for interacting with the Open Targets Platform GraphQL API, enabling AI assistants to perform drug discovery research and find target-disease associations.
context-engineering
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.
Interactive HTML UI
A reference implementation of the SEP-1865 specification that enables interactive HTML/JS user interfaces within MCP. It demonstrates sandboxed iframe rendering and JSON-RPC communication between the host and tools like dashboards and clocks.
Telephony MCP Server
A telephony automation server that integrates Vonage API capabilities into LLMs, allowing AI assistants to perform real-world voice calls with speech recognition and send/receive SMS messages.
Aviationstack
An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.
cursor-feedback-extension
Save your Cursor monthly quota! Unlimited AI interactions in one conversation via MCP feedback loop.
MCP SSH SRE
A specialized MCP server for Linux and Unraid system administration that provides read-only monitoring and diagnostics via SSH, covering Docker management, storage health, and log analysis.
Pump SDK MCP Server
Build extend and maintain pump - Token creation buying selling migration fee collection
MarkdownLM MCP Server
Provides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.
RequestRepo MCP
An MCP server providing complete access to the RequestRepo toolset for managing HTTP requests, DNS configurations, files, and pings. It enables users to capture, inspect, and share web requests and DNS records directly through AI clients.
UPS MCP Server
A specialized MCP server that integrates UPS shipping and logistics capabilities, allowing AI agents to track packages and validate U.S./Puerto Rico addresses via OAuth-authenticated APIs.
CTFd
Provides a Model Context Protocol interface for CTFd platforms, allowing users to browse challenges, retrieve files, manage dynamic Docker/Kubernetes containers, and submit flags directly through LLMs.
TikTok Ads
An MCP server for interacting with TikTok advertising platforms for campaign management, performance analytics, audience targeting, creative management, and custom reporting.
Self MCP Server
A specialized MCP server for the Self protocol that assists developers in integrating privacy-preserving identity verification, generating blockchain configurations, and debugging Web3 identity checks.
discord-mcp
A comprehensive MCP server providing secure access to over 120 Discord REST API endpoints and real-time Gateway events for AI agents.
Studio MCP
A utility server that transforms any CLI command into a custom MCP tool by automatically generating JSON schemas from simple template syntax.
Buildable
(TypeScript) - Official MCP server for Buildable AI-powered development platform. Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.
substack-mcp-plus
An advanced Substack integration for MCP clients that enables full rich text content creation, automated publishing, and publication management through a secure browser-based authentication flow.
leanmcp-sdk
TypeScript SDK for building Model Context Protocol servers with built-in support for Auth, Elicitation, and MCP-Apps (including ChatGPT Apps).
forge-orchestrator
Universal coordination engine for AI-powered development — orchestrates Claude Code, Codex CLI, Gemini CLI as a coordinated team
Multi-Agent Research Sandbox
A multi-layered research sandbox that provides an open-source framework for code execution, Google search integration via Serper, and academic research analysis.