AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Redis
MCP (Model Context Protocol) Server. Enables AI tools to interact with Redis databases through key-value operations, pattern-based key listing, and configurable expiration settings
PyTorch Documentation Search
MCP (Model Context Protocol) Server. Provides semantic search over PyTorch documentation with code-aware results, enabling developers to find relevant APIs, examples, and error messages through intelligent ranking that prioritizes code snippets or conceptual explanations based on query type.
Build Vault
A specialized MCP server that turns The Build Podcast into a searchable knowledge base using hybrid vector and full-text search, allowing users to query AI insights, business frameworks, and product strategies.
MySSL
MCP (Model Context Protocol) Server. Integrates with MySSL API to provide domain and IP security checking capabilities for verifying secure HTTPS deployments and monitoring SSL/TLS configurations.
Kagi Search
MCP (Model Context Protocol) Server. Integrates Kagi search API to provide web search, news retrieval, and fast GPT-powered question answering for up-to-date information access and content enrichment.
Four-in-a-Row
MCP (Model Context Protocol) Server. Implements a Four-in-a-Row (Connect Four) game with RESTful API endpoints for creating games, making moves, checking win conditions, and managing game state with support for custom board dimensions and persistent storage.
Xray Cloud
A professional MCP server that integrates with Xray Cloud's GraphQL API to automate test management, execution tracking, and QA workflows directly within AI clients.
Restaurant Finder with Preference Elicitation
A specialized MCP server that employs preference elicitation techniques to recommend restaurants by learning user tastes through interactive questioning and feedback.
Lithic
MCP (Model Context Protocol) Server. Provides read-only access to Lithic's banking and card services API for fetching resources like cards, accounts, and transactions with robust error handling and Docker containerization.
Tavily
MCP (Model Context Protocol) Server. Integrates Tavily's search API with HTTP/HTTPS proxy support for web search capabilities in restricted network environments.
Chatvolt
The Chatvolt MCP server connects AI agents to the Chatvolt platform, enabling automated management of conversational agents, CRM workflows, and datastores. It provides tools for creating multi-LLM chatbots with custom knowledge bases and automated customer engagement sequences.
alpaca-mcp-server
A Model Context Protocol (MCP) server implementation for Alpaca trading that enables Large Language Models (LLMs) like Anthropic Claude to interact with Alpaca's trading API. The instructions and commands provided in this README are primarily for MacOS/Linux users.
Azure Impact Reporter
MCP (Model Context Protocol) Server. Enables AI to report Azure infrastructure issues by authenticating with Azure credentials and submitting standardized workload impact reports through the Azure Management API
Web Fetch
MCP (Model Context Protocol) Server. Provides web content retrieval capabilities through specialized tools for fetching HTML, JSON, text, and Markdown formats, enabling web scraping and data extraction directly within conversation interfaces.
Pokemon
MCP (Model Context Protocol) Server. Provides Pokemon data access through a local SQLite database with tools for information retrieval, comparison, searching by type/generation/stats, and type effectiveness analysis without requiring external API calls.
Ticketmaster Events
MCP (Model Context Protocol) Server. Connects to Ticketmaster's Discover API to find upcoming events by artist, venue, location, or genre with ticket availability information, enabling users to discover local entertainment options and track favorite artists' tour schedules.
Lookup-Modern-Chinese-Dictionary
A specialized tool for looking up word definitions in modern Chinese dictionaries, providing accurate linguistic data via a standardized interface.
MCP Toolkit
A versatile MCP toolkit providing AI models with a modular suite of tools for file system manipulation, database management (MySQL/Postgres/Redis), GitHub repository interaction, and web scraping with security constraints.
PBS API
MCP (Model Context Protocol) Server. Provides access to the Australian Pharmaceutical Benefits Scheme (PBS) API for querying medicine listings, pricing, and availability data through multiple interfaces including stdio, HTTP/SSE, and command-line tools.
Mempool.space
A comprehensive Bitcoin blockchain data server that integrates with mempool.space APIs. It provides real-time access to transaction details, address balances, mining statistics, and fee recommendations directly within MCP-compatible AI clients.
TMDB
MCP (Model Context Protocol) Server. Provides a bridge to The Movie Database (TMDB) API, enabling retrieval of movie information, trending films, details, and reviews through type-safe TypeScript resources and tools.
GitHub
MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable repository management, code manipulation, and issue tracking for streamlined development workflows.
Thales CDSP CAKM MCP Server
An MCP server for the Thales CipherTrust Data Security Platform (CDSP) Cloud Key Management (CAKM) connector. This MCP server supports Ms SQL and Oracle databases.
CoinGecko
MCP (Model Context Protocol) Server. Provides real-time and historical cryptocurrency market data through CoinGecko API integration, enabling access to current prices, market trends, and performance metrics for financial analysis and investment research.
Logic-LM (Answer Set Programming)
An MCP server that enables formal symbolic reasoning by translating natural language into Answer Set Programming (ASP) and executing it via the Clingo solver. It bridges LLMs with structured logic to solve constraint satisfaction and multi-step deduction tasks reliably.
NestJS Customer Service Backend
A NestJS-integrated MCP server designed to manage customer complaint workflows, automate ticket assignments, and synchronize with JIRA for issue tracking.
Slack
A comprehensive MCP server that enables AI models to manage Slack workspaces through channel operations, user management, messaging, and advanced Block Kit formatting.
Testomatio
A specialized MCP server for Testomat.io that enables AI assistants to manage test suites, execute queries using Test Query Language (TQL), and handle custom QA fields and labels via API integration.
SearchAgora
A tool that connects AI assistants to the SearchAgora engine, enabling natural language product discovery, price comparisons, and filtering across thousands of online stores.
FRED (Federal Reserve Economic Data)
MCP (Model Context Protocol) Server. Provides access to Federal Reserve Economic Data for searching, retrieving, and analyzing economic indicators with specialized tools for comparing metrics, calculating statistics, and detecting trends in time series data.