AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
uk-case-law-mcp-server
MCP server for UK case law using The National Archives API. Enables LLMs to search, retrieve, and cite UK legal judgments.
token-optimizer-mcp
A token optimization server designed to reduce token usage by over 95% through intelligent caching and compression techniques.
mcp-chat-widget
Configure, host and embed MCP-enabled chat widgets for your website or product. Lightweight and extensible Chatbase clone to remotely configure and embed your agents anywhere.
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.
peta-core
Peta core: The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
Stock Market Analysis Tools
MCP (Model Context Protocol) Server. Provides specialized tools for stock market analysis including sector analysis, financial indicators, F10 information, market emotion tracking, and limit-up stock monitoring with Tavily search integration.
Unleash Integration (Feature Toggle)
A Model Context Protocol (MCP) server implementation that integrates with Unleash Feature Toggle system. Provide a bridge between LLM applications and Unleash feature flag system
Agent Rules
A tool that allows AI agents to fetch and apply coding standards and best practices directly from GitHub repositories without requiring local rule files.
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.
Chain of Thought
MCP (Model Context Protocol) Server. Exposes raw reasoning tokens from language models through Groq's API, allowing users to see the step-by-step thinking process within <think> tags before receiving final answers.
discord-mcp
A comprehensive MCP server providing secure access to over 120 Discord REST API endpoints and real-time Gateway events for AI agents.
DeployHQ
MCP server for DeployHQ API integration, enabling AI assistants to manage deployments, list projects, and monitor deployment status.
Hide (Headless IDE)
MCP (Model Context Protocol) Server. Integrates Hide's capabilities to enable agentic work on code in a headless environment.
Codebase Insight
An MCP server that provides deep codebase analysis through semantic search, pattern detection, and a Qdrant-powered knowledge base for repository understanding.
OCI Registry
MCP (Model Context Protocol) Server. Integrates with OCI registries to retrieve container image metadata, list repository tags, access manifests and configurations, and perform security analysis with support for multiple authentication methods.
LibreSprite
A bridge between AI models and the LibreSprite pixel art editor, allowing LLMs to control the software via a JSON-RPC proxy and JavaScript scripting environment.
MarkItDown (NPX Wrapper)
An NPX-compatible wrapper for Microsoft's MarkItDown that converts documents, images, and audio into markdown without requiring Docker.
DuckDB
A high-performance analytical database MCP server that enables AI to query local and remote data sources like CSV, Parquet, and JSON using DuckDB's SQL syntax.
cli-agent-mcp
A unified MCP server that orchestrates multiple CLI agents including Codex, Gemini, Claude, and OpenCode, featuring image generation capabilities and a real-time GUI dashboard for task monitoring.
osmmcp
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.
Ethereum RPC
MCP (Model Context Protocol) Server. Provides a bridge to the Ethereum blockchain for querying contract bytecode, gas prices, and account balances through standard JSON-RPC calls to public endpoints.
MLB Stats
An MCP server providing comprehensive access to MLB statistics through the Stats API and pybaseball, featuring Statcast data, player/team lookups, and visual analytics like strike zone plots.
Akash Network
MCP (Model Context Protocol) Server. Bridges AI agents with the Akash Network, enabling deployment and management of decentralized applications on blockchain-based cloud computing infrastructure.
Prompts Library
MCP (Model Context Protocol) Server. Manages prompt templates as markdown files with YAML frontmatter, providing structured organization, real-time file watching, and CRUD operations for systematic prompt library management and team collaboration.
llms-txt-generator
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
MeterSphere API Testing
MCP (Model Context Protocol) Server. Bridges AI systems with MeterSphere's testing platform, enabling natural language control of API testing, debugging, and documentation generation without leaving conversation context.
OpenSearch
A Model Context Protocol server that facilitates natural language interaction with OpenSearch clusters for index management, document searching, and cluster health monitoring.
mcp-memory-sqlite
A personal knowledge graph and persistent memory system for AI assistants that uses SQLite to store entities, observations, and relationships locally.
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.
prometheus-protocol
The trust layer for the open agentic web—giving AI agents a passport, a bank account, and a trusted marketplace to securely interact with the world.