AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Fitness Coach
A comprehensive fitness coaching MCP server that enables AI assistants to track workouts, log nutrition, and generate personalized fitness plans using a unified data layer.
mcpforge
Document Indexer
A local document indexing and semantic search server that uses LanceDB and local LLMs via Ollama to provide natural language querying and summarization of personal file collections.
nmap-mcp
MCP server for AI-powered network scanning with Nmap. Port scanning, service detection, OS fingerprinting, and vulnerability scanning for AI agents. By Vorota AI.
FastMCP Todo
A comprehensive MCP server for task management and knowledge capture that coordinates AI agent workflows through MongoDB and MQTT with support for various operation modes and tool loadouts.
CockroachDB
A comprehensive MCP server for CockroachDB that provides specialized tools for cluster monitoring, database operations, table management, and SQL query execution with transaction support.
wp-devdocs-mcp
An MCP server that indexes WordPress hooks, filters, block registrations, and JS API calls to provide AI assistants with a verified source-code database. It enables models to search, validate, and retrieve code context for WordPress and its plugins to eliminate hook-name hallucinations.
MeiGen-AI-Design-MCP
MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,300+ prompt library, multi-direction parallel generation.
HackerNews
A comprehensive MCP server providing deep integration with the HackerNews API to search stories, analyze user behavior, and extract trending topics from tech discussions.
ImageGen
A robust MCP server providing unified access to major image generation providers including OpenAI, Google Gemini/Imagen, and Flux via Replicate, featuring automatic file saving and advanced parameter control.
ctxvault
Local memory infrastructure for AI agents. Isolated vaults you compose, control, monitor and query — no cloud, no setup.
Taiwan Price Compare MCP
A price comparison tool for Taiwan's major e-commerce platforms, enabling users to find the lowest prices across seven retailers with advanced keyword and price filtering.
Godot MCP
Provides a comprehensive integration between LLMs and the Godot Engine, enabling AI assistants to intelligently manipulate project files, scripts, and the live editor. It supports advanced workflows including version-aware documentation querying, automated E2E game testing, and real-time visual context capture.
nmap-mcp
MCP server for AI-powered network scanning with Nmap. Port scanning, service detection, OS fingerprinting, and vulnerability scanning for AI agents. By Vorota AI.
gemini-webapi-mcp
MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.
Ethereum Name Service (ENS)
A toolset for interacting with the Ethereum Name Service (ENS) to resolve names, look up addresses, retrieve metadata, and check registration status across multiple Ethereum providers.
SearxNG Search
A privacy-focused MCP server that integrates with SearxNG to provide optimized web search results for LLMs with customizable parameters.
SAME - Stateless Agent Memory Engine
Persistent memory for AI coding agents. Local-first SQLite + vector search, 12 MCP tools.
weft
Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP server for AI assistants, Chrome extension, CLI. 100% private.
Tavily Search
A specialized MCP server that integrates Tavily's AI-optimized search engine to provide high-quality web results, direct question answering, and context generation for RAG applications.
serkan-ozal-driflyte-mcp-server
A specialized RAG-focused MCP server that enables AI assistants to search and retrieve topic-specific knowledge from recursively crawled web pages and GitHub repositories.
Perplexity Search
A specialized MCP server that provides access to Perplexity AI's real-time search and chat completion capabilities with built-in templates for technical documentation, security analysis, and code reviews.
Google Programmable Search Engine
A Google Programmable Search Engine integration for MCP that provides advanced web search capabilities including safe search, language filtering, and pagination.
jupyter-mcp-server
A comprehensive MCP server that enables AI models to connect to, manage, and execute code within multiple Jupyter Notebooks with support for multi-modal outputs like charts and tables.
Python Code Interpreter
A secure Python code execution environment that allows LLMs to run arbitrary Python code, manage files, and install packages in isolated contexts with variable extraction.
Background Job
A robust process management server that allows AI agents to execute, monitor, and interact with long-running shell commands asynchronously.
WordPress Trac
Converts WordPress Trac into an AI-accessible knowledge base, allowing tools to search thousands of tickets, retrieve code changesets, and monitor development activity.
MBBank
A read-only financial monitoring MCP server for MBBank that enables users to track balances, transaction history, savings accounts, and card details.
Mathematica Docs
MCP (Model Context Protocol) Server. Integrates with Wolfram Mathematica's documentation to provide access to function details, package symbols, and computational capabilities for mathematical modeling and scientific computing tasks.
Haiguitang Lateral Thinking Puzzles
An interactive lateral thinking puzzle (Haiguitang) server where users solve mysterious scenarios through yes/no questions directed at an AI host.