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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Fitness Coach

8

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.

7 tools

mcpforge

8

Document Indexer

8

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.

5 tools

nmap-mcp

8

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

8

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

8

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

8

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

8

MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,300+ prompt library, multi-direction parallel generation.

HackerNews

8

A comprehensive MCP server providing deep integration with the HackerNews API to search stories, analyze user behavior, and extract trending topics from tech discussions.

5 tools

ImageGen

8

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.

4 tools

ctxvault

8

Local memory infrastructure for AI agents. Isolated vaults you compose, control, monitor and query — no cloud, no setup.

Taiwan Price Compare MCP

8

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.

1 tool

Godot MCP

8

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

8

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

8

MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.

Ethereum Name Service (ENS)

8

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.

8 tools

SearxNG Search

8

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

Needs Setup
8

Persistent memory for AI coding agents. Local-first SQLite + vector search, 12 MCP tools.

weft

8

Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP server for AI assistants, Chrome extension, CLI. 100% private.

Tavily Search

8

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.

3 tools

serkan-ozal-driflyte-mcp-server

Validated
8

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.

2 tools

Perplexity Search

8

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.

1 tool

Google Programmable Search Engine

8

A Google Programmable Search Engine integration for MCP that provides advanced web search capabilities including safe search, language filtering, and pagination.

1 tool

jupyter-mcp-server

8

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.

12 tools

Python Code Interpreter

8

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.

4 tools

Background Job

8

A robust process management server that allows AI agents to execute, monitor, and interact with long-running shell commands asynchronously.

7 tools

WordPress Trac

8

Converts WordPress Trac into an AI-accessible knowledge base, allowing tools to search thousands of tickets, retrieve code changesets, and monitor development activity.

7 tools

MBBank

8

A read-only financial monitoring MCP server for MBBank that enables users to track balances, transaction history, savings accounts, and card details.

8 tools

Mathematica Docs

8

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.

2 tools

Haiguitang Lateral Thinking Puzzles

8

An interactive lateral thinking puzzle (Haiguitang) server where users solve mysterious scenarios through yes/no questions directed at an AI host.

3 tools