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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

AITable MCP Server

Enables interaction with AITable workspaces through comprehensive API access, supporting record and field management, datasheet creation, file uploads, and workspace search across 16 tools with both local and remote deployment options.

Trade Surveillance Support MCP Server

Automates trade surveillance support workflows by parsing inquiry emails, searching SQL configs and Java code using keyword-based metadata annotations, executing reports, and generating comprehensive responses.

MCP Docs Server

A lightweight MCP server that provides direct access to local markdown documentation through section overviews and content search without the need for RAG pipelines.

2 tools

Sequential Thinking MVP Server

Enables AI assistants to perform structured, step-by-step reasoning by breaking down complex problems into numbered thoughts, with support for revising previous steps and exploring alternative reasoning paths.

TeamMemory

Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.

mcp-Wordpress-pace8

Wordpress mcp server for easy maintenance in website. Click and drop.

ANSES Ciqual MCP Server

Provides SQL access to the ANSES Ciqual French food composition database with nutritional data for over 3,000 foods. Supports full-text search and bilingual queries for comprehensive nutrition analysis.

Google Ads MCP Server

Enables comprehensive Google Ads campaign management and analytics through the Google Ads API. Supports querying campaigns, ad groups, keywords, performance metrics, and executing custom GAQL queries with token-efficient implementation.

MCP Server with OpenAI Integration

Production-ready MCP server that integrates OpenAI API with extensible tool support, enabling dynamic plugin loading and knowledge search capabilities through multiple interfaces including CLI and browser UI.

Persona MCP Server

AI-powered persona analysis and Focus Group Interview (FGI) system that creates dynamic personas from survey responses, generates contextual follow-up questions, tracks data freshness scores, and provides business insights on preferences and trends.

Movie Booking Assistant

Provides a suite of tools for searching movies, checking showtimes, and managing ticket bookings for Bangalore cinemas. It enables AI clients to handle end-to-end movie theater interactions including seat availability checks and reservation management.

Humotica - AIdrac

AI-Powered Out-of-Band Management The open alternative to iDRAC, iLO, and IPMI. Remote system control without network dependency.

Humotica - TIBET

TIBET creates cryptographically signed evidence trails for every action.

Humotica - OpenAI bridge

MCP Server - Bridge to OpenAI API.

Humotica - Ollama bridge

Provides a resilient, hardware-aware bridge to local Ollama AI

speedofme-speed-test

Official SpeedOf.Me MCP server - Run accurate internet speed tests from AI agents with download, upload, and latency measurements via 129 global edge servers. Includes local history and analytics dashboard.

Home Controller

A comprehensive smart home control suite for monitoring and managing Miele appliances, LG ThinQ devices, HUUM saunas, Phyn water monitors, A.O. Smith heaters, and Tedee locks.

24 tools

Remote MCP Server (Authless)

A boilerplate template for deploying authentication-free Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE).

File Search MCP

A high-performance file and content search server powered by ripgrep, featuring fuzzy finding, directory tree visualization, and smart filtering that respects .gitignore.

4 tools

Featureflow MCP Server

A tool that enables AI assistants to manage Featureflow feature flags, projects, and environments through the Model Context Protocol.

23 tools

Adobe Experience League MCP Server

Enables AI assistants to search and fetch documentation content from Adobe Experience League, allowing natural language queries to retrieve Adobe product documentation and articles.

HandsAI Bridge

A Node.js MCP server that acts as a communication bridge for the HandsAI Java application, enabling socket-based integration between MCP clients and the HandsAI main server.

Weather MCP Server

Enables users to get detailed weather forecasts for any location using coordinates and retrieve active weather alerts for US states. Uses the National Weather Service API with no authentication required.

ComfyUI MCP Server

Enables Claude Desktop to interact with local ComfyUI installations for AI-powered image generation, including workflow management, model selection, real-time monitoring, and custom workflow execution through natural language.

FluentCommunity Manager

AI-powered management of FluentCommunity WordPress plugin content. Enables creating, updating, and managing community posts, spaces, comments, members, and chat through 26+ tools with bulk operations and advanced search capabilities.

TeamRetro

This MCP server allows LLMs to interact with TeamRetro, allowing LLMs to manage user, team, team member, retrospective, health check, action, agreement and fetch the reports.

33 tools

Subway Info NYC

Unified, real-time and historical transit data across NYC—subway, bus, Citi Bike, ferry, and regional rail—exposed through a clean, queryable, AI-friendly interface. It aims to be the most comprehensive source of city transit status, disruptions, and system-level context

Conclave MCP

An MCP server that enables users to query a 'conclave' of frontier LLMs (GPT, Claude, Gemini, Grok, DeepSeek) for multi-perspective evaluations, peer-ranked responses, and synthesized consensus answers.

8 tools

bybit-announcements-mcp

An MCP server that empowers AI agents to fetch, track, and act on Bybit announcements efficiently.

Reconnaissance Blind Chess MCP Server

Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant with limited vision) locally against AI bots or remotely on the official RBC server at rbc.jhuapl.edu.