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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

CryptoSignal-MCP

AI-Powered Cryptocurrency Direction Prediction & Market Signal Analysis

pythondev-pro-egw_writings_mcp_server

Search Ellen G. White’s writings by keyword to surface relevant quotations. Retrieve exact passage…

APIx420

This is a paid API service specifically for AI agents. It provides 89+ real-time data streams including crypto prices, news, and weather.

Poof Background Removal MCP Server

Enables AI assistants to remove backgrounds from images using the Poof API via URLs, file paths, or base64 encoding. It also allows users to monitor their account information and remaining credit balance.

Figma

MCP (Model Context Protocol) Server. Provides a bridge to the Figma design platform, enabling retrieval of detailed design file information, node metadata, and image assets through a flexible TypeScript implementation supporting both stdio and HTTP/SSE transports.

2 tools

Strateegia

A bridge to the Strateegia API that allows AI assistants to list projects and access collaborative workspace details directly within their workflow.

1 tool

Universal Web Data Extraction Platform

Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.

Jokes MCP Server

An MCP server template that provides humor-related tools, specifically fetching Chuck Norris jokes, to demonstrate integration with Microsoft Copilot Studio and GitHub Copilot. It enables developers to deploy and connect standardized AI tools using the Model Context Protocol via HTTP or Server-Sent Events.

MCP Code Crosscheck

Enables AI-assisted code review with bias mitigation strategies through cross-model evaluation and bias-aware prompting. Detects AI-generated code from commit authors and provides structured reviews with security, performance, and maintainability analysis.

RescueTime MCP Server

A tool that connects your RescueTime account to Claude, providing detailed analytics on daily productivity scores, application usage, category breakdowns, and hourly activity trends.

5 tools

aryankeluskar-poke-video-mcp

A tool that enables natural language search across personal video libraries by interfacing with the Flashback video processing API to find specific moments with AI-generated descriptions.

2 tools

@mcp-prep/mcp-meta-ai

MCP server package - managed by mcp-prep

BigVik193-reddit-ads-mcp-api

Manage Reddit advertising end to end across accounts, funding methods, campaigns, ad groups, and a…

ZugaShield

A 7-layer security system for AI agents that detects and blocks prompt injection, data exfiltration, and malicious tool calls. It enables real-time scanning of inputs, outputs, and tool definitions to protect agentic workflows from emerging AI-specific threats.

GraphRAG Llama Index MCP Server

A local GraphRAG implementation using DuckDB and LlamaIndex to provide hybrid search and knowledge graph exploration via the Model Context Protocol.

3 tools

jinko-mcp

Jinko is a travel MCP server that provides hotel search and booking capabilities.

MCP Configuration Editor

A robust tool for managing MCP configuration files for AWS Q Developer and Claude Desktop, featuring automatic backups, schema validation, and safe atomic file operations.

7 tools

Repo Docs MCP

A generic MCP server that exposes local repository checkouts, allowing users to search and read code and documentation through natural language. It supports multiple instances, enabling seamless interaction with various codebases via configurable tool prefixes and URI schemes.

mayla-debug-mcp-google-calendar2

Schedule and manage Google Calendar events directly from your workspace. Check availability, view…

Data Intelligence MCP Server

The IBM Data Intelligence MCP Server integrates MCP clients with IBM Data Intelligence services (SaaS or CPD), enabling AI assistants to perform data management and analytics operations through secure API interactions.

Weather MCP Server

A weather information server for AI assistants that provides real-time data, multi-day forecasts, and city-to-city weather comparisons via the WeatherAPI.com service.

3 tools

keithah-hostex-mcp

A comprehensive MCP server for managing Hostex vacation rental properties, covering reservations, guest messaging, availability calendars, and channel pricing through the Hostex API.

22 tools

Odoo MCP Server

A robust integration that enables Claude AI to analyze Odoo business data in real-time, specializing in sales metrics, RFM customer segmentation, and detailed territorial business intelligence.

8 tools

Fathom MCP Server

Enables AI agents to access Fathom AI meeting data including transcripts, summaries, teams, and team members. Provides tools to list meetings with filters, retrieve detailed transcripts and summaries, and manage team information.

Zappy MCP

A WhatsApp MCP server built on whatsapp-web.js that allows AI agents to send, read, and delete messages through a headless browser with granular per-chat permissions.

6 tools

JExchange

A tool for retrieving real-time global currency exchange rates using the Juhe Data API, enabling LLMs to perform currency conversions and market analysis.

1 tool

AWS FinOps MCP Server

Provides a comprehensive suite of 76 tools for AWS cloud resource optimization, cost management, and infrastructure monitoring. It enables users to identify unused resources, analyze cost trends, right-size capacity, and maintain security compliance through natural language.

arjunkmrm-brave-search-mcp-server

A comprehensive search integration for the Brave Search API, offering specialized tools for web, local business, image, video, and news search along with AI-powered content summarization.

6 tools

Conductor MCP Server

Enables AI assistants to interact with Netflix Conductor Workflow Engine for troubleshooting workflows, managing executions, and creating/updating workflow and task definitions through natural language.

Pornhub MCP Server

Provides real-time statistics and market insights for the adult entertainment industry using data from major platforms and Google Trends. It enables users to analyze performer rankings, platform analytics, and global search trends through natural language queries.