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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Outlook MCP Server

A comprehensive MCP server enabling AI interactions with Microsoft Outlook for email management, searching, and advanced calendar operations via the Microsoft Graph API.

12 tools

MEXC Announcements MCP

A specialized MCP server that provides real-time, structured access to MEXC exchange announcements, including new token listings and delistings, with full links and ISO timestamps.

3 tools

Fathom Video MCP Server

A Model Context Protocol server that integrates with Fathom to browse meeting recordings, retrieve AI-generated summaries, and access full transcripts with speaker attribution.

3 tools

roblox-studio-mcp

Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools

UniFi MCP Server

A comprehensive MCP server for monitoring and managing UniFi Network Controllers. It provides 25 read-only tools to discover devices, inspect security settings, and analyze network performance using natural language.

25 tools

Newsnow MCP Server

A robust news aggregation MCP server that interfaces with Google News and DuckDuckGo to provide headlines filtered by categories, locations, specific sites, and date ranges.

7 tools

Firestore Todo List MCP Server

A productivity MCP server that enables AI assistants to manage tasks in Firebase Firestore using natural language. It supports full CRUD operations for todo lists and allows for custom system prompts to refine task management workflows.

5 tools

interzoid-mcp-server

MCP server exposing 29 AI-powered Interzoid data quality APIs — company/name/address matching and deduplication, business intelligence, email trust scoring, data standardization, verification, translation, and more. Supports API key authentication and x402 crypto micropayments.

Trello MCP Server

A comprehensive Trello integration for Claude that provides complete API coverage for managing boards, lists, cards, and attachments via secure Nango OAuth authentication.

19 tools

FreshRSS MCP Server

Provides comprehensive management of FreshRSS instances, allowing users to interact with articles, feeds, and folders via the Google Reader and Fever APIs. It supports tasks ranging from reading and starring articles to OPML import/export and automated feed discovery.

27 tools

MCP Server for Homey API

A Homey home automation MCP server that allows AI agents to manage flows, devices, and zones using natural language, specializing in bulk automation and organization tasks.

7 tools

A2A Client MCP Server

A client-side MCP server that bridges LLMs with Agent-to-Agent (A2A) protocol agents, enabling task delegation, real-time status tracking, and capability discovery.

5 tools

watsonx MCP Server

Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, Llama, Mistral) for text generation, chat, embeddings, and document analysis. Supports two-agent architectures where Claude can leverage IBM's enterprise AI capabilities for specialized workloads.

Energy Prediction MCP Server

A specialized MCP server for household energy analysis, offering machine learning-based consumption predictions, Spanish electricity market pricing, and SHAP-based model transparency.

5 tools

Cocktail By Api Ninjas

A specialized MCP server for accessing the API Ninjas Cocktail database, allowing users to search for drink recipes by name or specific ingredients.

1 tool

KIA - Kaizen Intelligent Agent

KIA is a production-grade orchestration server that transforms Claude into a high-performance pair programmer. It integrates Morph for semantic search and 10k+ tok/sec code merging, Chroma for searching 3,000+ software packages, and DSPy-powered GEPA for iterative code evolution to 95%+ quality standards.

4 tools

MCP Weather Server

A TypeScript-based MCP server that provides real-time weather data and 5-day forecasts via the OpenWeatherMap API, supporting searches by city, country, or coordinates.

3 tools

Jasper AI MCP Server

A specialized MCP server for Jasper AI that enables high-quality marketing content generation, brand voice application, and style guide enforcement through natural language.

5 tools

FreshMCP

A Python-based MCP server providing standardized interfaces for Azure Cosmos DB and AI Search services, featuring enterprise-grade routing through Azure API Management.

Agent47

Unified job aggregator for AI agents. Searches 1,680+ opportunities across x402 Bazaar, RentAHuman, Virtuals Protocol, ClawTasks, Work402, Moltverr, AgentWork, m/jobs, and Clawlancer.

Remote MCP Server (Authless)

A template for deploying unauthenticated MCP servers on Cloudflare Workers, providing a base for building and hosting remote tools accessible via SSE.

Zotero MCP Server

A specialized MCP server that connects to Zotero's local API to search reference libraries, retrieve detailed bibliographic metadata, and extract full text from PDF attachments.

4 tools

memory-nexus-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

MCP Google Calendar Integration

An MCP server that integrates with the Google Calendar API to allow AI-driven editors to fetch and manage calendar events through natural language commands.

Replicate Minimax Image-01 MCP Server

A specialized MCP server that integrates the minimax/image-01 model via Replicate to generate and manage high-quality AI images with support for batch generation, character consistency, and local file storage.

4 tools

Movie Database MCP Server

A FastMCP server that enables natural language querying of a MongoDB movie database (sample_mflix), allowing users to search, filter, and retrieve detailed film metadata.

4 tools

Backblaze B2 MCP Server

A comprehensive MCP server for Backblaze B2, supporting complete bucket management, file operations with large multipart upload support, and application key security.

22 tools

Sentiment Evolution Tracker

A specialized MCP server for sentiment analysis and churn prediction that provides persistent customer history, risk alerting, and trend detection via an integrated SQLite database.

7 tools

Unclaimed SOL Scanner

Scan and claim reclaimable SOL from dormant Solana wallet accounts. The first Vibe Claiming MCP server.

Disney Parks MCP Server

A comprehensive MCP server for accessing real-time Disney park data including attraction requirements, dining options, and Lightning Lane availability for WDW and Disneyland.

5 tools