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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Baloosearch MCP Server

Enables AI assistants to search for files and content across the file system using KDE's baloosearch tool. Provides semantic search capabilities with configurable parameters like file type, directory, and result limits.

llmdotfiles-mcp

An MCP server that scans and exposes AI instruction files (like .clinerules, .cursor/rules, and llms.txt) as resources to provide project context to LLMs. It aggregates configuration and rule files from project-specific and external folders into a standardized format.

Ignission

Ignission MCP server connects your TikTok profile and video content to your AI so that you can more effectively assess your content and work on new content ideas that are more personalized and targeted to your audience.

Personal Knowledge Assistant

A comprehensive personal knowledge assistant that integrates email, social media, and document management with AI-powered analytics to track productivity and habits.

7 tools

vikramdse_docs-mcp-server

An MCP server that enables real-time search and retrieval of documentation for libraries like Langchain, OpenAI, and Llama-Index using the Serper API. It helps LLMs overcome knowledge cut-off dates by fetching up-to-date documentation directly from official sources.

Crypto Price MCP Server

A Model Context Protocol server that enables real-time cryptocurrency price retrieval via the CoinGecko API using coin names or symbols.

2 tools

Percepta MCP Server

A comprehensive browser automation and intelligence server that combines web scraping, visual AI processing, and DevTools analysis using multiple LLM providers (OpenAI, Anthropic, Google, and Ollama).

n8n-MCP

A comprehensive MCP server providing deep integration with n8n, enabling AI models to search over 535 automation nodes, validate configurations, and manage workflows via the n8n API.

35 tools

MCP Weather Server

A lightweight server that exposes weather-related tools (get_coordinates and get_forecast) using the Modular Command Protocol, designed for integration with AI agents and LLMs.

Bookstore MCP Server

Enables users to manage and interact with a bookstore through natural language, supporting book searching, inventory checking, purchasing, and restocking operations. Provides seamless integration with AI assistants for complete bookstore management functionality.

sitecore_design_mcp

A specialized MCP server that enforces copywriting standards and UI text rules using a modular, rule-based agent system.

1 tool

mcp-memory

An MCP server built on Cloudflare Workers that provides persistent, vector-based memory for AI assistants to remember user preferences and history across different conversations.

Remote MCP Server

A Cloudflare Workers-based Model Context Protocol server with OAuth login that allows AI assistants like Claude to access external tools.

remote-mcp-server-authless

A template and guide for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication. It serves as a boilerplate for developers to build and host their own custom MCP tools using Server-Sent Events (SSE).

@vreme/temporal-mcp

Validated

A comprehensive temporal intelligence server providing tools for timezone conversions, business time calculations, holidays in 247+ countries, Islamic prayer times, and 32 cultural calendars. It enables AI agents to handle complex date arithmetic, astronomical events, and multicultural temporal context with high precision.

68 tools

flowzap

A specialized MCP server for generating, validating, and sharing visual workflow diagrams using FlowZap Code syntax directly within AI assistant interfaces.

3 tools

backend-mcp

Failed

Generador automático de backends con Node.js, Express, Prisma y módulos configurables. Servidor MCP compatible con npx para agentes IA. Soporta PostgreSQL, MySQL, MongoDB y SQLite.

ai-collaboration-mcp-server

A streamlined MCP server providing multi-provider AI collaboration (Claude, GPT-4, Gemini, Ollama) with automatic project context injection and isolated per-workspace conversation history.

4 tools

TwelveLabs

MCP (Model Context Protocol) Server. Integrates with TwelveLabs' video understanding platform to enable semantic search, automated content generation, and multimodal analysis across video libraries through natural language queries and chainable operations for complex video workflows.

allthingsdev-mcp-server

Validated

🚀 Official MCP server for AllThingsDev API marketplace. Discover, search, and integrate 600+ APIs directly through Claude Desktop, Cursor IDE, and other AI assistants. Features real-time API search, pricing comparison, endpoint documentation, and seamles

6 tools

entity-mcp

Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.

MCP Image Validator

Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.

whizoai-mcp

Failed

WhizoAI MCP Server for Claude Desktop - Enterprise web scraping through Model Context Protocol (MCP) integration

footballbin-mcp-server

A specialized MCP server providing AI-driven football match predictions, scoring insights, and key player analysis for the Premier League and UEFA Champions League.

1 tool

Miro MCP Server

The Miro MCP Server allows Claude Desktop to manage Miro boards by listing projects, retrieving board items like sticky notes and frames, and searching for specific text content.

5 tools

Persistent Context MCP

A conversational memory management system that uses Neo4j to store, search, and visualize persistent assistant contexts through a knowledge graph. It includes a web dashboard and CLI for managing complex relationships between conversation nodes.

3 tools

CodeSherlock

AI-powered static and contextual code analysis MCP server

zetrix-mcp-server

Needs Setup

A comprehensive MCP server for the Zetrix blockchain, providing 44 specialized tools for account management, transaction submission, real-time WebSocket monitoring, and advanced smart contract development and cryptography.

44 tools

doclea-mcp

A local persistent memory server for AI coding assistants that manages architectural decisions, codebase expertise mapping, and automated git workflow documentation using vector embeddings.

12 tools

SkyeNet-MCP-ACE

Enables AI agents to execute server-side JavaScript and perform CRUD operations directly on ServiceNow instances with context bloat reduction features for efficient token usage.