Data Science & ML MCP Servers

Dream Weaver

Generates stunning images from textual prompts using OpenAI's advanced image generation models.

Spotify

Empowers AI assistants to curate and manage Spotify playlists using 10 specialized tools for smart creation, top track analysis, and automated recommendations.

Strands Q Index Perplexity

Enhances AI agent capabilities by integrating Amazon Q Business and Perplexity for efficient JIRA case management.

PVV

Integrates VOICEVOX speech synthesis and speaker management capabilities via an MCP server.

Memory

Enables AI clients to retain and recall user information across interactions through semantic search.

Jenkins

Integrates the Model Context Protocol (MCP) with Jenkins to enhance CI/CD workflows through intelligent automation.

Ag Weather

Provides AI agents with real-time and historical weather data by integrating with multiple weather APIs.

Expert Registry

Facilitates high-performance expert discovery, registration, and context injection using vector and graph database integration for enhanced semantic search.

Mercadona AI Assistant

Automates the intelligent selection and addition of products to your Mercadona online shopping cart using AI.

Math

Exposes mathematical tools and prompt templates for use by LLM agents.

Joplin

Exposes Joplin's local REST API as Model Context Protocol tools for AI integration.

CodeSynapse

Exposes rich semantic information from codebases to LLM code agents by integrating the Model Context Protocol (MCP) with the Language Server Protocol (LSP).

Contexto

Makes project documentation accessible to AI assistants for enhanced contextual understanding.

TON Access

Connects AI assistants to the TON blockchain through a Model Context Protocol (MCP) server.

AI-Powered SQL Assistant

Enables natural language querying of Oracle Autonomous Databases by generating SQL and performing vector searches.

E-commerce AI Assistant

Empowers e-commerce shop owners to query their business data using natural language through secure, local AI processing.

Oxenstierna

Provides tools to access the Swedish National Archives through various APIs.

AppGraph

Expresses entire web applications as a graph of interconnected agentic nodes, leveraging generative AI to perform complex workloads.

Vibe Check

Equips autonomous AI agents with a metacognitive oversight layer, preventing reasoning lock-in and improving alignment.

Gospel Library

Deploys an authentication-free remote Model Context Protocol server on Cloudflare Workers for AI agent integration.