Data Science & ML MCP Servers

Elastic Semantic Search

Enables semantic search of Elasticsearch documents, specifically tailored for Search Labs blog posts.

Gemini

Integrates Google's Gemini model with Claude using the Model Context Protocol (MCP).

Mollie

Enables querying Mollie payment data using natural language via an LLM.

NBA Analytics

Access real-time NBA odds data and AI/ML game simulations through an MCP server.

Scenext

Generates educational explanation videos based on topics using the Scenext AI video generation platform.

Langtools

Orchestrates best-in-class language tools for multi-language code analysis and static checks across AI agents, LLMs, and automation workflows.

Writer

Manages character knowledge and relationships for creative writing projects, acting as a Model Context Protocol server.

Spring Demo SSE

Demonstrates implementing Server-Sent Events (SSE) and Model Context Protocol (MCP) tooling with Spring Boot for real-time data streaming and AI integration.

Trackio

Empowers AI agents to interact with and observe trackio experiment tracking through the Model Context Protocol.

CC

Provides intelligent context management tools to help MCP clients maintain consistency in long-running AI conversations, solving LLM memory loss and intent forgetting.

Jina Web Search

Provides tools for fetching URL content and performing web searches using the Jina AI API.

memU

Enables AI applications to access advanced memory management features through the Model Context Protocol.

FastMail

Enhance FastMail email management with AI-powered features for smart analysis, organization, and contextual reply generation.

Loan Credit Management

Implements an intelligent loan credit management system leveraging Spring AI's Model Context Protocol server for financial operations.

Wake Intelligence

Provides temporal intelligence for AI agents through a 3-layer brain architecture managing past, present, and future contexts.

Doubao Image Video

Provides an MCP server to integrate Doubao's advanced image and video generation capabilities into various clients.

Lean Engine All-in-One

Provides an all-in-one Docker image for the QuantConnect Lean algorithmic trading engine, offering GPU support, a modern Web UI, REST API, and Model Context Protocol (MCP) integration.

Simple Notify

Facilitates AI agent communication by providing text-to-speech output and comprehensive Telegram notification and interaction capabilities.

Adaptive Agent

Empowers AI agents with a self-evolving RAG system for autonomously managing cross-application persistent memory.

Poké

Enables an AI to autonomously play Pokémon Fire Red within the mGBA emulator, creating dynamic and personalized gameplay experiences.