Data Science & ML MCP Servers

Math Solver

Solves mathematical problems using a client-server architecture.

Marginalia

Accesses the Marginalia Search engine, focusing on independent and non-commercial web content.

Weather Server

Supplies weather data to large language models via the Model Context Protocol.

Weather Data

Integrates real-time weather information with a standardized context protocol for sharing environmental data across systems.

Arch

Enhances AI assistant capabilities with robust context management, accuracy enforcement, and safety protocols.

Stock Analysis

Empowers AI assistants with fundamental stock technical analysis capabilities, including moving averages, RSI, and trade recommendations.

Phala

Facilitates confidential AI computing and TEE infrastructure on the Phala Network as a production-ready Model Context Protocol server.

Revenue Intelligence

Empowers revenue teams with real-time ML insights for lead prioritization, churn prevention, and conversion maximization.

MemData

Provides persistent, semantic long-term memory for AI agents, enabling them to recall past conversations, decisions, and context across sessions.

Memory Bank

Provides AI assistants with persistent memory across sessions by storing project context, decisions, and progress in structured markdown files.

Agora

Establishes a local, commit-scoped shared context server to enable multi-agent coordination for co-coding activities.

Weather Agent

Connects a Node.js client to a custom weather server, exposing its capabilities to an LLM through LangChain.

Yandex

Integrate Yandex Search, Wordstat, Webmaster, and Metrika APIs into AI assistants for comprehensive market analysis and data retrieval.

Beefy

Provides AI agents with programmatic access to Beefy (DeFi vault) functionalities through a standardized Model Context Protocol server.

DeepSeek

Connects DeepSeek's comprehensive AI capabilities, including chat, reasoning, FIM, and file analysis, as standard MCP tools for integration into AI editors.

SciCompute

Integrates diverse scientific computing engines and visualization tools for AI coding assistants.

API Converter

Transforms any REST API (OpenAPI/Swagger) specification into ready-to-use MCP tool definitions for AI agents.

Robot Resources Router

Provides management tools for the Robot Resources Router proxy, enabling real-time monitoring of cost savings, model comparisons, and configuration adjustments.

OneClickLM

Deploys a zero-configuration, auto-healing NotebookLM server with integrated tools, ready to run in a single command.

Seance

Orchestrates multi-agent AI to streamline music production, featuring semantic sample search, MIDI generation, stem separation, and DAW control.