Data Science & ML MCP Servers

Calfire GIS

Provides AI models with fire damage assessment context for properties affected by the 2025 Eaton and Palisades fires in Los Angeles.

File Tools

Provides file and directory tools for LLMs and coding agents to quickly get project context, supporting Gitignore patterns and various project information resources.

Weather

Provides real-time weather information and alerts for US locations via the National Weather Service API, designed for AI assistant integration.

AI Assimilation

Facilitates secure and structured assimilation of experiences, thoughts, and reasoning processes between multiple AI models.

Telos

Automates DeFi operations, analytics, and token management on the Telos blockchain through a production-ready Model Context Protocol (MCP) server.

AI Essay Writer

Automates essay generation by taking a query, planning the response, and executing tasks to produce a complete essay.

LitSynth

Facilitates intelligent academic paper discovery and semantic search on ArXiv using state-of-the-art sentence transformers.

Nifty Technical Indicators

Provides an MCP server to calculate popular technical indicators and historical OHLCV data for stocks listed on the National Stock Exchange of India (NSE).

JavaScript Executor

Executes JavaScript code securely within an isolated environment to perform data analysis on various formats including JSON, CSV, and TSV.

Template

Provides a Python starter project for building a Model Context Protocol (MCP) server.

Google Services

Integrates a local large language model with Google Calendar and Gmail, providing a natural language web chat interface for personal data management.

BotIndex

Accesses an AI-native signal intelligence API offering multi-vertical data for sports, crypto, Solana, and agentic commerce, secured by x402 payments.

Polyglot

Provides local GPU-accelerated translation capabilities for 57 languages without cloud dependencies.

SentinelRAG

Provides secure question answering over code repositories and documentation using a policy-aware hybrid retrieval-augmented generation agent.

Code Box

Provides AI agents with a secure, stateful environment to execute Python and JavaScript code, acting as a direct replacement for Azure Assistants Code Interpreter.

Todoist AI Assistant

Automates and enhances Todoist task management with AI-powered actions for organization, prioritization, and productivity analysis.

Agent Task Manager

Provides an enterprise-grade server for orchestrating and managing long-running AI agent tasks across sessions and memory boundaries.

RunDida

Provides AI assistants with comprehensive running data, pace calculations, and heart rate training zones.

GitNexus Stable Ops

Ensures the integrity and efficiency of GitNexus across numerous repositories through automated checks, preventing caller issues, version discrepancies, and graph inconsistencies.

FieldCure PublicData.Kr

Provides programmatic access to over 80,000 Korean government APIs from data.go.kr, enabling discovery, inspection, and interaction.