Data Science & ML MCP 서버

Think Tool

Enables LLMs to improve reasoning by providing a 'think' tool that allows for iterative thought processing and scratchpad functionality.

Office 365 by CData

Enables querying of live Office 365 data from LLMs like Claude Desktop using a Model Context Protocol (MCP) interface.

ProPublica Nonprofit Explorer

Provides AI models access to ProPublica's Nonprofit Explorer API for searching and analyzing Form 990 data, aiding CRM integration and prospect research.

ImageGen

Enables high-performance, scalable image generation using DALL·E 3 through a standardized Model Context Protocol (MCP) interface.

DBMCP

Enables natural language conversations with any JDBC-compatible database for querying, analysis, and visualization.

Apollo

Provides an AI-driven blockchain explorer for real-time data queries, account analysis, and transaction monitoring via natural language interaction.

Engram

Equip AI agents with a trusted memory to recall past conversations, facts, and decisions, fostering more intelligent and continuous interactions.

Ollama Consult

Connects to Ollama models, enabling reasoning from various perspectives through an MCP server.

CISA Threat Intelligence

Integrates CISA's Known Exploited Vulnerabilities (KEV) catalog and advanced threat intelligence into AI agent workflows for sophisticated cybersecurity analysis.

Local Infrastructure Auditor

Empowers AI agents to run industry-standard auditing tools directly on your local machine for proactive code security and compliance.

MiniMind

Deploys the MiniMind Large Language Model as an all-in-one Docker solution, offering a web UI, an OpenAI-compatible API, and Model Context Protocol (MCP) support.

Watsonx

Enables Claude Code to delegate advanced AI tasks to IBM watsonx.ai foundation models like Granite, Llama, and Mistral.

Discrete Structures AI Platform

Provides an AI-powered web platform for interactive learning of discrete mathematics concepts.

RDKit

Generate 3D molecular structures and interactive visualizations from chemical identifiers like SMILES or InChI.

Supertonic

Generate high-quality voice synthetic speech directly into audio files using a Text-to-Speech engine.

Surreal Mem

Provides a high-performance, standalone Edge-RAG memory daemon for autonomous AI agents, featuring Bayesian retrieval, multi-language AST indexing, and enterprise semantic redaction.

SCB Open Data

Provides an unofficial FastMCP server to access Statistics Sweden's PxWebApi v2, offering official statistics covering employment, labor costs, wages, and other civil data from Sweden and other statistical agencies.

Kymic

Orchestrates autonomous AI agents, leveraging the Model Context Protocol (MCP) and an interactive Code Mode execution paradigm for secure, context-efficient operations.

NoteStore Lab

Recovers and reviews copied Apple Notes evidence on macOS, offering AI-assisted triage and evidence-backed case Q&A for digital forensics.

Photo Edit

Facilitates agent-driven, session-based RAW and raster photo editing using RawTherapee's powerful processing capabilities.