Data Science & ML MCP Servers

Server Hub

Facilitates interactions with various AI service APIs, including Hugging Face and Dify.

Custom Context

Structures and extracts data from text according to JSON templates.

Ping Solana

Enables AI agents to interact with the Solana blockchain by providing on-chain tools through a standardized interface.

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.

Pumpfun Wallets

Analyzes cryptocurrency wallets' trading activity and profitability on Pump.fun and PumpSwap platforms.

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.

Modular Chatbot

Orchestrates a modular chatbot leveraging LangChain MCP to perform math calculations, fetch real-time weather data, and conduct web searches.

Apollo

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

Ollama Consult

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

Local Infrastructure Auditor

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

Watsonx

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

RDKit

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

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.

NoteStore Lab

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

CDC Health

Provides programmatic access to over 1,400 CDC public health datasets, enabling search, schema inspection, and advanced SoQL querying.

Photo Edit

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