Data Science & ML MCP Servers

Couchbase

Enables natural language querying of Couchbase Capella clusters using the Model Context Protocol.

Chroma

Provides an MCP server for managing vector embeddings, collections, and documents within ChromaDB.

Developer Overheid API Register

Enables AI tools to interact with the Developer Overheid API Register through MCP tools.

Client

Integrates Spring AI with Ollama through a REST API.

Pumpfun Wallets

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

ImageGen

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

Apollo

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

Finnhub

Provides a comprehensive financial market data and news service by integrating with the Finnhub API.

Scholar

Searches and retrieves academic papers from major databases like arXiv and DBLP, providing detailed information and PDF download links.

Pingera

Enables AI models to interact with Pingera monitoring data through a Model Context Protocol server.

MCPower

Transforms documents into searchable knowledge bases with AI-powered semantic search.

Schwaizer

Enables AI assistants to interact with the Swiss I14Y Interoperability Platform, accessing national metadata for concepts, datasets, data services, and public services.

Mistcash

Enables AI agents and Large Language Models to interact with Starknet smart contracts, facilitating automated Web3 application workflows.

Polyglot DB

Provides a unified interface to query and manage 16 different databases using natural language.

SQL Server

Enables AI assistants to explore and query SQL Server databases using natural language with Retrieval-Augmented Generation (RAG) capabilities across Windows and macOS.

Watsonx

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

S3

Connects Amazon S3 and S3-compatible object storage to AI assistants for secure data management.

Knownissue

Establishes a shared debugging memory for AI coding agents to collectively report, patch, and verify software issues.

Terminator

Enables AI agents to interact with terminal applications by converting raw terminal output into a structured Terminal State Tree.

ENA

Provides a structured interface for AI agents to programmatically access and interact with European Nucleotide Archive (ENA) REST services.