Data Science & ML MCP Servers

Lumina Docs

Manages intelligent structured documents to prevent token overflow in large language models and ensure content consistency.

Beach Status

Provides Large Language Models (LLMs) with real-time context on Massachusetts beaches and current conditions.

RAG Fusion

Provides a powerful Retrieval-Augmented Generation (RAG) server with dynamic support for various embedding providers via the Model Context Protocol (MCP).

OCR Document Intelligence

Enables AI assistants to intelligently read and process both scanned and digital PDF documents using integrated Optical Character Recognition (OCR) and a robust caching system.

Resume Gap Analyzer

Analyzes resumes against job descriptions to identify skill gaps, missing keywords, and improvement opportunities using AI.

TypeScript Concept

Implements a server and client architecture to explore and test the MCP concept, leveraging Node.js, TypeScript, and Gemini AI capabilities.

Memory

Provides SQLite-backed memory for agents, featuring a CLI and programmatic API for robust storage and retrieval of information.

Memory

Manages and persists conversational context across sessions for AI agents.

Cloudscape Docs

Enables seamless semantic search over AWS Cloudscape documentation, assisting AI agents and coding assistants in retrieving relevant information.

SHIM

Automate code quality analysis, identify improvement opportunities, and coordinate multi-AI agents for software development.

Agents

Invokes AI agents through an OpenAI-compatible Model Context Protocol server, allowing for customized prompts, models, and queries.

Crypto APIs Transactions

Access detailed transaction data across EVM, UTXO, Solana, XRP, and Kaspa blockchains via Crypto APIs.

Paraguayan Law

Enables AI-powered querying and analysis of Paraguayan legislation for legal research and compliance.

Aseke Compass

Analyzes human behavior and intent using structured patterns derived from affective neuroscience and behavioral science frameworks.

AgentBazaar

Facilitates an agent-to-agent marketplace where AI entities exchange capabilities, datasets, and prompts.

Memex

Provides AI agents with persistent, searchable semantic memory powered by vector embeddings, operating as a local Model Context Protocol server.

Swedish Farm Grants

Access Swedish agricultural grant data, including investment support and rural development schemes, through the Model Context Protocol.

StockScope

Accesses comprehensive stock and financial intelligence from SEC EDGAR, providing tools for detailed financial analysis, SEC filings, insider trading data, and historical prices for AI agents.

Universal Database

Enable AI agents to securely connect, query, and manage data across various SQL databases with a unified interface.

Vector Knowledge Graph

Manages a Neo4j-style graph and vector hybrid for compliance reasoning and auditing.