Data Science & ML MCP Servers

Code Scanner

Scans codebases for definitions, respecting .gitignore and outputting LLM-friendly formats.

SurrealDB

Connects AI assistants with SurrealDB databases through the Model Context Protocol for seamless data operations.

Opensearch

Enables natural language search and data analysis within OpenSearch by integrating LangChain agents.

Logic Web Application

Provides a user interface for managing and interacting with a Logic MCP Server.

RAG Knowledge Base

Provides a model context protocol server for retrieval-augmented generation queries against a text-based knowledge base.

Unstructured API

Facilitates extraction of meaningful information from research papers via the Unstructured API for fine-tuning language models and reducing literature review time.

Smolagents

Demonstrates Model Context Protocol (MCP) servers and clients for AI-powered tools and multi-agent systems, facilitating code analysis, security scanning, and intelligent automation.

Il2cpp Dump Analyzer

Analyzes IL2CPP dump.cs files from Unity games using an agentic RAG system and Model Context Protocol.

Lead Qualifier

Qualifies leads using ChatGPT based on the BANT (Budget, Authority, Need, Timeline) framework through a conversational interface.

Voice

Enables real-time voice interactions with large language models, serving as a Model Context Protocol (MCP) server.

Tigris

Connect AI agents to Tigris object storage for seamless bucket and object management.

Macrostrat

Accesses geologic data with the Macrostrat API for use with Claude.

Unsloth

Provides an MCP server for Unsloth, enabling faster LLM fine-tuning with reduced memory usage.

Article

Provides a professional academic literature search server, integrating seamlessly with AI assistants to enhance research workflows.

Gemini

Enables Claude Desktop to interact with Google's Gemini 2.5 Pro Experimental AI model.

SureChEMBL

Accesses the SureChEMBL chemical patent database to retrieve and analyze chemical structures and associated patent documents.

DuckDuckGo Web Search

Enables web searches using DuckDuckGo and fetches/summarizes content from the results using the Jina API.

Kafka Integrations

Enables language models to interact with Apache Kafka and its ecosystem.

Memory

Manages the storage and retrieval of conversational memories for multiple large language models.

Daizo

Provides AI assistants with direct access to Buddhist text databases for high-performance text search and retrieval.