Data Science & ML MCP Servers

BioRxiv

Enables AI assistants to search and access biology preprints from bioRxiv through a Model Context Protocol (MCP) interface.

Neo4j Knowledge Graph Memory

Stores and retrieves AI assistant interaction data using a Neo4j graph database.

AgentRobot

Empowers large language models with visual and auditory perception, enabling natural human-computer interactions.

Retrieval-Augmented Thinking

Enhances AI model reasoning by implementing structured, retrieval-augmented thinking processes.

Music Analysis

Analyzes music audio from local files, YouTube links, or audio URLs using librosa, Whisper, and LLMs.

Data Agents

Automates and streamlines data engineering workflows by delivering complete, well-prepared data requests via intelligent assistants.

Code Merge

Facilitates code analysis by extracting, merging, and analyzing code files, optimized for use with Large Language Models.

Chess

Enables playing chess against an AI opponent powered by a language model.

CodeRAG

Analyzes codebases and builds a comprehensive graph database using Neo4j to enable AI-powered code understanding and assistance.

AI Council

Queries multiple AI models in parallel, synthesizes responses to reduce bias, and improves accuracy through ensemble decision-making.

Parliament

Provides an MCP server to access UK parliamentary data and enhance research with semantic search capabilities.

123

Simplifies the creation and operation of MCP servers and clients with minimal code.

Omni-LPR

Provides a self-hostable server for automatic license plate recognition via REST and Model Context Protocol APIs.

BiznagaFest Demos

Provides interactive demos demonstrating core features, elicitations, and AI-powered content generation for building advanced MCP server tools.

AI Skill Converter

Converts AI Skills (following Claude Skills format) into Model Context Protocol (MCP) server resources, making them accessible to large language model applications.

IoT Edge

Unifies MQTT sensors, Modbus devices, and industrial equipment into a single AI-orchestrable API, enabling real-time monitoring and control for Industrial IoT, SCADA, and PLC systems.

FFmpeg

Process video and audio files by converting, compressing, trimming, and extracting media with FFmpeg through natural language commands.

OpenCode

Integrate OpenCode AI's comprehensive suite of developer tools and workflows into any Model Context Protocol (MCP) compatible client.

Speclock

Enforces constraints and manages persistent memory for AI coding tools to ensure adherence to project rules.

Bonnard

Provides an open-source, self-hosted semantic layer for AI agents, ensuring reliable and governed data outputs.