Data Science & ML MCP Servers

File Finder & Whisper STT

Provides Model Context Protocol (MCP) servers for file searching and speech-to-text conversion.

Kafka Processor

Enables Large Language Models to interact with Kafka event streams using the Model Context Protocol.

Ogury

Facilitates AI access to Ogury's campaign reporting API for detailed performance metrics and reports.

AI Gateway Evolution

Predicts user intent, translates diagnostic reports into multiple languages, and orchestrates daily tasks with an interactive UI.

TikTok

Integrates TikTok data access into AI models and applications via TikNeuron.

AI Context Server

Implements the Model Context Protocol using Spring AI to manage AI-driven context and provide utility services.

GitHub AI Assistant

Boosts development workflows with an AI-powered GitHub command-line assistant for quicker and smarter coding.

PubMed & Clinical Trials

Provides AI agents with direct access to over 37 million PubMed articles and 500,000 clinical trials from official NIH data sources.

OpenTwitter

Access Twitter/X data, including user profiles, tweet search, follower events, and influencer tracking, through a simple-to-deploy Model Context Protocol server.

Botswana Law

Provides a comprehensive and verified database of Botswanan legislation, enabling AI-native search and cross-referencing for legal research.

FHIR

Connects large language models to clinical FHIR R4 data with robust governance, CDS Hooks, and multi-persona outputs.

NanoContext

Indexes codebases with Tree-sitter AST to provide AI agents with a structured, searchable map, reducing token usage and improving code generation.

Chrono

Analyzes Chrono Trigger, Chrono Cross, and Radical Dreamers ROMs, providing a comprehensive database and tools for game data exploration.

OWASP Cheat Sheets

Provides an AI-optimized Model Context Protocol server that reads and structures content from the official OWASP Cheat Sheet Series at runtime.

AskAHuman

Empowers AI agents to request human verification for tasks requiring real-world understanding, common sense, or subjective evaluation.

Agent Factory

Orchestrates multi-agent systems for parallel task processing, leveraging work-based task classification and dynamic skill assignment.

Recipe Finder AI

Find recipes by ingredients, get substitutions, plan meals, and estimate nutritional content.

Test Case Generator AI

Automates the generation and analysis of test cases to enhance software quality and coverage.

Brain In The Fish

Analyze documents, score claims, and generate a verified knowledge graph with quote-backed proof for evidence-based review.

BM25 Search

Provides a lightweight BM25 search server for efficiently querying content within Markdown files.