AI & ML

This repository contains a complete developer setup for .NET backend vibe coding with GitHub Copilot.

An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, offering 30 tools for searching and analyzing biological data like pathways, genes, and compounds. It supports integration with LangChain and Ollama to enable LLMs to interact with comprehensive genomic and chemical datasets.

A highly comprehensive MCP server that integrates AI coding assistants with Obsidian vaults, featuring 121 tools for canvas management, dataview queries, graph analysis, and structured note automation.

MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Apache Jena for executing SPARQL queries, performing updates, and accessing RDF data stored in Jena Fuseki servers with secure API key authentication.

MCP (Model Context Protocol) Server. Integrates Google Search capabilities with web content extraction and screenshot functionality, enabling robust search, filtering, and data collection while avoiding bot detection.

An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.

Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP, no cloud, ~3s per query

MCP (Model Context Protocol) Server. Integrates with the Simpler Grants API to enable keyword-based searching and retrieval of government grant opportunities.

MCP (Model Context Protocol) Server. Integrates with Roam Research to enable searching, creating, and managing knowledge base content with features like block search, page creation, and YouTube transcript retrieval

A centralized gateway and control plane that aggregates multiple MCP servers into curated profiles with built-in security, observability, and a web UI.

MCP (Model Context Protocol) Server. Integrates with Bing Webmaster Tools API to enable complete site management, URL submission, traffic analysis, crawling, keyword research, and content management through natural language interactions.

MCP (Model Context Protocol) Server. Provides a bridge between Sonos audio devices and natural language control, enabling speaker discovery, playback management, volume adjustment, and system configuration through specialized tools for seamless home audio control.

MCP (Model Context Protocol) Server. Enables AI systems to access and analyze SEC EDGAR filings data, providing tools for retrieving proxy statements with executive compensation information and Form 4 filings for insider trading details.

A comprehensive MCP server for managing Vultr cloud infrastructure including DNS, compute instances, Kubernetes, and storage using natural language with smart identifier resolution.

MCP (Model Context Protocol) Server. Enables AI assistants to enqueue background jobs in Hangfire, a popular .NET job scheduling library, for executing server-side processing tasks without additional code.

MCP (Model Context Protocol) Server. Provides a stateful terminal interface for maintaining session context and executing complex, multi-step operations across multiple interactions.

Declarative AI-native application framework — schema-driven entities, Markdown skills, MCPB packaging

A comprehensive MCP server for managing self-hosted or cloud Supabase instances, providing over 50 tools for database administration, authentication, storage, migrations, and performance monitoring.

Hoofy — AI development companion MCP server. Persistent memory, spec-driven development, adaptive change pipeline, Clarity Gate. 32 tools, single Go binary, zero deps.

Interactive CLI/TUI for OpenNext.js + Cloudflare Workers. Automated setup, deployment, validation, and MCP server for AI-assisted development.

An MCP server that integrates Codex CLI into Claude Code workflows for code writing, execution, and review with session management. It features real-time progress monitoring via a local HTTP dashboard and supports detailed configuration for various coding tools.

5-Day Hands-on AI Agents Course using Google ADK & Vertex AI | From first agent to production deployment

MCP (Model Context Protocol) Server. Comprehensive sports data and analytics API covering NBA, NFL, MLB, NHL, and 6+ other major leagues

A Python-based MCP server that wraps the MLB Stats API to provide real-time access to baseball game schedules, results, and player statistics.

MCP (Model Context Protocol) Server. Provides a bridge to Universal Robots industrial robots through TCP/IP interfaces, enabling control and monitoring of robot operations including force mode, remote servoj, and kinematic transformations for automation and research applications.

A local development monitoring tool that captures browser console logs, network requests, and backend server output into a SQLite database for AI-assisted debugging via MCP.

A comprehensive healthcare management microservice that exposes a wide range of medical operations—including patient records, appointments, and lab results—as MCP tools through a FastAPI integration.

A specialized MCP server for scholarly research providing high-performance search and retrieval across major Buddhist corpora including CBETA (Chinese), Pāli Tipitaka, and GRETIL (Sanskrit).

A sophisticated memory management system for AI that provides persistent identity and knowledge through PostgreSQL-integrated episodic, semantic, procedural, and strategic memory types.

An embedded MCP server for Obsidian that provides structured data management, fuzzy search, and file operations via standardized tools, allowing LLMs to interact reliably with vault content.