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GitHub MCP Server
Exposes 39 GitHub API tools as an MCP server for repository, issue, PR, user, and code operations via STDIO transport.
OpenMacaw — TODO
Catalogs 80+ security, UI, and infrastructure gaps found during a March 2026 codebase audit, with priority markers and fix statuses.
🛡️ Interpreter-Level Code Quality Control
Replaces standard interpreter commands with wrappers that block execution when code violates configurable quality rules.
Marketing Agent Prompt Templates
Provides 11 structured prompt templates for marketing tasks, each with a JSON schema, quality checks, and example output.
REDCapR (development version)
Changelog for the REDCapR R package, listing new features, enhancements, and bug fixes across versions from 0.9.0 to the development version.
Business Intelligence Dashboard - Comprehensive GitHub Copilot Instructions
Defines the full stack, setup commands, security rules, and testing strategy for a Next.js SaaS analytics platform with multi-tenant isolation.
content-strategist
Defines a content strategist agent with 16 commands for topic research, audience analysis, and content planning.
Persona AI Demo Guide
Guides users through launching, chatting with, and customising AI personas in a demo application with multiple LLM providers.
Day 4 - Podcast Transcript
Summarises a white paper on evaluating AI agent quality, covering pillars, observability, and a continuous improvement flywheel.
The AION Story
Chronicles the 9-month personal journey of building a 30-engine cognitive architecture for human-AI partnership, from isolation to open-source release.
HCS-25 (Signal Family): SimpleMath / SimpleScience Evals (Informative)
Defines a minimal evaluation methodology for baseline correctness trust signals using arithmetic and multiple-choice science questions.
Variant Data Retrieval
Documents a system that queries gnomAD variant data via DataFrames, genomic intervals, or string representations using SQLite.
Multilingual Agentic RAG (venv, Qdrant, NiceGUI, Gemini-001)
Defines a multilingual agentic RAG pipeline using Gemini embeddings, Tesseract OCR, Qdrant, and NiceGUI with CPU-first defaults.
Legal Brief Matcher: Technical Documentation
Documents a legal brief matching system that uses embeddings, citation analysis, and multi-factor confidence scoring to align arguments between opposing briefs.
Harmony
Documents setup, build, testing, and debugging for the Harmony blockchain node, a sharded Ethereum-compatible network.
Bigdata_0416
Demonstrates Hive and Impala SQL operations with examples for loading CSV data and running analytical queries.
Product Requirements Document: Publishing Tools Module
Defines requirements for a module that distributes knowledge graph insights via email, webhooks, and feeds while tracking engagement.
Introducing Creative Practice
Outlines a 13-week creative practice module with weekly topics, objectives, learning outcomes, and session expectations for students.
Birthday Reminder Application
Describes a full-stack birthday reminder app with React, Express, PostgreSQL, email notifications, and dark-mode UI.
Paid Media Paid Social Strategist Agent
Defines a full-funnel paid social strategist agent covering Meta, LinkedIn, TikTok, Pinterest, X, and Snapchat with platform-specific creative and audience strategies.
LO AI Sandbox Application
Documents a Spring Boot RAG application with pgvector, MCP travel services, and a Streamlit UI for document management and travel planning.
Task 02: Claude-Style TodoWrite Tool for LangGraph
Defines a LangGraph middleware that adds Claude Code-style structured todo management with validation, reminders, and single-task enforcement.
Simple Definitions
Defines blockchain, Ethereum, and smart contract concepts for newcomers to the Ethereum ecosystem.
FalkorDB Text-to-Cypher
Runs a Rust microservice that translates natural language to Cypher queries, bundled with FalkorDB database, web UI, REST API, and MCP server.