GITLAB_PUBLIC_PROJECTS Agents

A Model Context Protocol (MCP) server for GitLab

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Simple audio recording for Discord. https://pawa.im

Django application to build and maintain chatbots that combine the best of LLMs and rule-based engines to truly assist your users instead of manipulating them.

🦁 AI chat & search summaries in Brave Search, powered by the latest LLMs

🐤 AI chat & search summaries in DuckDuckGo, powered by the latest LLMs

SysML v2 CLI and MCP server. Composable tools for AI to query, validate, and render engineering models.

The core Swytchcode Execution Kernel for AI Agents & Developers.

🛒 AI chat & product/category summaries in Amazon shopping, powered by the latest LLMs

🤖 AI chat & search summaries in Google Search, powered by the latest LLMs

∞ Generate endless answers from all-knowing ChatGPT (on any topic!)

🤖 AI browser extensions & userscripts to augment your web experience

🕶️ Adds chat auto-clear functionality to ChatGPT for more privacy

Code Intelligence Platform for AI Coding Assistants

Flexible GraphRAG: Python, LlamaIndex (LangChain also coming) Docker Compose: 8 Property Graph dbs, 3 RDF graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, RDF ontologies, schemas, LLMs, document processing, Docling, LlamaParse, GraphRAG, RAG only, Hybrid search, AI chat. React, Vue, Angular TypeScript frontends, FastAPI backend, REST API, MCP Server

An MCP server that polyfills missing client-side MCP features — such as prompt management — for clients that don't yet support them natively.

Composable server builder for zero-boilerplate capability composition for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Options trading analytics — backtest stats, walk-forward analysis, Monte Carlo, risk metrics. Web dashboard at tradeblocks.io | MCP server on npm | Docker: romeo345/tradeblocks-mcp

Matrix chat bot written in Rust.

💬 Epic prompts to turbo-charge your LLM chatbots.

IRC chatbot, friend and helper

Welcome to the open library of LUNA! What is LUNA? LUNA is a project with the goal of creating a GIM (General Intelligence Model). The project plans to achieve this by creating different models and other software and afterwards combining them into one model. Philosophy While the source (code) may not be used in any way, people are allowed to use the finished programs for personal or internal use. In the future we may release open-source models or other software For more exact information about the software check the LICENSE file. Models, software and support are provided in following languages: - Russian - English - Dutch *Models may know more languages then listed Feedback is always handy (: Enjoy (;

A Go-based Open Source Universal Memory server that exposes a Model Context Protocol (MCP) interface for LLM clients. It provides semantic document search (for user documents), agent memory management, and a knowledge graph - backed by PgVector or ChromaDB - enabling AI agents to store, retrieve, and interconnect knowledge across sessions.

Governance framework for multi-agent AI systems in software development

MCP server for Gramps Web API — AI-powered genealogy research and management

MCP server for the WikiTree public API — free genealogy research for AI assistants

MCP server for local GEDCOM files — offline genealogy data access for AI assistants

💬 Epic prompts to turbo-charge your LLM chatbots.

ElizaOS plugin for TCG Oracle — gives AI agents access to 370K+ trading card products across 25 games with real-time pricing, Monte Carlo simulations, and AI vision grading. Supports Pokemon, MTG, Yu-Gi-Oh, One Piece, Lorcana, Digimon, Star Wars, and more. Daily price updates from TCGCSV.

Portable skill for adding a Claude Code lane to OpenAI Symphony + Linear workflows

The Governed Agentic AI Operating System — Rust + Tauri 2.0 | 65 crates, 658 commands, 84 pages, 5,029 tests, 10/10 OWASP

Give your AI agent a voice. Local speech stack for Apple Silicon: TTS, ASR, forced alignment, voices, daemon, and MCP bridge.

A local MCP server with AWS back-end that manages contributions via Discord.

Local-first bridge that connects your OpenAI Codex Desktop session to a Telegram bot. Talk to your coding agent from anywhere — text, files, voice notes, and optional live realtime calls.

Project Description: Puran Story to Animation Generator This project is an AI-powered storytelling and animation system that transforms user prompts into narrated mythological stories and animated videos based on Hindu Puranic texts. The system uses a local Large Language Model (LLM) to generate context-aware stories with references from curated Puran datasets. It then converts these stories into visual scenes, generates images, adds voice narration, and compiles everything into a video animation. Key Features: 🧠 Domain-specific LLM trained on Hindu Purans 🔍 Semantic search (embeddings + vector DB) for accurate context retrieval ✍️ Story generation with citations 🎬 Automatic scene breakdown from story 🎨 AI-based image generation for each scene 🔊 Text-to-speech narration 🎥 Video creation using generated visuals + audio 💻 Interactive UI using Streamlit 🧩 Tech Stack: LLM: Local models via Ollama Embeddings: Sentence Transformers Vector DB: ChromaDB Image Generation: Diffusers (or Stable Diffusion) Audio: pyttsx3 / TTS Video: FFmpeg UI: Streamlit 🎯 Workflow: User Prompt → Retrieve Context → Generate Story → Split into Scenes → Generate Images → Generate Voice → Combine → Video Output 💡 Purpose: The project aims to: Make ancient Puranic knowledge more engaging Combine AI + storytelling + visualization Provide an interactive learning and entertainment tool