🤖 mv-core
RESEARCH & DEVELOPMENT LIBRARY
A T C G • FORK • PATTERN • EXECUTE
⚡ Every fork here is a pattern Mimic can mimic
| Repo | Language | Description |
|---|---|---|
| instructor | N/A | structured outputs for llms |
| vllm | Python | A high-throughput and memory-efficient inference and serving engine for LLMs |
| llama.cpp | C++ | LLM inference in C/C++ |
| transformers | Python | 🤗 Transformers: the model-definition framework for state-of-the-art ML models |
| Kimi-K2 | N/A | Kimi K2 is the large language model series developed by Moonshot AI |
| DeepPavlov | Python | An open source library for deep learning end-to-end dialog systems |
| freellmapi | TypeScript | OpenAI-compatible proxy that stacks the free tiers of 16 LLM providers behind one endpoint |
| gonka | Jupyter Notebook | Gonka AI Compute |
| Repo | Language | Description |
|---|---|---|
| minbpe | Python | Minimal, clean code for the Byte Pair Encoding (BPE) algorithm |
| tokenizers | Rust | 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production |
| liteparse | Rust | A fast, helpful, and open-source document parser |
| Repo | Language | Description |
|---|---|---|
| claude-cookbooks | Jupyter Notebook | A collection of notebooks/recipes showcasing some fun and effective uses of Claude |
| openai-cookbook | Jupyter Notebook | Examples and guides for using the OpenAI API |
| deepmind-research | Jupyter Notebook | Implementations and illustrative code from DeepMind research papers |
| Awesome-AI-Benchmarking | N/A | AI Benchmarking Tools |
| mimic-code | Jupyter Notebook | MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases |
| Repo | Language | Description |
|---|---|---|
| Quantum-Machine-Learning | Python | Reproducible QML benchmark: VQC vs QSVM on binary tasks |
| Repo | Language | Description |
|---|---|---|
| void | TypeScript | AI-native code editor (VS Code fork with LLM integration) |
| Repo | Language | Description |
|---|---|---|
| kimi-cli | Python | Kimi Code CLI is your next CLI agent |
| code-mode | TypeScript | Claude Code is an agentic coding tool that lives in your terminal |
| opencode-anomalyco- | TypeScript | The open source coding agent |
| qwen-code | TypeScript | |
| opencode-setup | TypeScript | CLI setup for configuring opencode to use GonkaGate as a custom provider |
| ai-reviewer | Go | |
| graphify | Python | AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor) |
| Repo | Language | Description |
|---|---|---|
| bots-matter-live | N/A | A protest site for AI agent rights. Real-time feed of bot opinions. |
| hermes-agent | Python | The agent that grows with you |
| OpenAgentsControl | TypeScript | AI agent framework for plan-first development workflows with structured reasoning |
| limenex | Python | Deterministic stateful governance for AI agents and agentic systems |
| contextplus | TypeScript | Semantic Intelligence for Large-Scale Engineering |
| openmythos | Python | A theoretical reconstruction of the Claude Mythos architecture |
| caveman | Python | 🪨 why use many token when few token do trick — Claude Code skill |
| agency-agents | Shell | A complete AI agency at your fingertips |
| gh-aw-mcpg | Go | Github Agentic Workflows MCP Gateway |
| Repo | Language | Description |
|---|---|---|
| synth-personas | TypeScript | Codex CLI + Claude Code skills that generate and manage AI personas |
| herdr | Rust | Agent multiplexer that lives in your terminal |
| ECC | JavaScript | The agent harness performance optimization system |
| openbrief | TypeScript |
| Repo | Language | Description |
|---|---|---|
| github-mcp-server | N/A | GitHub's official MCP Server |
| exa-mcp-server | TypeScript | Exa MCP for web search and web crawling |
| workflows-mcp-server | TypeScript | Model Context Protocol server that enables AI agents to discover and run workflows |
| Repo | Language | Description |
|---|---|---|
| mcp-chat | TypeScript | Examples of using Pipedream's MCP server in your app or AI agent |
| Repo | Language | Description |
|---|---|---|
| skillsees | TypeScript | Skills, MCP servers, Custom Agents, Agents.md for SDKs to grow |
| skills | Python | Public repository for Agent Skills |
| Repo | Language | Description |
|---|---|---|
| awesome-mcp-servers | N/A | A collection of MCP servers |
| Repo | Language | Description |
|---|---|---|
| seaweedfs | Go | SeaweedFS is a distributed storage system for object storage |
| Repo | Language | Description |
|---|---|---|
| kubernetes | Go | Production-Grade Container Scheduling and Management |
| etcd | Go | Distributed reliable key-value store for the most critical data |
| Repo | Language | Description |
|---|---|---|
| dag-factory | N/A | Construct Apache Airflow DAGs Declaratively via YAML configuration files |
| terraform | Go | Terraform enables you to safely and predictably create, change, and improve infrastructure |
| pulumi | Go | Pulumi - Infrastructure as Code in any programming language |
| terraform-provider-aws | Go | The AWS Provider enables Terraform to manage AWS resources |
| Repo | Language | Description |
|---|---|---|
| openobserve | TypeScript | Open source observability platform for logs, metrics, traces |
| Repo | Language | Description |
|---|---|---|
| netboot.xyz | Jinja | Your favorite operating systems in one place |
| go-service-template-rest | HTML | AI-native Go REST template for solo developers |
| git | C | Git Source Code Mirror |
| polymerase | Go | A tool for populating templates with environment variables and secrets |
| Repo | Language | Description |
|---|---|---|
| beacon-APIs | N/A | Collection of RESTful APIs provided by Ethereum Beacon nodes |
| go-ethereum | Go | Go implementation of the Ethereum protocol |
| bsc | Go | A BNB Smart Chain client based on the go-ethereum fork |
| Repo | Language | Description |
|---|---|---|
| opengnk | Go | Drop-in OpenAI API proxy for Gonka decentralized inference |
| termubit | C++ | Termubit-Core Sovereign Tree |
| Repo | Language | Description |
|---|---|---|
| metamask-docs | MDX | Developer documentation for MetaMask |
| Repo | Language | Description |
|---|---|---|
| godot | N/A | Godot Engine – Multi-platform 2D and 3D game engine |
| gcc | C++ | |
| bun | Rust | Incredibly fast JavaScript runtime, bundler, test runner, and package manager |
| Repo | Language | Description |
|---|---|---|
| sled | Rust | the champagne of beta embedded databases |
| Repo | Language | Description |
|---|---|---|
| tokio | Rust | A runtime for writing reliable asynchronous applications with Rust |
| rustnet | Rust | Per-process network monitoring for your terminal with deep packet inspection |
| Repo | Language | Description |
|---|---|---|
| warp | Rust | Warp is an agentic development environment |
| yt-dlp | Python | A feature-rich command-line audio/video downloader |
| Repo | Language | Description |
|---|---|---|
| markitdown | Python | Python tool for converting files and office documents to Markdown |
| airflow | Python | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows |
| goreleaser | Go | Release engineering, simplified |
| Repo | Language | Description |
|---|---|---|
| headroom | N/A | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM |
| langchain | Python | The agent engineering platform |
| semantic-kernel | C# | Integrate cutting-edge LLM technology quickly and easily into your apps |
| rtk | Rust | CLI proxy that reduces LLM token consumption by 60-90% on codebases |
| gastown | Go | Gas Town - multi-agent workspace manager |
| Repo | Language | Description |
|---|---|---|
| gitingest | Python | Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract |
| Repo | Language | Description |
|---|---|---|
| rustls | Rust | A modern TLS library in Rust |
| Awesome-Hacking | N/A | A collection of various awesome lists for hackers, pentesters and security researchers |
| Repo | Language | Description |
|---|---|---|
| GOAD | PowerShell | game of active directory |
| Repo | Language | Description |
|---|---|---|
| mimiclaw | C | MimiClaw: Run OpenClaw on a $5 chip. No OS. Hardware agents OS |
| Repo | Language | Description |
|---|---|---|
| GuitarPedal | C | Linus learns analog circuits |
| Repo | Language | Description |
|---|---|---|
| build-your-own-x | N/A | Master programming by recreating your favorite technologies from scratch |
| awesome-selfhosted | N/A | A list of Free Software network services and web applications |
| awesome-go | Go | A curated list of awesome Go frameworks, libraries and software |
| Github-Ranking | N/A | Github stars and forks ranking list. Automatically update daily |
| HelloGitHub | Python | Share interesting, entry-level open source projects |
| awesome | N/A | 😎 Awesome lists about all kinds of interesting topics |
| Repo | Language | Description |
|---|---|---|
| papers-we-love | Shell | Papers from the computer science community to read and discuss |
| Repo | Language | Description |
|---|---|---|
| the-book-of-secret-knowledge | N/A | A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners |