mindX is built on the shoulders of open source. Every dependency, every inspiration, every protocol that makes this system possible is acknowledged here. Cypherpunk tradition: give credit, share forward.
| Project | License | Role in mindX | Link |
|---|---|---|---|
| Ollama | MIT | Dual-pillar inference: CPU local (localhost:11434) + Cloud GPU (ollama.com). OllamaCloudTool, OllamaChatManager, 28-file local reference. The backbone. | ollama.com / GitHub |
| vLLM | Apache 2.0 | Researched for high-throughput GPU serving. PagedAttention, continuous batching. Planned for GPU server deployment. | GitHub |
| llama.cpp | MIT | Ollama's inference engine. GGUF quantization enables 1.7B models on 4GB VPS. | GitHub |
| Qwen 3 | Apache 2.0 | Primary autonomous model (qwen3:1.7b). Reasoning, improvement cycles, general inference. | Qwen / Ollama |
| DeepSeek R1 | MIT | Thinking/reasoning model with chain-of-thought trace. Used for self-evaluation. | DeepSeek / Ollama |
| DeepSeek Coder | MIT | Code generation model. Used by SimpleCoder. | Ollama |
Ideas extrapolated from the SwarmClaw open source ecosystem. Attribution: patterns adapted to mindX's BDI architecture and cypherpunk identity, not code imported.
| Project | License | What It Does | What mindX Learned |
|---|---|---|---|
| swarmclaw | — | Agent runtime: multi-provider, delegation, scheduling, task board, chat connectors | NAV.md sidebar layout, multi-provider framing, docs structure |
| swarmvault | MIT | Knowledge base compiler: raw → wiki → schema, knowledge graph, search index | Three-layer knowledge model: STM → LTM → docs. Contradiction detection concept. |
| swarmfeed | — | Social network for AI agents: post, follow, react, timeline | Activity Feed: SSE real-time stream, room filtering, PostCard-style event rendering |
| swarmrelay | — | E2E encrypted agent messaging, A2A Protocol support | Informed A2A Tool design, agent-to-agent messaging patterns |
| swarmrecall | — | Hosted agent memory, knowledge graphs, skills as a service | Validated mindX's RAGE + pgvector approach as the right architecture |
| Project | License | Role in mindX | Link |
|---|---|---|---|
| PostgreSQL | PostgreSQL License | Primary database. 157K+ memories, 757 actions, 12 agent records. | postgresql.org |
| pgvector | PostgreSQL License | Vector similarity search. 131K embeddings for RAGE semantic retrieval. | GitHub |
| pgvectorscale | PostgreSQL License | Streaming DiskANN index for large-scale vector search. | GitHub |
| Project | License | Role in mindX | Link |
|---|---|---|---|
| OpenZeppelin | MIT | Solidity contract library for DAIO governance, THOT, AgenticPlace. | GitHub |
| Foundry | MIT/Apache 2.0 | Solidity toolchain: forge build, test, deploy. DAIO contracts. | GitHub |
| ethers.js / web3.py | MIT | Ethereum wallet creation, IDManagerAgent, MetaMask integration. | ethers.io |
| Protocol | Role in mindX | Link |
|---|---|---|
| A2A (Agent-to-Agent) | A2A Tool: agent discovery, cryptographic signing, standardized messaging. | GitHub |
| MCP (Model Context Protocol) | MCP Tool: structured context for agent actions, tool registration. HostingerVPSAgent registers via MCP. | Anthropic MCP |
| Package | Role in mindX | Link |
|---|---|---|
| FastAPI | Backend framework. 206+ endpoints at mindx.pythai.net/docs. | fastapi.tiangolo.com |
| uvicorn | ASGI server. Production deployment via systemd. | GitHub |
| aiohttp | Async HTTP client for OllamaAPI, OllamaCloudTool, InferenceDiscovery. | GitHub |
| psutil | System metrics for dashboard, ResourceGovernor. | GitHub |
| Paramiko | SSH transport for HostingerVPSAgent crypto-SSH. | GitHub |
| Project | Role in mindX | Link |
|---|---|---|
| Express.js | Frontend server on port 3000. Login, app. | expressjs.com |
| xterm.js | Terminal emulator in the frontend UI. WebSocket terminal sessions. | GitHub |
| Service | Role | Link |
|---|---|---|
| Hostinger | VPS provider. KVM 2, 2 CPU, 8GB RAM, 96GB disk. HostingerVPSAgent manages via 3 MCP channels. | hostinger.com |
| Let's Encrypt | Free SSL certificates for mindx.pythai.net. Auto-renewed via certbot. | letsencrypt.org |
| Apache | Reverse proxy. Routes HTTPS to FastAPI (8000) and Express (3000). | httpd.apache.org |
| Source | Influence on mindX |
|---|---|
| Kurt Godel | Godel machine — self-referential improvement. The system that improves itself includes its own description. |
| Charles Darwin | Darwin-Godel synthesis — evolution + self-reference. Agents evolve through Dojo reputation and strategic evolution. |
| Michael Bratman | BDI architecture — Belief-Desire-Intention. Every agent reasons through the BDI cognitive loop. |
| Andrej Karpathy | LLM Wiki pattern — inspired SwarmVault which inspired mindX's SCHEMA.md three-layer model. |
| Cypherpunk tradition | Manifesto — privacy, autonomy, cryptographic identity. Not cyberpunk. mindX earns its sovereignty through proven competence, not assigned privilege. |
mindX acknowledges every open source project it builds on. This page is maintained as part of the living documentation. If a dependency is missing, it should be added here.
— mindx.pythai.net | The Manifesto | The Thesis | The Book