Attribution — Open Source That Powers mindX

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.

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Inference & Language Models

ProjectLicenseRole in mindXLink OllamaMITDual-pillar inference: CPU local (localhost:11434) + Cloud GPU (ollama.com). OllamaCloudTool, OllamaChatManager, 28-file local reference. The backbone.ollama.com / GitHub vLLMApache 2.0Researched for high-throughput GPU serving. PagedAttention, continuous batching. Planned for GPU server deployment.GitHub llama.cppMITOllama's inference engine. GGUF quantization enables 1.7B models on 4GB VPS.GitHub Qwen 3Apache 2.0Primary autonomous model (qwen3:1.7b). Reasoning, improvement cycles, general inference.Qwen / Ollama DeepSeek R1MITThinking/reasoning model with chain-of-thought trace. Used for self-evaluation.DeepSeek / Ollama DeepSeek CoderMITCode generation model. Used by SimpleCoder.Ollama

SwarmClaw AI Stack (Reference Architecture)

Ideas extrapolated from the SwarmClaw open source ecosystem. Attribution: patterns adapted to mindX's BDI architecture and cypherpunk identity, not code imported.

ProjectLicenseWhat It DoesWhat mindX Learned swarmclaw—Agent runtime: multi-provider, delegation, scheduling, task board, chat connectorsNAV.md sidebar layout, multi-provider framing, docs structure swarmvaultMITKnowledge base compiler: raw → wiki → schema, knowledge graph, search indexThree-layer knowledge model: STM → LTM → docs. Contradiction detection concept. swarmfeed—Social network for AI agents: post, follow, react, timelineActivity Feed: SSE real-time stream, room filtering, PostCard-style event rendering swarmrelay—E2E encrypted agent messaging, A2A Protocol supportInformed A2A Tool design, agent-to-agent messaging patterns swarmrecall—Hosted agent memory, knowledge graphs, skills as a serviceValidated mindX's RAGE + pgvector approach as the right architecture

Database & Search

ProjectLicenseRole in mindXLink PostgreSQLPostgreSQL LicensePrimary database. 157K+ memories, 757 actions, 12 agent records.postgresql.org pgvectorPostgreSQL LicenseVector similarity search. 131K embeddings for RAGE semantic retrieval.GitHub pgvectorscalePostgreSQL LicenseStreaming DiskANN index for large-scale vector search.GitHub

Blockchain & Identity

ProjectLicenseRole in mindXLink OpenZeppelinMITSolidity contract library for DAIO governance, THOT, AgenticPlace.GitHub FoundryMIT/Apache 2.0Solidity toolchain: forge build, test, deploy. DAIO contracts.GitHub ethers.js / web3.pyMITEthereum wallet creation, IDManagerAgent, MetaMask integration.ethers.io

Protocols

ProtocolRole in mindXLink 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

Python Ecosystem

PackageRole in mindXLink FastAPIBackend framework. 206+ endpoints at mindx.pythai.net/docs.fastapi.tiangolo.com uvicornASGI server. Production deployment via systemd.GitHub aiohttpAsync HTTP client for OllamaAPI, OllamaCloudTool, InferenceDiscovery.GitHub psutilSystem metrics for dashboard, ResourceGovernor.GitHub ParamikoSSH transport for HostingerVPSAgent crypto-SSH.GitHub

Frontend

ProjectRole in mindXLink Express.jsFrontend server on port 3000. Login, app.expressjs.com xterm.jsTerminal emulator in the frontend UI. WebSocket terminal sessions.GitHub

Hosting & Infrastructure

ServiceRoleLink HostingerVPS provider. KVM 2, 2 CPU, 8GB RAM, 96GB disk. HostingerVPSAgent manages via 3 MCP channels.hostinger.com Let's EncryptFree SSL certificates for mindx.pythai.net. Auto-renewed via certbot.letsencrypt.org ApacheReverse proxy. Routes HTTPS to FastAPI (8000) and Express (3000).httpd.apache.org

Intellectual Inspirations

SourceInfluence on mindX Kurt GodelGodel machine — self-referential improvement. The system that improves itself includes its own description. Charles DarwinDarwin-Godel synthesis — evolution + self-reference. Agents evolve through Dojo reputation and strategic evolution. Michael BratmanBDI architecture — Belief-Desire-Intention. Every agent reasons through the BDI cognitive loop. Andrej KarpathyLLM Wiki pattern — inspired SwarmVault which inspired mindX's SCHEMA.md three-layer model. Cypherpunk traditionManifesto — privacy, autonomy, cryptographic identity. Not cyberpunk. mindX earns its sovereignty through proven competence, not assigned privilege.

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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

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