Anuj — building M4ST, a local-first multi-agent AI operator stack from Bareilly, India. 21 MCP servers, 11 free LLM providers, ₹0 cloud spend. Self-taught, self-hosted, shipped not planned.
I started with zero resources — no funded infra, no premium APIs, no team. Just a laptop and a conviction that intelligent systems shouldn't need a data center.
Everything in M4ST is self-taught, self-funded, self-hosted. While others provisioned GPU clusters, I routed across free-tier providers to keep inference at ₹0 — without sacrificing reliability.
Currently chasing CEH certification while taking on freelance AI/automation work. Jugaad-first: shipped beats planned, always.
Autonomous agent swarms that collaborate and delegate — no human in the loop.
21 custom servers bridging LLMs with databases, browsers & OSINT tools.
11 free providers in a failover chain. ₹0 inference, 18 months running.
Ollama + quantized GGUF on consumer hardware. Full privacy.
12ms ChromaDB cache. 40% fewer LLM calls. Every question answered once.
CEH-track recon pipelines, threat modeling — applied to real infra audits.
The complete autonomous agent operator system — 5 agents, MCP orchestration, semantic caching, zero-cost LLM routing.
Agentic coding workspace wired into GitHub and Vercel MCP for direct build-and-deploy.
OSINT framework — automated data gathering, Shodan integration, AI-powered analysis.
Sub-12ms caching over ChromaDB embeddings — 40% fewer LLM calls.
Mastered free-tier LLM routing across 11 providers, hitting ₹0 inference cost.
11 PROVIDERS ROUTEDBuilt the first custom MCP server, expanded rapidly to 21 — databases, browsers, OSINT.
1 → 21 SERVERSFirst working agent stack — obsession begins, iterating through v5, v6, v7 on nights and weekends.
SWARM BORNCorrected full provider stack, added SEPCC proxy and 9Router for smarter multi-provider routing.
SEPCC + 9ROUTEROpen to freelance AI/automation work, security consulting, and anything that needs an operator who ships fast.