v3.0 • autonomous agents

Command center
for your agent swarm
M4ST

One-man ops. Zero cloud spend. A full autonomous agent stack built from Bareilly — controlling 21 MCP servers, 11 LLM providers, and a semantic memory layer that doesn't miss.

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agent://m4st.log — live feed
[10:23:41]SYSBooting M4ST kernel v3.0...
[10:23:42]SYS21 MCP servers online
[10:23:43]INFORouter chain: 11 LLM providers active
[10:23:44]AGENTAgent-α: online • semantic cache hit 94%
[10:23:45]AGENTAgent-β: online • routing chain optimized
[10:23:46]AGENTAgent-γ: online • memory sync complete
[10:23:47]INFOCurrent cost: ₹0.00 (zero-cloud mode)
[10:23:48]SYSReady. Waiting for directives...
Agent-α
Orchestrator — online
Agent-β
Router — online
Agent-γ
Memory — indexing
Agent-δ
Security — watching
// STACK

The full arsenal.

Every tool in the M4ST agent stack — all running on consumer hardware, zero cloud cost.

Agent Orchestration

Multi-agent swarms using CrewAI, LangGraph & AutoGen. Autonomous delegation with human oversight.

MCP Protocol

21 custom MCP servers bridging LLMs to databases, browsers, OSINT, and APIs.

Zero-Cost Routing

11 free LLM providers in a smart failover chain. Inference at ₹0, always.

Local Inference

Quantized GGUF models via Ollama. Consumer GPU, no cloud dependency.

Semantic Memory

ChromaDB-powered vector cache. 12ms lookup, 40% fewer API calls.

Security & OSINT

CEH-track recon pipelines, applied to real-world infrastructure audits.

// DEPLOYED

Systems in production.

Not slideware — every project here is live, running, and generating real value.

01LIVE

M4ST Stack v3.0

Complete autonomous agent operator system — 5 agents, MCP orchestration, semantic cache, zero-cost routing.

CrewAIMCPFalkorDB
02ACTIVE

OpenWork Integration

Agentic coding workspace wired into GitHub & Vercel. Build, merge, deploy — one continuous flow.

MCPGitHub
03OS

cai-osint

Open-source recon framework — Shodan integration with AI-powered analysis and automated reporting.

PythonShodan
04v2.0

Semantic Cache Engine

Sub-12ms vector similarity cache. The same question never costs twice.

ChromaDBPython
// CHRONOLOGY

How the build escalated.

2024

Zero-cost breakthrough

Mastered free-tier routing across 11 providers. ₹0 inference became real under production load.

2025

MCP explosion

First custom MCP server went live. By year end: 21 servers connecting everything to everything.

2026

Swarm goes live

M4STCLAW v3 shipped first multi-agent system. Iterated from v3 to v7 on nights and weekends.

NOW

v3.0 deployed

Full provider stack corrected, SEPCC proxy, 9Router — the swarm keeps learning.

Want to deploy your
own agent swarm?

Open for freelance AI/automation work, security consulting, and building autonomous systems that actually ship.

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