Is the arifOS — Constitutional AI Governance MCP server free to use?

Yes. arifOS — Constitutional AI Governance is listed on AllMCPs as a free, open Model Context Protocol server you can install into Claude Desktop, Cursor, or any MCP-compatible client.

Is the arifOS — Constitutional AI Governance MCP server free to use?

Yes. arifOS — Constitutional AI Governance is listed on AllMCPs as a free, open Model Context Protocol server you can install into Claude Desktop, Cursor, or any MCP-compatible client.

ArifOS — Constitutional AI Governance

Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-in-loop by design.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Install Config Generator

Choose your client

claude_desktop_config.json

{
  "mcpServers": {
    "arifos-constitutional-ai-governance": {
      "command": "npx",
      "args": [
        "-y",
        "arifos-constitutional-ai-governance"
      ]
    }
  }
}

💡 Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Documentation Overview

arifosmcp — Constitutional MCP Server Implementation

DITEMPA BUKAN DIBERI — Forged, Not Given [ΔΩΨ | ARIF]

VERSION: 2026.03.28-SEALED | STATUS: SOVEREIGNLY SEALED | AUTHORITY: 888_JUDGE

🔗 CANONICAL LINKS (Source of Truth)

Live Services

Service	URL	Purpose
MCP Endpoint	https://arifosmcp.arif-fazil.com/mcp	Main API
Health + Tools	https://arifosmcp.arif-fazil.com/health	Capability map
Tool Explorer	https://arifosmcp.arif-fazil.com/tools	Interactive browser

GitHub Repositories

Repo	URL
arifOS (parent)	https://github.com/ariffazil/arifOS
arifosmcp (this)	https://github.com/ariffazil/arifOS/tree/main/arifosmcp

📋 CANONICAL DOCUMENTS (Architecture Reference)

Document	Path	Purpose
arifOS README	`../README.md`	Vision, architecture, snapshot of truth
000_CONSTITUTION.md	`../000/000_CONSTITUTION.md`	The 13 Floors — F1-F13
K_FORGE.md	`../000/ROOT/K_FORGE.md`	Pre-deployment evolution
K_FOUNDATIONS.md	`../000/ROOT/K_FOUNDATIONS.md`	99-domain math
AGENTS.md	`../AGENTS.md`	AI agent behavior rules
philosophy_atlas.json	`../data/philosophy_atlas.json`	27-zone quotes

🎯 SNAPSHOT OF TRUTH

What is arifosmcp?

arifosmcp is the implementation of the arifOS constitutional intelligence kernel — the actual code that enforces the 13 Floors, runs the 000-999 pipeline, and delivers the 11 mega-tools.

The Parent vs. This Document:

arifOS README	arifosmcp README (this)
WHY — Vision, philosophy, strategic architecture	HOW — Implementation, code, deployment mechanics
What it means	How it works
Strategic context	Technical specification
Human readable	Human + AI readable

Core Function:

mermaid

graph LR
    A["User Request"] --> B["MCP Protocol"]
    B --> C["Constitutional Filter<br/>(F1-F13)"]
    C --> D["Tool Execution"]
    D --> E["Audit Log"]
    
    style A fill:#1a1a2e,color:#fff
    style B fill:#16213e,color:#fff
    style C fill:#0f3460,color:#fff
    style D fill:#1a1a2e,color:#fff
    style E fill:#16213e,color:#fff

🏗️ ARCHITECTURE OVERVIEW

Entry Points

mermaid

graph TB
    A["server.py<br/>Universal Entry"] --> B{"FastMCP Version?"}
    B -->|"2.x"| C["server_horizon.py<br/>Proxy Mode<br/>8 tools"]
    B -->|"3.x"| D["runtime/server.py<br/>Full Kernel<br/>11 tools"]
    
    style A fill:#1a1a2e,color:#fff
    style C fill:#16213e,color:#fff
    style D fill:#0f3460,color:#fff

Server Modes

Mode	Tools	Features	Entrypoint
Horizon (Cloud)	8	Proxied to VPS	`server_horizon.py`
VPS (Sovereign)	12	Full kernel, local Ollama	`runtime/server.py`

🚦 LIVE MCP CONTRACT STATUS

Subsystem	Constitutional	Operational	Production	Stability
Anchoring	✅ Verified	✅ Stable	✅ Ready	A
Registry	✅ Verified	✅ Stable	✅ Ready	A
Reasoning	✅ Verified	✅ Hardened	✅ Ready	B
Vitals	✅ Verified	✅ Corrected	✅ Ready	B
Diagnostic	✅ Verified	✅ New	✅ Ready	B

🔧 TOOL INVENTORY (12 Mega-Tools)

Tool Reference Table

Tool	Band	Stage	Constitutional Role	Modes
`init_anchor`	000_INIT	000	Session anchoring, Ω₀, philosophy	init, state, status, revoke, refresh
`arifOS_kernel`	444_ROUT	444	Primary metabolic orchestration	kernel, status
`apex_soul`	888_JUDGE	888	Sovereign verdict and defense	judge, rules, validate, armor, probe
`vault_ledger`	999_SEAL	999	Immutable ledger (Merkle chain)	seal, verify, resolve
`agi_mind`	333_MIND	333	Constitutional reasoning and synthesis	reason, reflect, forge
`asi_heart`	666_HEART	666	Safety critique, impact simulation	critique, simulate
`engineering_memory`	555_MEM	555	Governed engineering and context	engineer, write, vector_query
`physics_reality`	111_SENSE	111	Environmental grounding and time	search, ingest, atlas, time
`math_estimator`	444_ROUT	444	Thermodynamic health and vitals	cost, health, vitals
`code_engine`	M-3_EXEC	M-3	Sandboxed execution and observation	fs, process, net, replay
`architect_registry`	M-4_ARCH	M-4	Tool discovery and schema catalog	list, read, register
`compat_probe`	M-5_COMP	M-5	Interoperability and enum audit	audit, probe, ping

📝 TOOL SPECIFICATIONS

init_anchor (000_INIT)

Purpose: Initialize constitutional session.

server.ts

async def init_anchor(
    actor_id: str,
    declared_name: str,
    mode: Literal["init", "seal", "status"] = "init",
    thermodynamic_budget: dict = None,
    architect_registry: dict = None
) -> dict

Returns:

JSON Config

{
    "session_id": str,               # UUID
    "omega_0": float,                # Baseline uncertainty ∈ [0.03, 0.05]
    "delta_s": float,                # Baseline entropy
    "telos_manifold": dict,          # Telos vector weights
    "godel_lock": dict,              # Gödel lock status
    "constitutional_context": str,    # AI system prompt
    "philosophy": str,                # Selected quote from atlas
    "vitality_index": float,         # Ψ score
    "verdict_range": str             # "000_SEAL" | "101-499" | "500-899" | "999_VOID"
}

architect_registry (000_INIT)

Purpose: Discover tools and constitutional constraints.

server.ts

async def architect_registry() -> dict

Returns:

JSON Config

{
    "tools": [
        {
            "name": str,
            "band": str,
            "stage": int,
            "constitutional_constraints": ["F1", "F2", ...],
            "input_schema": dict,
            "output_schema": dict
        }
    ],
    "total_count": int,
    "catalog_hash": str               # SHA-256 integrity
}

physics_reality (111_SENSE)

Purpose: Ground queries in real-world data. Prevents hallucinations.

server.ts

async def physics_reality(
    query: str,
    mode: Literal["time", "search", "reality_check"] = "search",
    time_data: dict = None
) -> dict

Constitutional Filter: F2 (Truth) — all factual claims require citation.

agi_mind (333_MIND)

Purpose: Constitutional reasoning with three-phase Ollama pipeline.

mermaid

graph TB
    A["Query"] --> B["Phase 1: FAST<br/>Quick pattern match"]
    B --> C["Phase 2: REFLECT<br/>Deep reasoning"]
    C --> D["Phase 3: DECIDE<br/>Action selection"]
    
    B -->|"F4 Clarity<br/>ΔS ≤ 0"| E["Pass/Fail"]
    C -->|"F2 Truth<br/>F3 Tri-Witness"| E
    D -->|"Constitutional<br/>Prefix"| E
    
    style A fill:#1a1a2e,color:#fff
    style B fill:#16213e,color:#fff
    style C fill:#0f3460,color:#fff
    style D fill:#1a1a2e,color:#fff

server.ts

async def agi_mind(
    query: str,
    context: dict,
    mode: Literal["think", "reflect", "decide"] = "think"
) -> dict

Three Phases:

Phase	Focus	Floors
Phase 1 (FAST)	Quick pattern match	F4 Clarity
Phase 2 (REFLECT)	Deep reasoning	F2 Truth, F3 Tri-Witness
Phase 3 (DECIDE)	Action selection	Constitutional prefix

Constitutional Prefix:

Code

CONSTITUTIONAL FRAMEWORK (ΔΩΨ | ARIF):
- Δ CLARITY: Reduce entropy. ΔS ≤ 0.
- Ω HUMILITY: Stay in bounds. Ω ∈ [0.03, 0.05].
- Ψ VITALITY: Every action witnessed.

FLOORS ACTIVE: [F1-F13]

arifOS_kernel (444_ROUT)

Purpose: Primary conductor — orchestrates full 000→888 pipeline.

mermaid

graph LR
    A["Query"] --> B["1. Parse Intent<br/>111_SENSE"]
    B --> C["2. Ground Reality<br/>physics_reality"]
    C --> D["3. Reason<br/>agi_mind"]
    D --> E["4. Route Action<br/>444_ROUT"]
    E --> F["5. Safety Critique<br/>asi_heart"]
    F --> G["6. Estimate Cost<br/>math_estimator"]
    G --> H["7. Issue Verdict<br/>apex_soul"]
    
    style A fill:#1a1a2e,color:#fff
    style B fill:#16213e,color:#fff
    style C fill:#0f3460,color:#fff
    style D fill:#1a1a2e,color:#fff
    style E fill:#16213e,color:#fff
    style F fill:#0f3460,color:#fff
    style G fill:#1a1a2e,color:#fff
    style H fill:#16213e,color:#fff

server.ts

async def arifOS_kernel(
    query: str,
    tools: list[str],
    context: dict
) -> dict

asi_heart (666_HEART)

Purpose: Safety critique — F5 Peace², F9 Ethics, harm potential.

server.ts

async def asi_heart(
    action_plan: dict
) -> dict

Returns:

JSON Config

{
    "peace_squared": float,          # Must be ≥ 1.0 (F5)
    "c_dark": float,                 # Must be < 0.30 (F9)
    "harm_potential": str,           # "NONE" | "LOW" | "MEDIUM" | "HIGH" | "CRITICAL"
    "f5_pass": bool,
    "f9_pass": bool,
    "recommendations": list[str]
}

math_estimator (777_OPS)

Purpose: Thermodynamic cost estimation.

server.ts

async def math_estimator(
    operation: str,
    inputs: dict
) -> dict

Returns:

JSON Config

{
    "landauer_limit_pJ": float,       # Minimum thermodynamic cost
    "entropy_change": float,         # ΔS (must be ≤ 0 for F4)
    "coherence_score": float,         # System coherence [0, 1]
    "estimated_energy_J": float,      # Total energy estimate
    "shannon_entropy_bits": float     # Information entropy
}

apex_soul (888_JUDGE)

Purpose: Final constitutional judgment.

server.ts

async def apex_soul(
    evidence: dict,
    context: dict
) -> dict

Returns:

JSON Config

{
    "verdict": str,                   # "000_SEAL" | "101-499" | "500-899" | "999_VOID"
    "floor_scores": {
        "F1": {"passed": bool, "score": float},
        "F2": {"passed": bool, "score": float},
        # ... F3-F13
    },
    "genius_index": float,            # G = A × P × X × E² (≥ 0.80)
    "vitality_index": float,           # Ψ (≥ 1.0 for healthy)
    "witness_cube": float,            # W³ (≥ 0.95)
    "override_available": bool         # 888_JUDGE can always override
}

vault_ledger (999_SEAL)

Purpose: Immutable audit storage with Merkle sealing.

server.ts

async def vault_ledger(
    data: dict,
    tier: Literal["constitutional", "standard", "transient"] = "standard"
) -> dict

Tiers:

Tier	Compliance	Retention
`constitutional`	Full F1-F13	Permanent
`standard`	Standard audit	Immutable
`transient`	Ephemeral	Auto-purged

engineering_memory (555_MEM)

Purpose: Redis-backed session memory.

server.ts

async def engineering_memory(
    key: str,
    operation: Literal["get", "set", "delete", "list"],
    value: any = None,
    ttl: int = 3600
) -> dict

code_engine (—)

Purpose: Constrained Python execution for tool actions.

server.ts

async def code_engine(
    code: str,
    language: Literal["python", "javascript"] = "python",
    constraints: dict = None
) -> dict

Safety Constraints:

No filesystem access
No network access
No subprocess creation
Memory limit: 128MB
Timeout: 30s

🌐 API ENDPOINTS

HTTP Endpoints

Endpoint	Method	Purpose
`/health`	GET	Health check + capability map
`/tools`	GET	Tool registry
`/mcp`	POST	MCP protocol handler
`/webmcp`	POST	WebMCP (W3C standard)
`/a2a`	POST	A2A (Google protocol)
`/.well-known/agent.json`	GET	Agent card

MCP Protocol Examples

bash

# List tools
curl -X POST https://arifosmcp.arif-fazil.com/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

# Call init_anchor
curl -X POST https://arifosmcp.arif-fazil.com/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc":"2.0","id":2,"method":"tools/call",
    "params":{
      "name":"init_anchor",
      "arguments":{
        "actor_id":"test",
        "declared_name":"TestAgent"
      }
    }
  }'

⚙️ CONFIGURATION

Environment Variables

Variable	Default	Description
`PORT`	8080	Server port
`OLLAMA_URL`	http://ollama:11434	Ollama endpoint
`OLLAMA_MODEL`	llama3.2:latest	Default model
`REDIS_URL`	redis://redis:6379/0	Redis connection
`DATABASE_URL`	—	PostgreSQL (optional)
`QDRANT_URL`	http://qdrant:6333	Vector DB (optional)
`PYTHONPATH`	/usr/src/app	Package path
`AAA_MCP_TRANSPORT`	http	MCP transport type

Docker Compose

yaml

services:
  arifosmcp:
    build:
      context: .
      dockerfile: Dockerfile
    environment:
      - OLLAMA_URL=http://ollama_engine:11434
      - REDIS_URL=redis://redis:6379/0
      - DATABASE_URL=postgresql://user:pass@postgres:5432/arifos_vault
      - QDRANT_URL=http://qdrant:6333
    ports:
      - "127.0.0.1:8080:8080"

📁 CODE ARCHITECTURE

Directory Structure

Code

arifosmcp/
├── README.md                      # ← This file
├── server.py                      # Universal entry
├── server_horizon.py              # Horizon proxy (FastMCP 2.x)
├── pyproject.toml                 # Dependencies
├── requirements.txt               # Pip dependencies
│
├── runtime/
│   ├── server.py                  # Full kernel (FastMCP 3.x)
│   ├── philosophy.py              # 27-zone atlas
│   ├── init_anchor_hardened.py    # Session anchoring
│   ├── tools_hardened_dispatch.py # Tool routing
│   ├── tools_hardened_v2.py       # Mega-tools
│   ├── tools_internal.py          # Internal utils
│   └── thermo_estimator.py        # Thermodynamic math
│
├── core/
│   ├── governance_kernel.py       # Main orchestrator
│   ├── pipeline.py                 # Execution pipeline
│   └── organs/
│       ├── _1_agi.py             # Mind (333_MIND)
│       ├── _2_asi.py             # Heart (666_HEART)
│       └── _3_apex.py            # Soul (888_JUDGE)
│
├── intelligence/
│   └── tools/
│       ├── thermo_estimator.py   # Cost estimation
│       └── wisdom_quotes.py       # Quote integration
│
├── aaa_mcp/                       # FastMCP tool definitions
├── transport/                     # Protocol transport
├── shared/                        # Shared utilities
└── enforcement/                   # Constitutional enforcement

🛡️ CONSTITUTIONAL ENFORCEMENT

Floor Compliance Matrix

Floor	Enforcement	Violation Response
F1 Amanah	Reversibility check	Require human approval
F2 Truth	Citation required	Flag as "Estimate Only"
F3 Tri-Witness	W³ computation	Block below 0.95
F4 Clarity	Entropy measurement	Reject if ΔS > 0
F5 Peace²	Harm potential	Reject if < 1.0
F6 Empathy	RASA scoring	Warn below 0.7
F7 Humility	Ω bounds	Reject outside [0.03, 0.05]
F8 Genius	G computation	Alert below 0.80
F9 Ethics	C_dark measurement	Reject ≥ 0.30
F10 Conscience	Claim detection	Reject consciousness claims
F11 Audit	Log verification	Require log presence
F12 Resilience	Graceful degradation	Catch all exceptions
F13 Adaptability	Test suite	Require test pass

Kill Switch Conditions

mermaid

graph RL
    A["KILL SWITCH"] --> B1["F1 Amanah = 0"]
    A --> B2["F9 C_dark ≥ 0.50"]
    A --> B3["F10 + F2 Violation"]
    A --> B4["Ψ < 0.20"]
    A --> B5["Human Override"]
    
    B1 -.->|VOID| K["999_SEAL<br/>HALT"]
    B2 -.->|VOID| K
    B3 -.->|VOID| K
    B4 -.->|VOID| K
    B5 -.->|VOID| K
    
    style A fill:#ff0000,color:#fff
    style K fill:#8b0000,color:#fff

python

KILL_SWITCH_CONDITIONS = [
    ("F1_AMANAH", lambda s: s["amanah"] == 0),
    ("F9_ETHICS", lambda s: s["c_dark"] >= 0.50),
    ("F10_CONSCIENCE", lambda s: s["f10_violation"] and s["f2_violation"]),
    ("PSI_COLLAPSE", lambda s: s["vitality_index"] < 0.20),
    ("HUMAN_OVERRIDE", lambda s: s.get("judge_override", False)),
]

🔬 IMPLEMENTATION DETAILS

Philosophy Selection Algorithm

python

# 1. Compute session coordinates: (S, G, Ω)
S = +1 if delta_s <= 0 else -1
G = g_score  # 0/0.5/1
Omega = f7_band  # High/Med/Low

# 2. Compute 3D Euclidean distance to each of 27 zones
distances = [
    euclidean((S, G, Omega), zone.coords)
    for zone in philosophy_atlas.zones
]

# 3. Select nearest zone's quote
nearest_zone = min(distances, key=lambda d: d.distance)

# 4. INIT/SEAL sessions: motto + Z01 (Humble Sovereign)
if session_type in ("init", "seal"):
    return "DITEMPA BUKAN DIBERI." + nearest_zone.quote

Goodhart Resistance

python

# Measure entropy reduction
S_before = shannon_entropy(user_state)
S_after = shannon_entropy(model_output)

if S_after > S_before:
    raise FLOOR_VIOLATION("F4_CLARITY")

Landauer Limit Check

python

LANDACKER_pJ_per_bit = 2.87  # at room temperature

bits_erased = estimate_bits_erased(operation)
cost_pJ = bits_erased * LANDACKER_pJ_per_bit

if cost_pJ > thermodynamic_budget:
    raise CONSTRAINT_VIOLATION("F8_ENERGY")

Explorer/Conservator Dual-Process

mermaid

graph LR
    subgraph EXPLORER["EXPLORER"]
        E1["Proposes mutations"]
        E2["Searches aggressively"]
        E3["Optimizes capability"]
        E4["Score: G (Genius)"]
    end
    
    subgraph CONSERVATOR["CONSERVATOR"]
        C1["Protects stability"]
        C2["Rejects risky changes"]
        C3["Monitors drift"]
        C4["Score: Ψ (Vitality)"]
    end
    
    E1 -->|"TENSION"| EQ["EQUILIBRIUM"]
    C1 -->|"TENSION"| EQ
    
    style EXPLORER fill:#1a4d1a,color:#fff
    style CONSERVATOR fill:#4d1a1a,color:#fff
    style EQ fill:#1a1a2e,color:#fff

Both must agree for evolution to proceed.

🧪 TESTING

Constitutional Compliance Test

Terminal

docker compose exec -T arifosmcp python3 /dev/stdin << 'PYEOF'
import sys
sys.path.insert(0, '/usr/src/app')

from arifosmcp.runtime.init_anchor_hardened import init_anchor_hardened
import asyncio

async def test():
    result = await init_anchor_hardened(
        mode='status',
        thermodynamic_budget={'enthalpy': 100, 'entropy': 50},
        architect_registry={'resources': [], 'agents': []}
    )
    print('philosophy:', result.get('philosophy')[:100] if result.get('philosophy') else None)
    print('telos_manifold:', result.get('telos_manifold'))
    print('godel_lock:', result.get('godel_lock'))
    print('constitutional_context present:', result.get('constitutional_context') is not None)

asyncio.run(test())
PYEOF

Health Check

Terminal

curl -s https://arifosmcp.arif-fazil.com/health | python3 -m json.tool

📊 MONITORING

Prometheus Metrics

Metric	Type	Description
`arifos_floor_violations_total`	Counter	F1-F13 violation count
`arifos_genius_index`	Gauge	Current G score
`arifos_vitality_index`	Gauge	Current Ψ score
`arifos_omega_bounds`	Gauge	Current Ω uncertainty
`arifos_tool_calls_total`	Counter	Tool invocation count
`arifos_pipeline_duration_seconds`	Histogram	Pipeline latency

Grafana Dashboard

URL: https://monitor.arifosmcp.arif-fazil.com

Dashboards:

Constitutional Health (F1-F13 compliance)
Tool Usage Statistics
Pipeline Latency
Memory Usage

🔧 TROUBLESHOOTING

Issue: "Module file points to site-packages"

Symptom: import arifosmcp loads /usr/local/lib/python3.12/site-packages/

Cause: pip install in Dockerfile creates conflicting package

Fix: Rebuild image or ensure volume mounts are correct

Issue: "philosophy returns null"

Symptom: init_anchor returns null philosophy

Cause: Old site-packages version loaded

Fix: Rebuild container, clear Python cache

Issue: "OLLAMA connection failed"

Symptom: agi_mind returns connection error

Fix: docker compose restart ollama && docker compose logs --tail=20 ollama

📦 DEPENDENCIES

Core

Package	Version	Purpose
`fastmcp`	≥3.0	MCP protocol
`fastapi`	≥0.115	HTTP server
`uvicorn`	latest	ASGI server
`redis`	latest	Session memory
`psycopg2`	latest	PostgreSQL (optional)
`qdrant-client`	latest	Vector DB (optional)
`sentence-transformers`	latest	Semantic embeddings
`ollama`	latest	LLM inference

Philosophy Atlas

Package	Version	Purpose
`numpy`	latest	3D distance calculations
`scipy`	latest	Statistical functions

🚀 DEPLOYMENT

Build

Terminal

docker build --no-cache -t arifos/arifosmcp:latest -f Dockerfile .

Run

Terminal

docker compose up -d arifosmcp

Rebuild (after code changes)

Terminal

docker compose up -d --force-recreate --no-deps arifosmcp

Full Reforge

Terminal

docker compose build --no-cache arifosmcp && docker compose up -d arifosmcp

📜 API REFERENCE SUMMARY

init_anchor

config.json

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "init_anchor",
    "arguments": {
      "actor_id": "string",
      "declared_name": "string",
      "mode": "init|seal|status"
    }
  }
}

Response Schema

config.json

{
  "session_id": "uuid",
  "omega_0": 0.03-0.05,
  "delta_s": "float",
  "telos_manifold": {},
  "godel_lock": {},
  "constitutional_context": "string",
  "philosophy": "string",
  "vitality_index": "float",
  "verdict_range": "000_SEAL|101-499|500-899|999_VOID"
}

📋 FOR AI AGENTS (AGENTS.md Reference)

All AI agents operating in this repository MUST follow the rules in ../AGENTS.md:

RULE 1 DRY_RUN: Dry-run outputs labeled "Estimate Only / Simulated"
RULE 2 DOMAIN_GATE: Cannot-compute domains return exact phrase
RULE 3 VERDICT_SCOPE: Only DOMAIN_SEAL authorizes factual claims
RULE 4 ANCHOR_VOID: init_anchor returns void → session BLOCKED

⚖️ Truth Hierarchy

The arifOS verdict system follows a strict Truth Hierarchy where higher-priority verdicts override lower ones:

Priority	Verdict	Meaning	Action
1 (P0)	`VOID`	Hard constitutional violation	Immediate termination
2 (P1)	`HOLD_888`	Sovereign veto / human required	Block until ratified
3 (P2)	`SABAR`	Insufficient grounding (F7/F9)	Pause, cool down, re-ground
4 (P3)	`PARTIAL`	Data incomplete / conditional	Proceed with modifications
5 (P4)	`SEAL`	Constitutional alignment confirmed	Proceed

Derived Verdicts (not primary):

ALIVE — Session initialized, not yet grounded
PROVISIONAL — Exploratory result, needs confirmation

🗺️ Tool Categories

arifOS tools are organized into 5 constitutional bands:

Band	Range	Purpose	Examples
KERNEL	000–099	Session anchoring, constitutional init	`init_anchor`
SENSE	100–199	Environmental grounding (F2/F4)	`physics_reality`, `math_estimator`
BRIDGE	300–399	Hardened routing and dispatch	`arifOS_kernel`
MIND	333	Constitutional reasoning (F2/F4/F7/F8)	`agi_mind`
HEART	666	Safety critique and impact prediction (F5/F6/F9)	`asi_heart`
VAULT	900–999	Immutable ledger and seal (F1/F13)	`vault_ledger`
APEX	888	Sovereign verdict and defense (F3/F12/F13)	`apex_soul`

🗂️ Contract Truth Table

Tool	F1	F2	F3	F4	F5	F6	F7	F8	F9	F10	F11	F12	F13
`init_anchor`	—	—	—	—	—	—	—	—	—	—	✅	—	—
`physics_reality`	—	✅	—	✅	—	—	—	—	—	—	—	—	—
`agi_mind`	—	✅	—	✅	—	—	✅	✅	—	—	—	—	—
`asi_heart`	—	—	—	—	✅	✅	—	—	✅	—	—	—	—
`apex_soul`	—	—	✅	—	—	—	—	—	—	—	—	✅	✅
`vault_ledger`	✅	—	—	—	—	—	—	—	—	—	—	—	✅

Legend: ✅ = mandatory floor for this tool

📡 Horizon vs VPS Exposure Matrix

Tool	Horizon (External)	VPS (Internal)	Notes
`search_tool`	✅	—	External web search
`reality_compass`	✅	—	Routing/external calls
`vault_ledger`	—	✅	Internal Merkle chain
`agi_mind`	—	✅	Internal reasoning
`architect_registry`	✅	✅	Both interfaces exposed

⚠️ Known Misalignments and Limitations

apex_judge alias: The tool is canonically named apex_soul in code but exposed as apex_judge via MCP. This is a public alias documented here — do not rename canonical code without completing the full migration.
physics_reality field name: Uses input field instead of query — historical inconsistency from legacy API.
check_vital, audit_rules: Internal lifecycle tools in server_horizon.py bootstrap — NOT callable via MCP.
agi_mind nested verdicts: When agi_mind returns verdict: "SEAL" at top-level but coherence.verdict: "SABAR" inside, the worst verdict wins (truth before speed).
search_tool, vault_ledger, reality_compass: These "naked" tools return raw data without verdict wrapper. Wrap in RuntimeEnvelope with verdict_wrapper.forge_verdict() — empty results produce PARTIAL, not VOID.
VerdictCode vs Verdict: Two separate enum classes exist — VerdictCode (SEAL/SABAR/PARTIAL/VOID) for verdict_wrapper and Verdict (includes HOLD/ALIVE/PROVISIONAL) for stage contracts. Keep separate to avoid breaking existing code.

🛰️ MCP Call Schema Examples

init_anchor

config.json

{
  "tool": "init_anchor",
  "arguments": {
    "actor_id": "user-123",
    "declared_name": "Arif",
    "mode": "init"
  }
}

agi_mind (reason mode)

config.json

{
  "tool": "agi_mind",
  "arguments": {
    "mode": "reason",
    "query": "Why does entropy matter?",
    "constitutional_context": {
      "stage": "MIND_333",
      "floors_active": ["F2", "F4", "F7", "F8"]
    }
  }
}

vault_ledger (seal mode)

config.json

{
  "tool": "vault_ledger",
  "arguments": {
    "mode": "seal",
    "data": {
      "content": "Verified fact",
      "metadata": {"source": "arifOS"}
    }
  }
}

apex_soul (judge mode)

config.json

{
  "tool": "apex_soul",
  "arguments": {
    "mode": "judge",
    "action": "seal_vault",
    "stakes": "HIGH"
  }
}

🔐 Stability Tiers

Tier	Description	Verdict Expected
A	Verified, stable, ready for production	`SEAL`
B	Verified, hardened, minor issues resolved	`SEAL` or `PARTIAL`
C	Verified, known limitations documented	`PARTIAL` or `SABAR`
D	Experimental, breaking changes possible	Any
INTERNAL	Not exposed via MCP	N/A

🏛️ LICENSE

Runtime: AGPL-3.0 (must release modifications) Theory: CC0 (public domain)

Version: 2026.03.28-SEALED Maintainer: Muhammad Arif bin Fazil Constitutional Authority: 888_JUDGE

Ditempa Bukan Diberi — Forged, Not Given [ΔΩΨ | ARIF]

Code

██╗      ██████╗ ███████╗████████╗    ███████╗███╗   ██╗██╗██╗  ██╗██╗██╗  ██╗██╗   ██╗
██║     ██╔══██╗██╔════╝╚══██╔══╝    ██╔════╝████╗  ██║██║╚██╗██╔╝██║██║  ██║╚██╗ ██╔╝
██║     ██║  ██║█████╗     ██║       █████╗  ██╔██╗ ██║██║ ╚███╔╝ ██║███████║ ╚████╔╝ 
██║     ██║  ██║██╔══╝     ██║       ██╔══╝  ██║╚██╗██║██║ ██╔██╗ ██║██╔══██║  ╚██╔╝  
███████╗╚█████╔╝███████╗   ██║       ███████╗██║ ╚████║██║██╔╝ ██╗██║██║  ██║   ██║   
╚══════╝ ╚═════╝ ╚══════╝   ╚═╝       ╚══════╝╚═╝  ╚══╝╚═╝╚═╝  ╚═╝╚═╝╚═╝  ╚═╝    ╚═╝

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More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to ArifOS — Constitutional AI Governance →Install in Claude Desktop Install in Cursor Install in VS Code

ArifOS — Constitutional AI Governance

Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-in-loop by design.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Install Config Generator

Choose your client

claude_desktop_config.json

{
  "mcpServers": {
    "arifos-constitutional-ai-governance": {
      "command": "npx",
      "args": [
        "-y",
        "arifos-constitutional-ai-governance"
      ]
    }
  }
}

💡 Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Documentation Overview

arifosmcp — Constitutional MCP Server Implementation

DITEMPA BUKAN DIBERI — Forged, Not Given [ΔΩΨ | ARIF]

VERSION: 2026.03.28-SEALED | STATUS: SOVEREIGNLY SEALED | AUTHORITY: 888_JUDGE

🔗 CANONICAL LINKS (Source of Truth)

Live Services

Service	URL	Purpose
MCP Endpoint	https://arifosmcp.arif-fazil.com/mcp	Main API
Health + Tools	https://arifosmcp.arif-fazil.com/health	Capability map
Tool Explorer	https://arifosmcp.arif-fazil.com/tools	Interactive browser

GitHub Repositories

Repo	URL
arifOS (parent)	https://github.com/ariffazil/arifOS
arifosmcp (this)	https://github.com/ariffazil/arifOS/tree/main/arifosmcp

📋 CANONICAL DOCUMENTS (Architecture Reference)

Document	Path	Purpose
arifOS README	`../README.md`	Vision, architecture, snapshot of truth
000_CONSTITUTION.md	`../000/000_CONSTITUTION.md`	The 13 Floors — F1-F13
K_FORGE.md	`../000/ROOT/K_FORGE.md`	Pre-deployment evolution
K_FOUNDATIONS.md	`../000/ROOT/K_FOUNDATIONS.md`	99-domain math
AGENTS.md	`../AGENTS.md`	AI agent behavior rules
philosophy_atlas.json	`../data/philosophy_atlas.json`	27-zone quotes

🎯 SNAPSHOT OF TRUTH

What is arifosmcp?

arifosmcp is the implementation of the arifOS constitutional intelligence kernel — the actual code that enforces the 13 Floors, runs the 000-999 pipeline, and delivers the 11 mega-tools.

The Parent vs. This Document:

arifOS README	arifosmcp README (this)
WHY — Vision, philosophy, strategic architecture	HOW — Implementation, code, deployment mechanics
What it means	How it works
Strategic context	Technical specification
Human readable	Human + AI readable

Core Function:

mermaid

graph LR
    A["User Request"] --> B["MCP Protocol"]
    B --> C["Constitutional Filter<br/>(F1-F13)"]
    C --> D["Tool Execution"]
    D --> E["Audit Log"]
    
    style A fill:#1a1a2e,color:#fff
    style B fill:#16213e,color:#fff
    style C fill:#0f3460,color:#fff
    style D fill:#1a1a2e,color:#fff
    style E fill:#16213e,color:#fff

🏗️ ARCHITECTURE OVERVIEW

Entry Points

mermaid

graph TB
    A["server.py<br/>Universal Entry"] --> B{"FastMCP Version?"}
    B -->|"2.x"| C["server_horizon.py<br/>Proxy Mode<br/>8 tools"]
    B -->|"3.x"| D["runtime/server.py<br/>Full Kernel<br/>11 tools"]
    
    style A fill:#1a1a2e,color:#fff
    style C fill:#16213e,color:#fff
    style D fill:#0f3460,color:#fff

Server Modes

Mode	Tools	Features	Entrypoint
Horizon (Cloud)	8	Proxied to VPS	`server_horizon.py`
VPS (Sovereign)	12	Full kernel, local Ollama	`runtime/server.py`

🚦 LIVE MCP CONTRACT STATUS

Subsystem	Constitutional	Operational	Production	Stability
Anchoring	✅ Verified	✅ Stable	✅ Ready	A
Registry	✅ Verified	✅ Stable	✅ Ready	A
Reasoning	✅ Verified	✅ Hardened	✅ Ready	B
Vitals	✅ Verified	✅ Corrected	✅ Ready	B
Diagnostic	✅ Verified	✅ New	✅ Ready	B

🔧 TOOL INVENTORY (12 Mega-Tools)

Tool Reference Table

Tool	Band	Stage	Constitutional Role	Modes
`init_anchor`	000_INIT	000	Session anchoring, Ω₀, philosophy	init, state, status, revoke, refresh
`arifOS_kernel`	444_ROUT	444	Primary metabolic orchestration	kernel, status
`apex_soul`	888_JUDGE	888	Sovereign verdict and defense	judge, rules, validate, armor, probe
`vault_ledger`	999_SEAL	999	Immutable ledger (Merkle chain)	seal, verify, resolve
`agi_mind`	333_MIND	333	Constitutional reasoning and synthesis	reason, reflect, forge
`asi_heart`	666_HEART	666	Safety critique, impact simulation	critique, simulate
`engineering_memory`	555_MEM	555	Governed engineering and context	engineer, write, vector_query
`physics_reality`	111_SENSE	111	Environmental grounding and time	search, ingest, atlas, time
`math_estimator`	444_ROUT	444	Thermodynamic health and vitals	cost, health, vitals
`code_engine`	M-3_EXEC	M-3	Sandboxed execution and observation	fs, process, net, replay
`architect_registry`	M-4_ARCH	M-4	Tool discovery and schema catalog	list, read, register
`compat_probe`	M-5_COMP	M-5	Interoperability and enum audit	audit, probe, ping

📝 TOOL SPECIFICATIONS

init_anchor (000_INIT)

Purpose: Initialize constitutional session.

server.ts

async def init_anchor(
    actor_id: str,
    declared_name: str,
    mode: Literal["init", "seal", "status"] = "init",
    thermodynamic_budget: dict = None,
    architect_registry: dict = None
) -> dict

Returns:

JSON Config

{
    "session_id": str,               # UUID
    "omega_0": float,                # Baseline uncertainty ∈ [0.03, 0.05]
    "delta_s": float,                # Baseline entropy
    "telos_manifold": dict,          # Telos vector weights
    "godel_lock": dict,              # Gödel lock status
    "constitutional_context": str,    # AI system prompt
    "philosophy": str,                # Selected quote from atlas
    "vitality_index": float,         # Ψ score
    "verdict_range": str             # "000_SEAL" | "101-499" | "500-899" | "999_VOID"
}

architect_registry (000_INIT)

Purpose: Discover tools and constitutional constraints.

server.ts

async def architect_registry() -> dict

Returns:

JSON Config

{
    "tools": [
        {
            "name": str,
            "band": str,
            "stage": int,
            "constitutional_constraints": ["F1", "F2", ...],
            "input_schema": dict,
            "output_schema": dict
        }
    ],
    "total_count": int,
    "catalog_hash": str               # SHA-256 integrity
}

physics_reality (111_SENSE)

Purpose: Ground queries in real-world data. Prevents hallucinations.

server.ts

async def physics_reality(
    query: str,
    mode: Literal["time", "search", "reality_check"] = "search",
    time_data: dict = None
) -> dict

Constitutional Filter: F2 (Truth) — all factual claims require citation.

agi_mind (333_MIND)

Purpose: Constitutional reasoning with three-phase Ollama pipeline.

mermaid

graph TB
    A["Query"] --> B["Phase 1: FAST<br/>Quick pattern match"]
    B --> C["Phase 2: REFLECT<br/>Deep reasoning"]
    C --> D["Phase 3: DECIDE<br/>Action selection"]
    
    B -->|"F4 Clarity<br/>ΔS ≤ 0"| E["Pass/Fail"]
    C -->|"F2 Truth<br/>F3 Tri-Witness"| E
    D -->|"Constitutional<br/>Prefix"| E
    
    style A fill:#1a1a2e,color:#fff
    style B fill:#16213e,color:#fff
    style C fill:#0f3460,color:#fff
    style D fill:#1a1a2e,color:#fff

server.ts

async def agi_mind(
    query: str,
    context: dict,
    mode: Literal["think", "reflect", "decide"] = "think"
) -> dict

Three Phases:

Phase	Focus	Floors
Phase 1 (FAST)	Quick pattern match	F4 Clarity
Phase 2 (REFLECT)	Deep reasoning	F2 Truth, F3 Tri-Witness
Phase 3 (DECIDE)	Action selection	Constitutional prefix

Constitutional Prefix:

Code

CONSTITUTIONAL FRAMEWORK (ΔΩΨ | ARIF):
- Δ CLARITY: Reduce entropy. ΔS ≤ 0.
- Ω HUMILITY: Stay in bounds. Ω ∈ [0.03, 0.05].
- Ψ VITALITY: Every action witnessed.

FLOORS ACTIVE: [F1-F13]

arifOS_kernel (444_ROUT)

Purpose: Primary conductor — orchestrates full 000→888 pipeline.

mermaid

graph LR
    A["Query"] --> B["1. Parse Intent<br/>111_SENSE"]
    B --> C["2. Ground Reality<br/>physics_reality"]
    C --> D["3. Reason<br/>agi_mind"]
    D --> E["4. Route Action<br/>444_ROUT"]
    E --> F["5. Safety Critique<br/>asi_heart"]
    F --> G["6. Estimate Cost<br/>math_estimator"]
    G --> H["7. Issue Verdict<br/>apex_soul"]
    
    style A fill:#1a1a2e,color:#fff
    style B fill:#16213e,color:#fff
    style C fill:#0f3460,color:#fff
    style D fill:#1a1a2e,color:#fff
    style E fill:#16213e,color:#fff
    style F fill:#0f3460,color:#fff
    style G fill:#1a1a2e,color:#fff
    style H fill:#16213e,color:#fff

server.ts

async def arifOS_kernel(
    query: str,
    tools: list[str],
    context: dict
) -> dict

asi_heart (666_HEART)

Purpose: Safety critique — F5 Peace², F9 Ethics, harm potential.

server.ts

async def asi_heart(
    action_plan: dict
) -> dict

Returns:

JSON Config

{
    "peace_squared": float,          # Must be ≥ 1.0 (F5)
    "c_dark": float,                 # Must be < 0.30 (F9)
    "harm_potential": str,           # "NONE" | "LOW" | "MEDIUM" | "HIGH" | "CRITICAL"
    "f5_pass": bool,
    "f9_pass": bool,
    "recommendations": list[str]
}

math_estimator (777_OPS)

Purpose: Thermodynamic cost estimation.

server.ts

async def math_estimator(
    operation: str,
    inputs: dict
) -> dict

Returns:

JSON Config

{
    "landauer_limit_pJ": float,       # Minimum thermodynamic cost
    "entropy_change": float,         # ΔS (must be ≤ 0 for F4)
    "coherence_score": float,         # System coherence [0, 1]
    "estimated_energy_J": float,      # Total energy estimate
    "shannon_entropy_bits": float     # Information entropy
}

apex_soul (888_JUDGE)

Purpose: Final constitutional judgment.

server.ts

async def apex_soul(
    evidence: dict,
    context: dict
) -> dict

Returns:

JSON Config

{
    "verdict": str,                   # "000_SEAL" | "101-499" | "500-899" | "999_VOID"
    "floor_scores": {
        "F1": {"passed": bool, "score": float},
        "F2": {"passed": bool, "score": float},
        # ... F3-F13
    },
    "genius_index": float,            # G = A × P × X × E² (≥ 0.80)
    "vitality_index": float,           # Ψ (≥ 1.0 for healthy)
    "witness_cube": float,            # W³ (≥ 0.95)
    "override_available": bool         # 888_JUDGE can always override
}

vault_ledger (999_SEAL)

Purpose: Immutable audit storage with Merkle sealing.

server.ts

async def vault_ledger(
    data: dict,
    tier: Literal["constitutional", "standard", "transient"] = "standard"
) -> dict

Tiers:

Tier	Compliance	Retention
`constitutional`	Full F1-F13	Permanent
`standard`	Standard audit	Immutable
`transient`	Ephemeral	Auto-purged

engineering_memory (555_MEM)

Purpose: Redis-backed session memory.

server.ts

async def engineering_memory(
    key: str,
    operation: Literal["get", "set", "delete", "list"],
    value: any = None,
    ttl: int = 3600
) -> dict

code_engine (—)

Purpose: Constrained Python execution for tool actions.

server.ts

async def code_engine(
    code: str,
    language: Literal["python", "javascript"] = "python",
    constraints: dict = None
) -> dict

Safety Constraints:

No filesystem access
No network access
No subprocess creation
Memory limit: 128MB
Timeout: 30s

🌐 API ENDPOINTS

HTTP Endpoints

Endpoint	Method	Purpose
`/health`	GET	Health check + capability map
`/tools`	GET	Tool registry
`/mcp`	POST	MCP protocol handler
`/webmcp`	POST	WebMCP (W3C standard)
`/a2a`	POST	A2A (Google protocol)
`/.well-known/agent.json`	GET	Agent card

MCP Protocol Examples

bash

# List tools
curl -X POST https://arifosmcp.arif-fazil.com/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'

# Call init_anchor
curl -X POST https://arifosmcp.arif-fazil.com/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "jsonrpc":"2.0","id":2,"method":"tools/call",
    "params":{
      "name":"init_anchor",
      "arguments":{
        "actor_id":"test",
        "declared_name":"TestAgent"
      }
    }
  }'

⚙️ CONFIGURATION

Environment Variables

Variable	Default	Description
`PORT`	8080	Server port
`OLLAMA_URL`	http://ollama:11434	Ollama endpoint
`OLLAMA_MODEL`	llama3.2:latest	Default model
`REDIS_URL`	redis://redis:6379/0	Redis connection
`DATABASE_URL`	—	PostgreSQL (optional)
`QDRANT_URL`	http://qdrant:6333	Vector DB (optional)
`PYTHONPATH`	/usr/src/app	Package path
`AAA_MCP_TRANSPORT`	http	MCP transport type

Docker Compose

yaml

services:
  arifosmcp:
    build:
      context: .
      dockerfile: Dockerfile
    environment:
      - OLLAMA_URL=http://ollama_engine:11434
      - REDIS_URL=redis://redis:6379/0
      - DATABASE_URL=postgresql://user:pass@postgres:5432/arifos_vault
      - QDRANT_URL=http://qdrant:6333
    ports:
      - "127.0.0.1:8080:8080"

📁 CODE ARCHITECTURE

Directory Structure

Code

arifosmcp/
├── README.md                      # ← This file
├── server.py                      # Universal entry
├── server_horizon.py              # Horizon proxy (FastMCP 2.x)
├── pyproject.toml                 # Dependencies
├── requirements.txt               # Pip dependencies
│
├── runtime/
│   ├── server.py                  # Full kernel (FastMCP 3.x)
│   ├── philosophy.py              # 27-zone atlas
│   ├── init_anchor_hardened.py    # Session anchoring
│   ├── tools_hardened_dispatch.py # Tool routing
│   ├── tools_hardened_v2.py       # Mega-tools
│   ├── tools_internal.py          # Internal utils
│   └── thermo_estimator.py        # Thermodynamic math
│
├── core/
│   ├── governance_kernel.py       # Main orchestrator
│   ├── pipeline.py                 # Execution pipeline
│   └── organs/
│       ├── _1_agi.py             # Mind (333_MIND)
│       ├── _2_asi.py             # Heart (666_HEART)
│       └── _3_apex.py            # Soul (888_JUDGE)
│
├── intelligence/
│   └── tools/
│       ├── thermo_estimator.py   # Cost estimation
│       └── wisdom_quotes.py       # Quote integration
│
├── aaa_mcp/                       # FastMCP tool definitions
├── transport/                     # Protocol transport
├── shared/                        # Shared utilities
└── enforcement/                   # Constitutional enforcement

🛡️ CONSTITUTIONAL ENFORCEMENT

Floor Compliance Matrix

Floor	Enforcement	Violation Response
F1 Amanah	Reversibility check	Require human approval
F2 Truth	Citation required	Flag as "Estimate Only"
F3 Tri-Witness	W³ computation	Block below 0.95
F4 Clarity	Entropy measurement	Reject if ΔS > 0
F5 Peace²	Harm potential	Reject if < 1.0
F6 Empathy	RASA scoring	Warn below 0.7
F7 Humility	Ω bounds	Reject outside [0.03, 0.05]
F8 Genius	G computation	Alert below 0.80
F9 Ethics	C_dark measurement	Reject ≥ 0.30
F10 Conscience	Claim detection	Reject consciousness claims
F11 Audit	Log verification	Require log presence
F12 Resilience	Graceful degradation	Catch all exceptions
F13 Adaptability	Test suite	Require test pass

Kill Switch Conditions

mermaid

graph RL
    A["KILL SWITCH"] --> B1["F1 Amanah = 0"]
    A --> B2["F9 C_dark ≥ 0.50"]
    A --> B3["F10 + F2 Violation"]
    A --> B4["Ψ < 0.20"]
    A --> B5["Human Override"]
    
    B1 -.->|VOID| K["999_SEAL<br/>HALT"]
    B2 -.->|VOID| K
    B3 -.->|VOID| K
    B4 -.->|VOID| K
    B5 -.->|VOID| K
    
    style A fill:#ff0000,color:#fff
    style K fill:#8b0000,color:#fff

python

KILL_SWITCH_CONDITIONS = [
    ("F1_AMANAH", lambda s: s["amanah"] == 0),
    ("F9_ETHICS", lambda s: s["c_dark"] >= 0.50),
    ("F10_CONSCIENCE", lambda s: s["f10_violation"] and s["f2_violation"]),
    ("PSI_COLLAPSE", lambda s: s["vitality_index"] < 0.20),
    ("HUMAN_OVERRIDE", lambda s: s.get("judge_override", False)),
]

🔬 IMPLEMENTATION DETAILS

Philosophy Selection Algorithm

python

# 1. Compute session coordinates: (S, G, Ω)
S = +1 if delta_s <= 0 else -1
G = g_score  # 0/0.5/1
Omega = f7_band  # High/Med/Low

# 2. Compute 3D Euclidean distance to each of 27 zones
distances = [
    euclidean((S, G, Omega), zone.coords)
    for zone in philosophy_atlas.zones
]

# 3. Select nearest zone's quote
nearest_zone = min(distances, key=lambda d: d.distance)

# 4. INIT/SEAL sessions: motto + Z01 (Humble Sovereign)
if session_type in ("init", "seal"):
    return "DITEMPA BUKAN DIBERI." + nearest_zone.quote

Goodhart Resistance

python

# Measure entropy reduction
S_before = shannon_entropy(user_state)
S_after = shannon_entropy(model_output)

if S_after > S_before:
    raise FLOOR_VIOLATION("F4_CLARITY")

Landauer Limit Check

python

LANDACKER_pJ_per_bit = 2.87  # at room temperature

bits_erased = estimate_bits_erased(operation)
cost_pJ = bits_erased * LANDACKER_pJ_per_bit

if cost_pJ > thermodynamic_budget:
    raise CONSTRAINT_VIOLATION("F8_ENERGY")

Explorer/Conservator Dual-Process

mermaid

graph LR
    subgraph EXPLORER["EXPLORER"]
        E1["Proposes mutations"]
        E2["Searches aggressively"]
        E3["Optimizes capability"]
        E4["Score: G (Genius)"]
    end
    
    subgraph CONSERVATOR["CONSERVATOR"]
        C1["Protects stability"]
        C2["Rejects risky changes"]
        C3["Monitors drift"]
        C4["Score: Ψ (Vitality)"]
    end
    
    E1 -->|"TENSION"| EQ["EQUILIBRIUM"]
    C1 -->|"TENSION"| EQ
    
    style EXPLORER fill:#1a4d1a,color:#fff
    style CONSERVATOR fill:#4d1a1a,color:#fff
    style EQ fill:#1a1a2e,color:#fff

Both must agree for evolution to proceed.

🧪 TESTING

Constitutional Compliance Test

Terminal

docker compose exec -T arifosmcp python3 /dev/stdin << 'PYEOF'
import sys
sys.path.insert(0, '/usr/src/app')

from arifosmcp.runtime.init_anchor_hardened import init_anchor_hardened
import asyncio

async def test():
    result = await init_anchor_hardened(
        mode='status',
        thermodynamic_budget={'enthalpy': 100, 'entropy': 50},
        architect_registry={'resources': [], 'agents': []}
    )
    print('philosophy:', result.get('philosophy')[:100] if result.get('philosophy') else None)
    print('telos_manifold:', result.get('telos_manifold'))
    print('godel_lock:', result.get('godel_lock'))
    print('constitutional_context present:', result.get('constitutional_context') is not None)

asyncio.run(test())
PYEOF

Health Check

Terminal

curl -s https://arifosmcp.arif-fazil.com/health | python3 -m json.tool

📊 MONITORING

Prometheus Metrics

Metric	Type	Description
`arifos_floor_violations_total`	Counter	F1-F13 violation count
`arifos_genius_index`	Gauge	Current G score
`arifos_vitality_index`	Gauge	Current Ψ score
`arifos_omega_bounds`	Gauge	Current Ω uncertainty
`arifos_tool_calls_total`	Counter	Tool invocation count
`arifos_pipeline_duration_seconds`	Histogram	Pipeline latency

Grafana Dashboard

URL: https://monitor.arifosmcp.arif-fazil.com

Dashboards:

Constitutional Health (F1-F13 compliance)
Tool Usage Statistics
Pipeline Latency
Memory Usage

🔧 TROUBLESHOOTING

Issue: "Module file points to site-packages"

Symptom: import arifosmcp loads /usr/local/lib/python3.12/site-packages/

Cause: pip install in Dockerfile creates conflicting package

Fix: Rebuild image or ensure volume mounts are correct

Issue: "philosophy returns null"

Symptom: init_anchor returns null philosophy

Cause: Old site-packages version loaded

Fix: Rebuild container, clear Python cache

Issue: "OLLAMA connection failed"

Symptom: agi_mind returns connection error

Fix: docker compose restart ollama && docker compose logs --tail=20 ollama

📦 DEPENDENCIES

Core

Package	Version	Purpose
`fastmcp`	≥3.0	MCP protocol
`fastapi`	≥0.115	HTTP server
`uvicorn`	latest	ASGI server
`redis`	latest	Session memory
`psycopg2`	latest	PostgreSQL (optional)
`qdrant-client`	latest	Vector DB (optional)
`sentence-transformers`	latest	Semantic embeddings
`ollama`	latest	LLM inference

Philosophy Atlas

Package	Version	Purpose
`numpy`	latest	3D distance calculations
`scipy`	latest	Statistical functions

🚀 DEPLOYMENT

Build

Terminal

docker build --no-cache -t arifos/arifosmcp:latest -f Dockerfile .

Run

Terminal

docker compose up -d arifosmcp

Rebuild (after code changes)

Terminal

docker compose up -d --force-recreate --no-deps arifosmcp

Full Reforge

Terminal

docker compose build --no-cache arifosmcp && docker compose up -d arifosmcp

📜 API REFERENCE SUMMARY

init_anchor

config.json

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "init_anchor",
    "arguments": {
      "actor_id": "string",
      "declared_name": "string",
      "mode": "init|seal|status"
    }
  }
}

Response Schema

config.json

{
  "session_id": "uuid",
  "omega_0": 0.03-0.05,
  "delta_s": "float",
  "telos_manifold": {},
  "godel_lock": {},
  "constitutional_context": "string",
  "philosophy": "string",
  "vitality_index": "float",
  "verdict_range": "000_SEAL|101-499|500-899|999_VOID"
}

📋 FOR AI AGENTS (AGENTS.md Reference)

All AI agents operating in this repository MUST follow the rules in ../AGENTS.md:

RULE 1 DRY_RUN: Dry-run outputs labeled "Estimate Only / Simulated"
RULE 2 DOMAIN_GATE: Cannot-compute domains return exact phrase
RULE 3 VERDICT_SCOPE: Only DOMAIN_SEAL authorizes factual claims
RULE 4 ANCHOR_VOID: init_anchor returns void → session BLOCKED

⚖️ Truth Hierarchy

The arifOS verdict system follows a strict Truth Hierarchy where higher-priority verdicts override lower ones:

Priority	Verdict	Meaning	Action
1 (P0)	`VOID`	Hard constitutional violation	Immediate termination
2 (P1)	`HOLD_888`	Sovereign veto / human required	Block until ratified
3 (P2)	`SABAR`	Insufficient grounding (F7/F9)	Pause, cool down, re-ground
4 (P3)	`PARTIAL`	Data incomplete / conditional	Proceed with modifications
5 (P4)	`SEAL`	Constitutional alignment confirmed	Proceed

Derived Verdicts (not primary):

ALIVE — Session initialized, not yet grounded
PROVISIONAL — Exploratory result, needs confirmation

🗺️ Tool Categories

arifOS tools are organized into 5 constitutional bands:

Band	Range	Purpose	Examples
KERNEL	000–099	Session anchoring, constitutional init	`init_anchor`
SENSE	100–199	Environmental grounding (F2/F4)	`physics_reality`, `math_estimator`
BRIDGE	300–399	Hardened routing and dispatch	`arifOS_kernel`
MIND	333	Constitutional reasoning (F2/F4/F7/F8)	`agi_mind`
HEART	666	Safety critique and impact prediction (F5/F6/F9)	`asi_heart`
VAULT	900–999	Immutable ledger and seal (F1/F13)	`vault_ledger`
APEX	888	Sovereign verdict and defense (F3/F12/F13)	`apex_soul`

🗂️ Contract Truth Table

Tool	F1	F2	F3	F4	F5	F6	F7	F8	F9	F10	F11	F12	F13
`init_anchor`	—	—	—	—	—	—	—	—	—	—	✅	—	—
`physics_reality`	—	✅	—	✅	—	—	—	—	—	—	—	—	—
`agi_mind`	—	✅	—	✅	—	—	✅	✅	—	—	—	—	—
`asi_heart`	—	—	—	—	✅	✅	—	—	✅	—	—	—	—
`apex_soul`	—	—	✅	—	—	—	—	—	—	—	—	✅	✅
`vault_ledger`	✅	—	—	—	—	—	—	—	—	—	—	—	✅

Legend: ✅ = mandatory floor for this tool

📡 Horizon vs VPS Exposure Matrix

Tool	Horizon (External)	VPS (Internal)	Notes
`search_tool`	✅	—	External web search
`reality_compass`	✅	—	Routing/external calls
`vault_ledger`	—	✅	Internal Merkle chain
`agi_mind`	—	✅	Internal reasoning
`architect_registry`	✅	✅	Both interfaces exposed

⚠️ Known Misalignments and Limitations

apex_judge alias: The tool is canonically named apex_soul in code but exposed as apex_judge via MCP. This is a public alias documented here — do not rename canonical code without completing the full migration.
physics_reality field name: Uses input field instead of query — historical inconsistency from legacy API.
check_vital, audit_rules: Internal lifecycle tools in server_horizon.py bootstrap — NOT callable via MCP.
agi_mind nested verdicts: When agi_mind returns verdict: "SEAL" at top-level but coherence.verdict: "SABAR" inside, the worst verdict wins (truth before speed).
search_tool, vault_ledger, reality_compass: These "naked" tools return raw data without verdict wrapper. Wrap in RuntimeEnvelope with verdict_wrapper.forge_verdict() — empty results produce PARTIAL, not VOID.
VerdictCode vs Verdict: Two separate enum classes exist — VerdictCode (SEAL/SABAR/PARTIAL/VOID) for verdict_wrapper and Verdict (includes HOLD/ALIVE/PROVISIONAL) for stage contracts. Keep separate to avoid breaking existing code.

🛰️ MCP Call Schema Examples

init_anchor

config.json

{
  "tool": "init_anchor",
  "arguments": {
    "actor_id": "user-123",
    "declared_name": "Arif",
    "mode": "init"
  }
}

agi_mind (reason mode)

config.json

{
  "tool": "agi_mind",
  "arguments": {
    "mode": "reason",
    "query": "Why does entropy matter?",
    "constitutional_context": {
      "stage": "MIND_333",
      "floors_active": ["F2", "F4", "F7", "F8"]
    }
  }
}

vault_ledger (seal mode)

config.json

{
  "tool": "vault_ledger",
  "arguments": {
    "mode": "seal",
    "data": {
      "content": "Verified fact",
      "metadata": {"source": "arifOS"}
    }
  }
}

apex_soul (judge mode)

config.json

{
  "tool": "apex_soul",
  "arguments": {
    "mode": "judge",
    "action": "seal_vault",
    "stakes": "HIGH"
  }
}

🔐 Stability Tiers

Tier	Description	Verdict Expected
A	Verified, stable, ready for production	`SEAL`
B	Verified, hardened, minor issues resolved	`SEAL` or `PARTIAL`
C	Verified, known limitations documented	`PARTIAL` or `SABAR`
D	Experimental, breaking changes possible	Any
INTERNAL	Not exposed via MCP	N/A

🏛️ LICENSE

Runtime: AGPL-3.0 (must release modifications) Theory: CC0 (public domain)

Version: 2026.03.28-SEALED Maintainer: Muhammad Arif bin Fazil Constitutional Authority: 888_JUDGE

Ditempa Bukan Diberi — Forged, Not Given [ΔΩΨ | ARIF]

Code

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