csoai-defoneos-isr-mcp 1.0.0

CSOAI DEFONEOS ISR (Intelligence, Surveillance, Reconnaissance) — sovereign UK defence ISR pipeline: object detection + geolocation + BFT-signed ISR + Cesium GeoJSON feed

csoai-defoneos-isr-mcp

CSOAI DEFONEOS — sovereign UK defence ISR (Intelligence, Surveillance, Reconnaissance) pipeline.

PART OF THE DEFONEOS SENSOR LAYER (MEOK_DEFONEOS_ALIGNMENT_2026-06-27.md v2.0).

Wraps YOLOv8-style object detection + OpenAthena-style line-of-sight geolocation + Kalman-lite track fusion + BFT-signed ISR reports into a single sovereign UK-defence-grade MCP surface.

Each tool returns a stable audit sigil (16-char sha256 prefix) so every ISR result is reproducible, append-only traceable, and re-derivable by external auditors.

A BannedTermGate (per the Mavis Phantom-Context Strip rule) refuses any prompt containing severed brands (James Castle, CSGA, Terranova, defonos.io, Toronto Summit phantoms, etc.). No override path.

---

Tools (10)

#	Tool	Purpose
1	isr_classify_target	Classify objects in ISR imagery (10 defence-relevant categories)
2	isr_geolocate_target	Geolocate target from sensor lat/lon/alt + bearing + elevation
3	isr_fuse_track	Fuse N observations into a single Kalman-lite track
4	isr_generate_report	Generate a BFT-signed ISR mission report
5	isr_cesium_feed	Produce Cesium-compatible GeoJSON feed
6	isr_target_categories	List all supported defence-relevant target categories
7	isr_priority_score	Score a target by threat × confidence × proximity + fratricide-risk
8	isr_route_to_cop	Compute sensor → Common Operating Picture route
9	isr_corroborate_sources	Corroborate a track across N independent sources
10	isr_chain_of_custody	Append a custody entry to the ISR evidence chain (JSONL)

---

Install

cd csoai-defoneos-isr-mcp
pip install -e .

Run

# As MCP server (stdio)
csoai-defoneos-isr-mcp

Tests

PYTHONPATH=. python3 -m pytest -v

12 tests, all green in <1s.

Defence Target Categories

vehicle_light, vehicle_heavy, vehicle_armoured, drone_fixed_wing, drone_rotary, personnel, structure, emitter, vehicle_motorcycle, vessel_small.

Audit Chain

Append-only JSONL at ~/.csoai_defoneos_isr_custody.jsonl. Each entry hashes itself plus the prior chain position.

Alignment

Per MEOK_DEFONEOS_ALIGNMENT_2026-06-27.md v2.0 §IS — the ISR pillar of the sensor layer. Sister to csoai-defoneos-mcp (CERTIFIES) and csoai-defoneos-swarm-mcp (swarm control).