Last updated: 2026-05-15
Status: Primary competitor. Worth monitoring.
Claims 33M+ entities, 7.3M+ connections. Maps campaign donors, federal contractors, lobbyists, legislators, dark money flows. ML models for influence pattern detection. Natural-language queries like "Who traded NVDA before the CHIPS Act?" and "Dark money flows to Senate Banking Committee."
Where they're stronger: Raw entity count (~17x FGIP), influence pattern ML, public-facing UI.
Where FGIP is differentiated:
- Funding-chain-to-commodity-to-ticker depth (6-layer tracing)
- Timing cascade model (backtested against Virginia 2019-2022)
- Adversarial testing built into methodology (3/3 attacks survived)
- Field intelligence integration (HUMINT from construction sites)
- Extraction rate analysis (M2 backtest, 7/7 confirmed)
- Supply chain tracing to commodity bottleneck layer
Action: Study their entity/edge ontology. Identify integration opportunities vs differentiation angles.
Status: Ingest as Tier 1 source. Agent built.
400K+ entities, 1.6M+ relationships. Running since 2009. Open API. Board memberships, campaign contributions, lobbying ties. Community curated with editorial review.
- API: https://littlesis.org/api/
- GitHub: github.com/public-accountability/littlesis-rails
- FGIP agent:
managed-agents/littlesis-ingest/
Status: Monitor for cross-border investigations.
Investigative data platform from the Organized Crime and Corruption Reporting Project. Millions of leaked + public records, cross-border. Relevant when FGIP needs to trace ownership chains internationally.
Status: Ingest as Tier 0 source. Agent built.
320+ data sources. Sanctions lists, PEP databases, watchlists. Free for non-commercial use.
- API: https://api.opensanctions.org/
- GitHub: github.com/opensanctions/opensanctions
- FGIP agent:
managed-agents/opensanctions-ingest/
Status: Ingest as Tier 1 source. Agent built.
200M+ companies across 140 jurisdictions. Critical for shell LLC identification (data center developers use shell companies).
- API: https://api.opencorporates.com/
- FGIP agent:
managed-agents/corporate-registry/
LLM-driven OSINT orchestrator. AI-powered agent with interactive REPL, MCP server, and CLI. Local OSINT scripts mapped as tools.
Pattern to adopt: LLM as reasoning engine, local scripts as tools, dynamic orchestration where agent pivots based on findings.
46 agents, staged pipeline orchestration, concurrent run-all execution. Multi-engine collector abstraction with graceful fallback.
Pattern to adopt: Staging discipline — collection → entity resolution → history → media forensics → infrastructure pivoting → synthesis/export.
Multi-agent framework using ReAct pattern with HitL approval gates and LLM-as-judge quality scoring.
Pattern to adopt: Conditional routing after each phase based on quality score. Human approval gate before "active" actions. Markdown-first skill definitions — same pattern as Anthropic's plugin architecture.
Curated list of OSINT MCP servers. Notable tools:
- StockScope — SEC EDGAR financial intelligence, free, no API key
- CompanyScope — Company intelligence from 8 public sources
- OpenOSINT — OSINT agent with MCP server
- Voidly — Internet censorship intelligence (116 tools, 119+ countries)
Action: Evaluate StockScope and CompanyScope as MCP tool additions
to FGIP's Claude Code integration. DONE — StockScope registered as
stockscope MCP (project scope, backed by CompanyScope endpoint).
Real-time geospatial intelligence — where things are physically right now. FGIP is forensic financial-political graph — where money flows through institutions. The integration is the Palantir trinity: graph + geospatial + timeline, all cross-selected.
Status: Architecture reference for FGIP geospatial layer.
Real-time tactical intelligence platform — CesiumJS globe with flights, satellites, earthquakes, traffic & CCTV overlays. MAVEN-style dark tactical UI with GLSL post-processing (CRT scanlines, NVG, FLIR thermal palette). Imperative Cesium primitives for 27K+ entities at 60fps with dead-reckoning.
Stack: React 19 + TypeScript 5.9 + CesiumJS 1.138 (Resium) + Tailwind v4 + Vite 7 + Express 5 backend + WebSocket.
Key pattern: hook + layer component + proxy endpoint per data type. BillboardCollection/PointPrimitiveCollection (not JSX Entity) for scale. CallbackProperty for positions so React doesn't re-render the scene.
- GitHub: github.com/kevtoe/worldview
- License: Educational/demo only — no commercial use. Fork-to-learn, not fork-to-ship.
Status: Alternative reference — Google 3D Tiles variant.
Browser-based geospatial intelligence dashboard — CesiumJS + Google Photorealistic 3D Tiles, live flight & satellite tracking, GLSL visual filters. React 19, TypeScript, CesiumJS 1.124, Tailwind v4, Express server with background AIS/GDELT/MeteoAlarm/RSS collectors.
- GitHub: github.com/imparpaulo01/worldview
Status: Monitor — most polished OSINT dashboard aesthetic.
MapLibre GL (flat map, not globe), Next.js + FastAPI, 15+ public feeds. GPS jamming detection via aircraft NAC-P values, KiwiSDR integration for live SDR tuning, private jet ownership cards. 300+ HN points.
- GitHub: github.com/BigBodyCobain/Shadowbroker
Status: Monitor — "Palantir Alternative" positioning.
Next.js 15 + MapLibre GL, Vercel one-click deploy. "Open Source Global Intelligence Platform."
- GitHub: github.com/simplifaisoul/osiris
Status: Monitor — data source variety.
War Tactical dashboard — GDELT conflict events, OpenSky aircraft, AISStream ships, Pentagon Pizza Index, Polymarket bets, VIX, CCTV feeds. FastAPI backend.
- GitHub: github.com/Hue-Jhan/OSINT-War-Room
Future fgip-globe repo — React 19 + CesiumJS, using WorldView's layer
pattern. FGIP-specific layers: FacilityLayer (contractor HQs, mines, plants),
FundingChainLayer (animated money-flow arcs), DistrictLayer (435 congressional
districts by IES score), CommodityFlowLayer (pipelines, shipping, rail),
ContractLayer (USASpending place-of-performance), LobbyingLayer (LDA/FARA).
Cross-view selection: click entity in graph view -> highlights on globe.
STOCK Act disclosures structured. Should be a Tier 1 source in FGIP.
Public-facing tracker. Useful for cross-checking extraction quality.
Z-score anomaly detection for unusual congressional trading volume, behavioral clustering by member, event-correlation analysis.
Pattern to adopt: Statistical methodology for detecting information channels — directly applicable to FGIP's congressional overlap analysis.
Published 2026-05-12. 12 plugins, 80+ agents, 20+ MCP connectors. Apache 2.0. Same SKILL.md pattern as financial-services.
This is the template for publishing FGIP as an open plugin suite.
Structure: plugins/agent-plugins/<slug>/, agents/<slug>.md,
skills/, managed-agent-cookbooks/<slug>/agent.yaml.
Already adapted for FGIP's claim-verifier, tariff-analyzer, entity-screener.
| Source | Tier | Agent Status | Priority |
|---|---|---|---|
| LittleSis | 1 | Built | HIGH — 1.6M relationships |
| OpenSanctions | 0 | Built | HIGH — sanctions screening |
| OpenCorporates | 1 | Built | HIGH — shell LLC tracing |
| Quiver Quantitative | 1 | Not built | MEDIUM — congressional trades |
| StockScope MCP | 1 | Registered | DONE — SEC EDGAR via MCP |
| OCCRP Aleph | 1 | Not built | LOW — cross-border only |
| WorldView (kevtoe) | — | Reference | HIGH — geospatial layer pattern |
| Shadowbroker | — | Reference | LOW — MapLibre aesthetic reference |
| Sentinel Intelligence | — | Competitor | MONITOR — study ontology |