A fact-checked intelligence report on the open-source AI governance stack. 478 CSOAI-ORG repos. 30 servers on the official MCP Registry. 13-framework crosswalk. 16-module BFT engine. Every number verified against live sources on 12 June 2026.
The first edition (preserved for diff) inflated four headline numbers. This is the corrected version. See diff here.
| Claim | First edition | Verified (live, 12 Jun 2026) | Verdict | |
|---|---|---|---|---|
| CSOAI servers on official MCP Registry | 294 | 294 | 30 | 10x inflated |
| Crosswalk framework count | 30 | 30 | 13 | 2.3x inflated |
| MEOK consumer Pro pricing | £199/mo | £199/mo | £19/mo | 10x inflated |
| DeepSeek V4-Pro input cost (cache miss) | $1.74/M | $1.74/M | $0.435/M | 4x inflated |
Six layers. 478+30 repos. One open-source fabric powering sovereign AI.
Verified via GET /users/CSOAI-ORG. The governance fabric at the heart of the stack.
Verified against registry.modelcontextprotocol.io/v0.1/servers?search=CSOAI. The 294 figure was an internal-org count.
181+ releases between them, all MIT. EU AI Act · DORA · NIS2 · CRA · GDPR · CSRD · NIST RMF · ISO 42001 · Governance Crosswalk.
Verified verbatim from openmoe_bft/bft.py. stdlib-only, zero-dep, Apache 2.0. The 2f+1 quorum is real.
EU AI Act, ISO 42001, NIST AI RMF, GDPR, SOC 2, HIPAA, FedRAMP, CCPA, PIPEDA, DPDPA, LGPD, CSA, OWASP — one query, 13 frameworks.
208 contributors, 5,659 forks, Apache 2.0. Self-healing agent graphs in production. →
Every number below is a live API call. Click through to verify yourself.
82,624 ★ · Apache 2.0
28,919 ★ · 400,000+ GPUs in prod
82,512 ★ · Apache 2.0
50,113 ★ · 100+ providers
10,523 ★ · 208 contributors
18,429 ★ · O(N) scaling
54,919 ★ · $48 / 1.65h
1.6T / 49B active · 1M ctx · $0.435/M
284B / 13B active · 1M ctx · $0.14/M
80B / 3B · 256K · Apache 2.0
Read directly from CSOAI-ORG/OPENMOE/openmoe_bft/bft.py.
def tolerated_faults(total_nodes: int) -> int:
"""f = floor((n - 1) / 3): the number of Byzantine faults tolerated."""
if total_nodes < 1:
raise ValueError("total_nodes must be >= 1")
return (total_nodes - 1) // 3
def quorum_size(total_nodes: int) -> int:
"""2f + 1: the number of agreeing votes required for consensus."""
return 2 * tolerated_faults(total_nodes) + 1
16 modules in openmoe_bft/: __init__ · a2a · aggregators · bazaar · bft · cli · covenants · debate · eu_ai_act · experts · memory · moe · receipts · red_team · reputation · routing. Stdlib-only, zero-dep, Apache 2.0.
The 2 August 2026 deadline in the first edition is stale. The canonical source (the watermarking MCP's own PyPI summary) says:
"EU AI Act Article 50 deadline — 50 days remaining" countdown. Aspirational.
"Built for the 2 November 2026 cliff — the new nearest EU AI Act deadline after the Digital Omnibus pushed high-risk to Dec 2027."
Pushed to December 2027 by the Digital Omnibus simplification. The 50-day urgency in the first edition was the wrong date.
⚠ Worth verifying with the legal team before quoting any specific date externally.
pip install <name>. Start with eu-ai-act-compliance-mcp, meok-watermark-attest-mcp, and csoai-governance-crosswalk-mcp for the critical compliance path.cd OPENMOE && pytest tests/ -q.consciousness-engine-mcp (CSOAI-ORG, last push 2026-06-12).The full 491-line fact-checked report covers model architectures, inference engines, fine-tuning frameworks, vector databases, safety guardrails, MCP/A2A/ACP protocols, training-from-scratch with Karpathy's nanochat, and the openmore.ai integration architecture.