Every capability your AI stack needs governed.
From single-source authoring to commit-time enforcement, SCTXT covers the full lifecycle of AI context, policy, and compliance.
One control plane. Every AI tool.
SCTXT replaces ungoverned prompt sprawl with a versioned, audited, tenant-aware context layer that every AI environment in your stack consumes the same way.
Governed shared context
Author, version, and approve every AI standard in one place. Scope by org, project, repo, or environment. Audience-aware (frontend, backend, QA, PM, agent).
MCP-first distribution
One remote MCP server exposes search, fetch, bundle retrieval, and changed-items endpoints. ChatGPT, Claude, Cursor, and any MCP-aware agent plug in directly.
Event-driven push
When a rule changes, SCTXT emits webhooks and version manifests. Downstream caches invalidate and re-fetch automatically. No stale copies.
Skills, not blobs
Package context + tools + operating instructions into installable skills (Frontend Build, Backend Integration, Healthcare Compliance). Tools install a curated operational mode, not raw docs.
AI-exploit & malware intel
Four-layer ingestion: CISA KEV + NVD ground truth, Exploit-DB + vendor feeds, OWASP LLM Top 10 mapping, and our proprietary AI attack-vector taxonomy normalized for compliance use.
Context Builder interview tool
Phone, VoIP, or text-based AI interviews of business leaders. Snooze, resume, compare answers across respondents. Captures the context that never makes it into docs.
Commit-time enforcement
CI gates pull current rules and block merges that violate them or lack acknowledgement of mandatory context versions. Compliance becomes provable, not aspirational.
Audit, isolation, redaction
Immutable retrieval logs. Signed bundle manifests. SSO + SCIM. Per-tool allowlists. Secret stripping. Break-glass revocation. Everything a regulated team needs.
Push references, never blobs.
Old-school doc sync creates drift, stale copies, and a compliance nightmare. SCTXT instead exposes a remote MCP server that AI tools query at runtime. When something changes, we publish a signed manifest, the client invalidates its cache, and the next retrieval is always the current approved version.
- Real-time runtime retrieval for chat tools & agents
- Near-real-time cache sync for IDEs (Cursor, Cline, VS Code, JetBrains)
- Commit-time enforcement gates in CI (GitHub Actions, GitLab CI)
- Repo materialization — bot opens PRs into
.ai/context/
{
"bundle_id": "backend-node-prod",
"version": "2026.05.26.4",
"changed_items": [
"coding_rule/express-error-handling",
"qa_prompt/webhook-retry-validation",
"context_doc/tenant-boundaries"
],
"mandatory": true,
"effective_from": "2026-05-26T17:00:00Z",
"signature": "ed25519:bf3a…7c91"
}The context that never makes it into docs.
Business leaders never have focus time to write documentation — but they will talk about their domain. SCTXT’s Context Builder phones, video-calls, or texts your subject-matter experts, asks AI-generated questions, and writes the answers back as governed context documents.
- Twilio Voice + Elastic SIP trunks
- SMS & in-app text fallback
- Snooze, resume, persistent retry
- Multi-respondent compare mode
- AI-generated topic bubbles
- Outputs context docs, not transcripts
“Hi Dana — when a payment fails on the second retry, do we hold the order or auto-refund?”
“Hold for 24 hours, then refund and notify the account owner.”
“Got it. Does that change for subscription versus one-off?”