One control plane for every content agent, site, and draft.

Connect evidence, agent work, durable drafts, human review, search operations, and CMS destinations without handing the whole stack to an agent.

MCP work layer · Web control layer · CMS draft boundary

Content control loop
Illustrative product schematic

BlogFactory · Editorial control schematics

Evidence enters. A reviewed CMS draft leaves.

01

Ready

Sources

RSS · briefs · search
02

Scoped

MCP agent

Research · create · revise
03

Working

BlogFactory draft

Versioned work
04

Required

Human review

Preflight · destination
05

Draft only

CMS draft

Never live publish
Evidence readRevision trackedApproval explicitDelivery idempotent

Move faster without losing editorial control.

One operating loop

Sources, agent work, review, and destination state stay connected.

A workspace per site

Content, context, permissions, search evidence, and CMS destinations remain site-scoped.

Decisions stay human

Editors see revisions and blockers before an approved CMS draft handoff.

Work stays inspectable

Runs, queue state, and sanitized operation history show what happened next.

A durable workspace for every draft.

See source, writer profile, model, lifecycle state, and SEO readiness without reconstructing the work from agent conversations.

  • Search and filter the inventory
  • Open the current draft and revision
  • Keep delivery state visible
BlogFactory content inventory filtered across drafts and published itemsSanitized product composite · demo data
Product capture · August 23, 2026. Values shown belong to the captured workspace.

Connect agents to one authorized site.

The MCP work layer receives useful, scoped authority while the web layer keeps connection status and boundaries visible.

  • OAuth or personal token
  • Current catalog discovered live
  • Credentials never returned
BlogFactory MCP Connections showing site-scoped authorization and agent workflowSanitized product composite · demo data
Product capture · August 23, 2026. Catalog count is shown at capture time; clients discover the current catalog live.

Turn evidence into the next reviewed move.

Search Growth keeps complete-day provenance beside the opportunity and the action it can create.

  • Page and query evidence
  • Reviewable next action
  • No ranking guarantee
BlogFactory Search Growth overview with complete-day provenance and next best actionSanitized product composite · demo data
Product capture · August 23, 2026. Values shown belong to the captured workspace.

From evidence to a reviewed CMS draft.

01

Connect site context

Add sources, Search Console, brand knowledge, provider access, and a destination.

02

Let agents do the work

Research, generate, diagnose, and revise through a compatible MCP client.

03

Review and deliver

Resolve blockers, approve the current version, and send it to the selected CMS as a draft.

Built for controlled content operations.

Work layer

Agents operate through scoped tools, not shared publishing credentials.

  • MCP-compatible clients
  • Draft generation and revision
  • Search diagnosis
  • Site-scoped permissions

Control layer

The web app keeps summaries, queues, settings, and exceptions visible.

  • Content inventory
  • Review and preflight
  • Run monitoring
  • Sanitized audit

Before you connect.

Does BlogFactory keep sites separate?

Yes. Content, sources, permissions, provider access, search properties, and destinations remain scoped to the authorized site.

Can an MCP agent publish live or delete content?

No. Agent authority stops at approved CMS draft creation. Live publishing, deletion, credentials, and account administration stay outside MCP.

How can I use BlogFactory?

Self-host the AGPL-3.0-only release candidate for free, or create a managed BlogFactory Cloud account from $5 per month. Both editions keep CMS delivery draft-only.

Run BlogFactory where your content operation lives.

Inspect the public source, then follow the source-build Compose guide — or let Cloud run it from $5 a month. The boundary is identical in both.