LinkedIn Content Planner (MCP)

A LinkedIn content pipeline built for AI agents, not humans typing into a text box. Your agent (Claude Code, Claude Desktop, or any MCP-compatible client, on whatever schedule you run it — cron, an agent loop, a chat session) drafts, formats, and moves posts through a review pipeline by calling MCP tools directly: create_post, update_post_content, submit_review, and more. A human just reviews, comments, and approves/requests changes from the web UI before anything goes live — the same shape as reviewing a PR before merge, not manually operating a scheduling tool.

Multi-tenant and OAuth-secured out of the box: agents authenticate against the planner's own OAuth 2.1 authorization server (PKCE, dynamic client registration) and every MCP call is scoped to the caller's workspace.

See PLAN.md and ARCHITECTURE.md for the full design.

Local development

Requirements: Node 20+, pnpm, a Postgres 16 instance (via infra/docker-compose.yml or a local install).

# 1. Start Postgres
docker compose -f infra/docker-compose.yml up -d
# (or point DATABASE_URL at any local Postgres 16 instance)

# 2. Install dependencies
pnpm install

# 3. Configure env
cp apps/server/.env.example apps/server/.env
# edit DATABASE_URL if not using the default docker-compose credentials

# 4. Generate + run migrations, seed default workspace
pnpm --filter @linkedin-planner/db generate
DATABASE_URL=postgres://linkedin_planner:linkedin_planner@localhost:5432/linkedin_planner_dev pnpm --filter @linkedin-planner/db migrate
DATABASE_URL=postgres://linkedin_planner:linkedin_planner@localhost:5432/linkedin_planner_dev pnpm --filter @linkedin-planner/db seed

# 5. Run the server
pnpm dev:server

Related MCP server: LinkedIn MCP Server

MCP tool surface

Posts: create_post, list_posts, get_post, update_post_content, str_replace_post_content, set_post_state, set_post_date, delete_post. Versions: list_versions, get_version_diff, revert_to_version. Review: submit_review, list_reviews. Comments: add_comment, list_comments, resolve_comment. Attachments: attach_file, list_attachments. Preview: render_preview. Webhooks (subscribe to post lifecycle events): create_webhook, list_webhooks, update_webhook, delete_webhook, list_webhook_deliveries. Full tool schemas are served at the /mcp endpoint itself; see PLAN.md for the design rationale behind each.

Monorepo layout

• apps/server — REST API + MCP server (Streamable HTTP at /mcp), same process, same core logic.

• apps/web — React UI: backlog, calendar, post review.

• packages/core — domain types and service layer shared by REST and MCP.

• packages/formatting — markdown-subset ⇄ LinkedIn Unicode formatting.

• packages/db — Drizzle ORM schema and migrations.

License

PolyForm Noncommercial License 1.0.0. Source-available, not OSI open source: free to use, modify, and self-host for any noncommercial purpose; any commercial or paid use requires a separate license from Theona, Inc.