BusinessPress
Technical overview MCP server · /mcp

Give AI a safe control plane.

BusinessPress exposes a Model Context Protocol server for assistants and agents. They can inspect schemas, search records, upload files, execute GraphQL, and stage writes without bypassing user permissions.

Watch MCP demo See AI agents
BusinessPress MCP integration dashboard with endpoint, tool cards, and safety access flow.
MCP control plane showing available tools, server endpoint, token authentication, and permission checks.
Safe AI access Token scopes, user context, permission checks, and audit logs.
9 MCP tools Search, read, update, upload, and execute GraphQL.
01 · Tool surface

Nine tools. One business graph.

These tools cover the agent loop: discover what exists, read the right records, stage changes, upload assets, and fall back to GraphQL for advanced workflows.

introspect_schema

Discover entity types, fields, filters, scopes, and mutation inputs before an agent acts.

list_entities

Paginated listing for dashboards, review queues, and agent context windows.

get_entity

Fetch one entity by UUID with fields resolved through the user access layer.

search_entities

Full-text search across content, customers, products, orders, and leads.

create_entity

Create records with a confirmation step when the tool is configured for supervised writes.

update_entity

Prepare a field-level diff, request approval, then write through the model layer.

delete_entity

Require explicit confirmation and audit dangerous destructive actions.

upload_file

Upload assets from URL or base64, then return a stable upload_id to attach.

execute_graphql

Advanced escape hatch for vetted agents that need custom query shapes.

02 · Safety model

AI gets access. It does not get a blank check.

BusinessPress MCP is useful because it is boring in the right places: Sanctum tokens, scopes, model access checks, confirmation gates, and durable logs.

Request path auth:sanctum
Token scopeThe agent token only exposes tools and entities you allow.
User contextEvery call resolves under the current workspace and actor.
canAccess()Reads and writes pass through the same checks as the dashboard.
ConfirmationConfigured writes pause for human approval with a diff preview.
What the demo shows live preview
Schema discoveryThe agent learns your real entities instead of guessing fields.
Customer searchSearch leads and orders across your business data.
Staged updatePrepare CRM updates and show the exact before/after diff.
Broadcast resultApproved changes refresh dashboards and connected sessions.
Developer handoff

Plug your assistant into real BusinessPress data.

We can demo Claude, OpenAI, or your own agent client calling the BusinessPress MCP server against a realistic CMS, CRM, and commerce workspace.

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