From MCP tool calls to safe execution
Map the roles of trusted identity, approval, idempotency, retries, and audit in business execution.
Read the article↗RESOURCES
Find a guide.Start building.
Run a demo, connect a system, set up a local agent, or find deployment and upgrade instructions. Start with the work you want to do.
Quick startsTopic guidesProjects and releases
01QUICK STARTS
Choose a path and take the first step
Find a starting point for your first trial, business integration, or local agent.
01
Local Docker demo
Try queries, writes, approvals, and call tracing on your machine without a model key.
Start the local demo↗02Business system integration
Learn task submission, tool calls, and approval through a first business action, then prepare your system integration.
Read the getting started guide↗03Local agent
Set up browser authorization and sessions so a local agent can call your authorized business capabilities.
Set up Agent Client↗02TOPIC GUIDES
Find the guide for the task at hand
Continue your integration with guides to tools, approval, model services, and operations.
Tool declaration and discovery
Describe business actions with OpenAPI and ACC, then configure catalog access and route scope.
Read the tools guide↗Approval and execution recovery
Learn approval intents, frozen arguments, decision callbacks, and the checks required to resume execution.
Read the approval guide↗Model services and packages
Configure model services, packages, and shared allowances; understand usage settlement and image results.
Read the model services guide↗Agent long tasks and attachments
Integrate task write budgets, pause control, original-call inspection, and image attachment space.
Read about long tasks↗Deployment and operations
Maintain your BailingHub instance with production configuration, health checks, backups, and migrations.
Read the operations guide↗03PROJECTS AND RELEASES
Find the open-source project you need
Get the source, open a usage guide, and plan installation or upgrades for the version you choose.
BailingHub Core
Deploy the business control plane to manage tool routing, approvals, tasks, and call records.
BailingHub MCP / Agent Client SDK
Connect agent hosts to business authorization, sessions, and tool calls, or provide an MCP task entry point.
dsh-bailinghub
Select authorized systems in DeepSeek Harness so a local agent can query and operate your business.
ACC
Describe tool scope, risk, and approval requirements with an operation-level capability contract for your APIs.
Keep building your integration
Look up configuration and APIs in the full documentation, or compare integration options to find the right path for your system.