
BailingHub for Business Operations
io.github.bailinghubPublished by GitHub account bailinghubv0.8.0Updated Oct 27, 2026
Let AI agents query and operate business systems with authorization, approval and audit trails.
Overview
Local stdio adapter that lets an AI agent submit natural-language jobs to one fixed, operator-configured BailingHub route for governed business-system actions.
- What you can do
- Submit untrusted task text to one operator-configured BailingHub route as a governed job
- Read the current public state of a job and poll it for a bounded wait without resubmitting
- In Agent Session mode, bootstrap a turn, search and read business capabilities and reference guidance, invoke or resume governed tool calls, and mark a run complete
- Query and operate business systems such as store, SaaS, CRM or ERP within the exposed capabilities, with approval and audit handled by BailingHub
- When to use it
- Use it when an organization already runs a self-hosted BailingHub deployment and wants an MCP host to issue business requests, such as stock checks, profile updates or refund requests, through a fixed route with authorization, approval and audit trails kept outside the model.
- Requirements
- Node.js 20.15 or newer and a reachable BailingHub deployment. Either a route-scoped Client Token in BAILINGHUB_CLIENT_TOKEN, or a one-time browser login for an approved Agent Session. BAILINGHUB_BASE_URL and BAILINGHUB_ROUTE are required; non-loopback HTTP is rejected unless BAILINGHUB_ALLOW_INSECURE_HTTP is set. Desktop-only local process.
Installation
In SourceWeft
- Open BailingHub for Business Operations in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
BailingHub MCP Server
0.8.0: larger tool inputs and knowledge on demand
Save complete page content without a small adapter limit, read only the relevant business guidance, and choose model defaults independently of service ceilings. Pair Core 0.10.0 / SDK 0.8.0 / DSH 0.8.0. Existing authorization, approval and original-operation recovery remain in force; automatic task continuation is a host responsibility.
简体中文 | English
Let an MCP-compatible AI agent use natural-language requests to query and operate your store, SaaS, CRM, ERP, or other business system through BailingHub.
Depending on the capabilities explicitly exposed by the business system and the routes allowed for this connection, an agent can, for example:
- find products with fewer than 10 items in stock and prepare a restocking suggestion;
- update an employee or customer profile;
- submit a refund request and wait when the configured route requires human approval.
The agent does not receive administrator or business-system credentials. BailingHub keeps the route boundary, approval state, execution record, and audit trail, while the downstream business system still makes the final authorization decision.
Previously introduced in 0.5.0: shop and inventory in one conversation
A host can let a user ask: “Check tumbler stock; if available, change the corresponding shop product to 59 and list it.” This SDK adds original-target checks for different systems on one Hub, system descriptions before tool search, and business-supplied authorization names. Actions must be exposed by the business systems, product mappings confirmed, and original approvals respected.
Use Core 0.10.0 + SDK 0.8.0 and a compatible host for these extensions, within one Hub and one administrator audit domain. The host owns explicit selection and persistent scope; the standalone MCP server does not gain a multi-system selection UI.
Scenarios, changes and upgrade steps
Conversation archives introduced in 0.4.0
When an Agent Client host enables conversation archiving, a BailingHub administrator can follow the user's request, the assistant's visible replies and the resulting business actions together. For example, one conversation can compare two separately authorized stores while retaining the original execution record for each store. Use BailingHub Core 0.10.0 with a host that captures and synchronizes the conversation. The archive API minimum is Core 0.6.0.
Version 0.4.0 introduced that synchronization API. It does not capture conversations by itself. A native host such as the DSH plugin owns the account selection and conversation interface. The standalone MCP server keeps its existing tool surface.
Who should upgrade, and where to start
You do not need to change business API declarations for this SDK upgrade. Existing read/write, approval and invocation recovery behavior stays in place. Conversation upload retries use the same event IDs and never repeat business actions; only the deployment's authorized administrators can read the combined archive. Hidden reasoning is excluded.
This package is a thin integration adapter. It does not embed BailingHub, grant business permissions, or replace the downstream business system's final authorization. It supports both the existing operator-provisioned Client Token mode and an Agent Session mode in which a human approves one local Agent through the system browser.
What It Exposes
The Agent Session MCP path starts with seven small meta-tools for turn bootstrap, capability and reference-knowledge search/read, governed invocation/recovery, and visible run completion. BailingHub then returns at most 12 active business tools for the current turn; each replacement removes the previous active set instead of growing the model context indefinitely.
Short tool descriptions can include description_truncated and
usage_guidance_available flags in start/search results. To read only one loaded
tool's bounded guidance, call search_business_capabilities with
{"tool_name":"the_exact_loaded_name","include_usage_guidance":true} after
starting the turn. This is a read-only reference bound to the current run,
authorization and catalog revision; it does not invoke the business tool. Preserve
the returned truncation and size metadata. Older clients without detail support
return a compatibility error; ordinary search remains compatible.
Host implementers should use the host-neutral Agent Client SDK guide.
The route, BailingHub URL, and credential are local process configuration, never model-supplied MCP tool arguments. An SDK host may publish a fixed set of available authorization references for per-call selection within one system; the host resolves each reference to its captured connection and retains control of connection management. See the authorization-reference guidance.
Authentication Modes
- Agent Session: run
bailinghub-mcp-server loginonce. The CLI uses a random loopback callback plus PKCE, opens the system browser, and stores the approved session in the platform-specific secure credential store. The MCP tools then use/agent-api/v1/*and refresh rotated tokens locally. - Client Token (compatible): when
BAILINGHUB_CLIENT_TOKENis present, the adapter keeps usingPOST /runandGET /jobs/{job_id}exactly as before.
Neither mode lets the model supply a credential, route, acting subject, or approval result. The Agent Session records the identity approved by the Hub/business authorization boundary; the downstream business system still makes the final authorization decision.
The MCP Registry server.json describes only the compatible standalone stdio/Client Token
installation, so that entry still marks BAILINGHUB_CLIENT_TOKEN as required. The native DSH
plugin does not consume that Registry configuration: it imports this package's /sdk subpath as
an ordinary library dependency and establishes an Agent Session through the browser. Do not add a
Client Token field to a DSH plugin based on the Registry form.
Security Model
The adapter intentionally does not accept:
- an acting subject or identity claim;
- a Client Token, administrator token, or business-system credential as tool input;
- an approval decision or approval evidence;
- an executor identity;
- arbitrary metadata or callback URLs;
- an arbitrary route.
In compatible Client Token mode, use a dedicated token restricted to the one route configured for this server process. Run separate server instances when different MCP clients need different route boundaries.
Install
Prerequisites:
- Node.js 20.15 or newer;
- a reachable BailingHub deployment;
- either one route-scoped BailingHub Client Token or a registered public Agent client that can be approved for the required route.
For the legacy static-job mode, configure an MCP host to spawn:
Agent Session login
Authorize one registered public Agent client and one fixed route before starting the MCP host without a Client Token:
The login callback binds only to a random 127.0.0.1 port and uses state plus PKCE S256.
Access and refresh tokens never appear in CLI output. macOS uses Keychain. Linux and other
POSIX platforms require an explicit BAILINGHUB_ALLOW_FILE_CREDENTIAL_STORE=true opt-in;
that fallback rejects files that are not owned by the current user with mode 0600.
Windows uses a CurrentUser DPAPI-protected file under the user's LocalAppData directory. If
Windows PowerShell or DPAPI is unavailable, Agent Session fails closed and never falls back to
plaintext. Compatible Client Token mode remains available on every supported platform.
For a local BailingHub process, loopback HTTP is accepted:
Non-loopback HTTP is rejected by default. BAILINGHUB_ALLOW_INSECURE_HTTP=true exists only
for an operator-controlled private network where TLS terminates elsewhere. Do not use it
across an untrusted network.
Correct Job Flow
- Create a stable
request_idfor one business request. - Call
submit_governed_jobwith that ID and the task text. - Preserve the returned
job_id. - Call
wait_for_governed_jobfor a short bounded wait, or callget_governed_joblater. - If submission must be retried, reuse the exact same
request_idand task meaning.
queued, running, and dispatched are non-terminal. done, error, and rejected are
terminal. A wait timeout is not a failed task and must not cause a replacement submission.
First Success and Feedback
Use the MCP integration path as the
canonical start page. The first integration is successful when an MCP host submits through
the operator-fixed route, the same job_id reaches a terminal state, BailingHub retains
its approval and audit state, and the MCP host never receives administrator or
business-system credentials.
Report a PASS, partial result, or failure through the BailingHub independent validation form and select the MCP track. Never include tokens, model keys, personal information, or production business data.
Project Boundaries
The dependency direction is one-way:
See:
- Project boundaries
- Threat model
- Compatibility contract
- Agent Client SDK
- Generated image delivery
- Privacy
- Security policy
Development
Client Token mode uses the stable bailing.client-api.v1 surface:
POST /runGET /jobs/{job_id}
Agent Session mode uses the additive Agent Auth v1 and Agent API v1 surfaces:
POST /agent-auth/v1/authorizationsPOST /agent-auth/v1/tokenGET /agent-auth/v1/sessionPOST /agent-auth/v1/revokeGET /agent-api/v1/workspacesGET /agent-api/v1/workspaces/{route}/bootstrapPOST /agent-api/v1/workspaces/{route}/turnsPOST /agent-api/v1/workspaces/{route}/capabilities/searchPOST /agent-api/v1/tool-invocationsPOST /agent-api/v1/tool-invocations/{invocation_id}/resumePOST /agent-api/v1/runs/{run_id}/complete
The host SDK additionally uses conversation audit write APIs available from Core 0.6.0. Use Core 0.8.0 for the new cross-system mode, system descriptions and authorization names. These APIs are not exposed as MCP/model tools:
POST /agent-api/v1/conversation-auditsPOST /agent-api/v1/conversation-audits/{conversation_id}/confirmPOST /agent-api/v1/conversation-audits/{conversation_id}/events
The bailinghub-mcp-server/sdk subpath additionally exposes a host-neutral Agent Client factory.
It owns browser login, named local selectors, isolated credentials, token refresh, and Core DTO
mapping. On the same Hub/client/workspace binding it replaces an older local connection only when
Core reports the same trusted on_behalf_of; different business identities remain independently
selectable. Core resolves the business authorization entry, so host adapters such as DSH never ask
for a business URL and do not own credentials or BailingHub HTTP endpoint details.
No administrator, executor, approval-decision, tool-proxy, configuration, or direct business API is called by this adapter.
Source: README.md at commit b830afa
Tools
0Version history
3- v0.8.0LatestOct 22, 2026
- v0.7.0Sep 23, 2026
- v0.6.0Sep 16, 2026
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