Chattermill MCP integration for AI agents.

Connect AI agents to Chattermill through 22 structured actions, including get attribute, create response, and delete response. Review authentication, inputs…

ACTION CONTRACTS
22
AUTHENTICATION
API key
SOURCE STATUS
Provider-backed

CATALOG SOURCE REVIEWED AUGUST 23, 2026 / ACTION NAMES AND SCHEMAS DERIVED FROM WORKING MACHINES PROVIDER SOURCE

CAPABILITY PROFILE

What the Chattermill integration exposes

The Chattermill Agent App exposes 22 provider-backed actions for data and marketing work. Its current contract lets an authorized agent get a chattermill attribute by id, create a response in a chattermill project, and permanently delete a chattermill response by id. These operations are called through Working Machines as typed capabilities rather than through browser navigation or copied UI steps.

A connection uses API key. Before execution, the agent can inspect the selected action, its required fields, declared scopes, and expected output contract. Provider credentials remain inside the Working Machines runtime; the calling agent receives the capability and its structured result, not the underlying secret.

For reliable operation, start with the narrowest action that satisfies the task, resolve stable provider identifiers before changing state, and validate the returned object or status after execution. Availability still depends on the connected Chattermill account, granted provider permissions, workspace policy, region, plan, and upstream API behavior.

VERIFIED ACTION SAMPLE

Real Chattermill capabilities.

Showing 12 of 22 actions. Risk labels are conservative signals based on operation names, not substitutes for provider documentation or runtime policy.

get_attributeREAD

Get a Chattermill attribute by ID.

INPUTS: project / id

create_responseWRITE

Create a response in a Chattermill project.

INPUTS: project / response

delete_responseHIGH IMPACT

Permanently delete a Chattermill response by ID.

INPUTS: project / responseId

get_categoryREAD

Get a Chattermill category by ID.

INPUTS: project / id

get_data_sourceREAD

Get a Chattermill data source by ID.

INPUTS: project / id

get_data_typeREAD

Get a Chattermill data type by ID.

INPUTS: project / id

get_metricREAD

Get a Chattermill metric value for a project.

INPUTS: project / type

get_projectREAD

Get a Chattermill project by project ID.

INPUTS: id

get_responseREAD

Get a single Chattermill response by ID.

INPUTS: project / id

get_tagREAD

Get a Chattermill tag by ID.

INPUTS: project / id

get_themeREAD

Get a Chattermill theme by ID.

INPUTS: project / id

list_attributesREAD

List attributes for a Chattermill project.

INPUTS: project

INPUT CONTRACTS

Know what the action needs before it runs.

get_attribute

projectREQUIRED
Chattermill project key or identifier used in the API path.
idREQUIRED
Chattermill resource identifier used in the API path.

create_response

projectREQUIRED
Chattermill project key or identifier used in the API path.
responseREQUIRED
Raw Chattermill object.

delete_response

projectREQUIRED
Chattermill project key or identifier used in the API path.
responseIdREQUIRED
Chattermill resource identifier used in the API path.

get_category

projectREQUIRED
Chattermill project key or identifier used in the API path.
idREQUIRED
Chattermill resource identifier used in the API path.

PROVIDER-SPECIFIC WORKFLOWS

Jobs this Agent App can support

Inspect Get Attribute

Get a Chattermill attribute by ID. Use this as a bounded discovery step, retain the returned identifier, and avoid expanding the read beyond the task's stated scope.

get_attribute

Control Create Response

Create a response in a Chattermill project. Resolve the target first, present material changes for confirmation, and make retries idempotent where the provider supports it.

create_response

Verify with Get Category

Get a Chattermill category by ID. Compare the returned provider state with the intended outcome and preserve stable IDs or canonical links in the run record.

get_category

SAFETY BOUNDARY

Operate Chattermill with explicit limits

  • Authorize Chattermill with API key and grant only the provider access required by the selected actions.
  • 3 actions are change-capable by name. Confirm the target identity and material parameters before allowing a write.
  • Treat `delete_response` as high-impact operations and require an explicit approval boundary.
  • No provider scope string is declared on the sampled actions. Verify the connected account's actual permissions in Chattermill rather than assuming unrestricted access.
  • After a call, inspect the structured result and execution record before reporting that the Chattermill task completed successfully.

CONNECTION MODEL

API key

Chattermill API key sent as a Bearer token in the Authorization header. Create or copy it from the Chattermill API settings page: https://app.chattermill.com/settings/api.

Working Machines stores provider credentials behind the execution boundary. An agent can use an authorized connection identity, but catalog discovery alone does not reveal OAuth tokens, API keys, or provider secrets.

READ SIGNALS
19
WRITE SIGNALS
2
HIGH IMPACT
1
REVIEW SIGNALS
0

EVIDENCE AND AVAILABILITY

Provider reference

Action names, input fields, authentication types, and counts on this page are generated from the Working Machines provider catalog. Provider behavior, quotas, object semantics, account eligibility, and regional availability remain governed by Chattermill.

Official Chattermill website

ONE CONNECTION. REAL WORK.

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