MCP server
Donum, tool shaped.
Agents should not have to learn a new API to tell your company how it is doing. Donum ships an MCP server. Point Claude, ChatGPT, or your in house agent at it and the tools show up, typed and ready.
Workspace tokens
- list_reportsread
(filter?, cursor?) → Report[]
List workspace reports with filters and a stable cursor.
- create_reportwrite
(template, period, sources[]) → { id }
Draft a report from a template. Returns the report id once ready.
- run_workflowwrite
(workflowId) → { runId }
Trigger a workflow run outside the schedule. Idempotent.
- read_memoryread
(category?, key?) → Memory[]
Query the workspace memory for AI context.
- write_memorywrite
(key, value, category) → Memory
Append to memory. Future reports will benefit.
- list_workflowsread
() → Workflow[]
List all workflows and their next scheduled run.
The toolbox
Six calls, typed and scoped.
(filter?, cursor?) → Report[]
List workspace reports with filters and a stable cursor.
(template, period, sources[]) → { id }
Draft a report from a template. Returns the report id once ready.
(workflowId) → { runId }
Trigger a workflow run now. Returns a poll-able run id.
(category?, key?) → Memory[]
Query workspace memory for AI context.
(key, value, category) → Memory
Append to memory. Future reports will benefit.
() → Workflow[]
List all workflows and their next scheduled run.
Client catalog
Works with every MCP client.
active · official
Claude desktop
Drop the connection string into MCP config. Tools appear on next launch.
active
ChatGPT desktop
Register as a custom tool server. Works with GPT-4 and GPT-5 class models.
active
Cursor / IDE agents
Any client that speaks MCP. Write agents that open a PR with a shipped report.
March, 2026
Realm · Monthly Investor Update
MRR
$142,800
+14.2% vs Feb
NRR
115%
+3pt QoQ
Active
2,408
+412 new
Pipeline
$384k
72% closed won
What changed
Highlights
MRR grew 14.2% in March, driven primarily by Pro upgrades from the January cohort. Net retention held at 115% thanks to expansion on the Team plan.
Pipeline closed above target for the third straight month. We are carrying 412 new active accounts into April, with the agency plan contributing a third of the lift.
In ChatGPT, the agent can ask Donum to generate a weekly marketing report and paste the link back into the chat. In your own stack, a coding agent can open a pull request that ships a report every Friday. All with the same six tools.
Questions
Built for agents.
Do I need to be on a specific plan?+
MCP is available on Pro and Agency. The Starter plan exposes a read only subset.
Which clients are supported?+
Claude, ChatGPT desktop, and any MCP compliant client. The inspector in the docs lets you browse tools live.
Is there rate limiting?+
Yes. MCP calls share the same per key rate limits as the REST API.
Can I audit agent actions?+
Yes. Every tool call is an audit log entry with the agent id, the tool, and the payload.