Audience 01
Developers
Needs the same permission model for people and agents.
Knowledge & context · Prototype
Where the work actually changes.
ContextServers is aimed at Developers, AI product teams, enterprises, context publishers.
01
Who it is for
Three audiences, one boundary model.
Audience 02
AI product teams
Adopts it to replace a patchwork of tools with one reviewable surface.
Audience 03
enterprises
Uses the product where the cost of an unscoped action is higher than the cost of setup.
02
Use cases
Each row maps a capability to the operational change it is meant to produce.
| Capability | Operational change | Status |
|---|---|---|
| Hosted context namespaces | Turns a manual control into an explicit contract. | Specified |
| Ingestion and synchronization | Removes an ad hoc step from the workflow. | Specified |
| Context packaging and version control | Removes an ad hoc step from the workflow. | Specified |
| MCP resources and retrieval | Removes an ad hoc step from the workflow. | Specified |
| Access policies, billing and usage monitoring | Makes an existing action reviewable. | Specified |
03
Migration
How a team would move from the status quo without a big-bang cutover.
Step 01
Map the current path
Name the tools, owners and handoffs that the product replaces. Nothing is removed yet.
Step 02
Run one capability
Pick a single scoped capability and run it alongside the old path, with evidence compared side by side.
Step 03
Retire the old path
Remove the previous tool only when the new record is complete enough to audit.