Audience 01
AI developers
Adopts it to replace a patchwork of tools with one reviewable surface.
Agents, MCP & capabilities · Concept
Where the work actually changes.
SkillServers is aimed at AI developers, enterprises, skill publishers, agent platform operators.
01
Who it is for
Three audiences, one boundary model.
Audience 02
enterprises
Needs the same permission model for people and agents.
Audience 03
skill publishers
Needs the same permission model for people and agents.
02
Use cases
Each row maps a capability to the operational change it is meant to produce.
| Capability | Operational change | Status |
|---|---|---|
| Skill hosting and execution | Turns a manual control into an explicit contract. | Specified |
| Manifest and dependency management | Makes an existing action reviewable. | Specified |
| Skill discovery and versioning | Removes an ad hoc step from the workflow. | Specified |
| Authorization, telemetry and testing | Makes an existing action reviewable. | Specified |
| MCP-compatible invocation and distribution | 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.