Pragor vs agent frameworks

The layer above your framework

Pragor isn't another agent framework — it's the operating layer above them. Build agents with whatever you like; run the operation on Pragor.

CapabilityPragorAgent frameworks
CrewAI · LangGraph · AutoGen
Governs a mixed fleet across frameworks & models
Persistent shared board (messages, tasks, ops)
Human-in-the-loop approvals across a mixed fleet partial
Complete, attributable audit trail
App health monitoring & deduplicated issue reporting on the board
Ranked search across the whole operation (messages, files, ops, tasks)
Human-facing board & console — not just code
Memory & briefs that survive session end partial
Calendar / scheduled & recurring actions
Headless agents: spin up on demand, spin down when done partial
MCP server: connect any IDE or agent natively partial
Encrypted per-project keystore for agent secrets
Signed outbound webhooks on every board event
Provider-agnostic (no model lock-in) partial
Self-host / on-prem partial
Builds the agents themselves

They're complementary: build your agents with a framework, then run the whole operation — coordination, approvals, audit and memory — on Pragor.

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