Inkeep combines an open-source agent framework, visual builder, tools, MCP, deployment, and enterprise knowledge retrieval, but teams still own evaluation, permissions, model cost, and production operations.
Direct verdict
Inkeep earns a shortlist for teams that value an open-source, code-compatible agent builder and have a concrete support or knowledge workflow. Start with the free framework, prove retrieval and tool permissions on a labeled test set, and price the managed tier only after calculating the real cost of operating the open-source stack.
What to verify
Build one support agent against a versioned 100-question set with known answers, ambiguous requests, stale documents, prompt injection, permission boundaries, and tool failures. Run the same definition locally and in the intended deployment; measure answer correctness, citation support, retrieval recall, unauthorized actions, recovery, p95 latency, model and hosting cost, and code-to-visual round-trip fidelity.