Give Agents Tools Without Slowing Developers Down
Developers should not rebuild the same access patterns for every agent. MCP speeds up connection, and ProofMap speeds up qualification.
Get StartedWhy Choose ProofMap
Expose tools quickly
Connect approved capabilities through MCP instead of custom-building every integration.
Test before rollout
Run objective-bound evaluations that include the actual tool paths agents will use.
Reduce release friction
Move from tool connection to approved production behavior with fewer manual checks.
Comparison
| Need | Ad hoc workflow | ProofMap |
|---|---|---|
| Connect tools and context | Developers wire custom integrations and debug behavior from raw logs. | Use MCP for standardized access and ProofMap to qualify tool behavior against objective tests. |
| Control production behavior | Prompt, model, and tool changes move through manual review or informal judgment. | Promote only prompt packages and runtime mappings that pass evaluation gates. |
| Save time and cost | Teams repeat setup, review, and model comparison work for every agent change. | Reuse tool connections, rerun objective suites, and compare cost, latency, and quality together. |
| Handle timing events | Launches, incidents, renewals, schema changes, and traffic spikes trigger rushed decisions. | Keep evidence-backed evaluations and fallback mappings ready before the timing pressure arrives. |
Frequently Asked Questions
Does faster tooling increase risk?
It does not have to. ProofMap keeps the qualification step explicit even when MCP speeds up integration.
Can this work for small teams?
Yes. Small teams benefit because they avoid building a heavy internal agent platform before they can test useful workflows.
How does this save developer time?
ProofMap reduces repeated manual review, model comparison, prompt regression checks, and tool-use debugging by making them repeatable evaluation workflows.
What does ProofMap produce?
It produces objective-bound evaluations, failure evidence, recommendations, and approved prompt or runtime mappings that developers can use in production.