Connect Internal Systems Without Endless Glue Code
MCP gives agents a cleaner way to reach your systems. ProofMap verifies that the agent uses those systems correctly before rollout.
Get StartedWhy Choose ProofMap
Reduce integration sprawl
Use a standard tool layer instead of rewriting connectors for each agent experiment.
Validate real tool use
Test whether the agent selects the right tool, passes the right arguments, and respects workflow constraints.
Improve developer speed
Give developers a repeatable path for connecting systems and approving behavior.
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
What internal systems can MCP connect?
Teams commonly connect docs, issue trackers, databases, CRMs, support tools, billing systems, and internal APIs.
How does ProofMap add value on top of MCP?
ProofMap evaluates whether the MCP-enabled agent behavior satisfies your objectives and produces evidence for approval.
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.
Connect tools with confidence
Use MCP for access and ProofMap for qualification.
Start qualifying prompts