[ Maha Strategies // Tools & API ]

Focused tools for a defined job.

Use a self-service tool when you need one bounded outcome—not a consulting engagement.

Each product states its scope, limits, and payment flow before you commit. Start with the deterministic evidence preflight when you have claims and source locators but are not yet ready for a full audit.

Products and tools

Choose one bounded workflow at a time.

[ Evidence Preflight ]

Check three claims before commissioning an audit

Assess DOI or URL syntax, exact locators, scope, evidence readiness, inference risk, rights, and access without claiming the supplied material was independently verified.

Run the deterministic preflight

[ Agent Compatibility Pack ]

Test one A2A agent and one MCP server against explicit policy

Inspect the fixed-price contract, exact schemas, sample evidence report, limitations, and automatic-refund boundary. Runtime payment remains withheld until Production recovery is proven.

Review the compatibility contract

[ Agent Infrastructure Readiness ]

Map one real deployment into a control brief

Use Maha Navigator to inventory MCP, A2A, x402, context, audit, spending, and reliability controls and receive one bounded pilot recommendation.

Start with Navigator

[ Tensor-Network Optimization ]

Solve bounded QUBO and Ising models on an A10G

Run a verified bounded-bond transfer-tensor heuristic with explicit exact and heuristic boundaries, asynchronous settlement, and published latency evidence.

View tensor optimization

[ Geometric Registration ]

Fit a rigid transform to paired 3D point clouds

Recover a weighted SE(3) rotation and translation with residual, determinant, and orthogonality checks on the production GPU job pipeline.

View geometric registration

[ Architecture Readiness ]

Turn an AI implementation ambition into a gap register

Inventory data paths, device fleet, model lifecycle, identity and access, outage fallback, and accountability. Export a browser-local implementation sequence.

Assess architecture readiness

[ AI Boundary Planner ]

Turn an AI deployment choice into a reviewable record

Compare local, cloud, and hybrid boundaries using stated data, capability, latency, resilience, device, and ownership conditions. Export a browser-local decision record.

Plan an AI boundary

[ Constraint Studio ]

Turn a planning problem into a Constraint Pack

Specify objectives, variables, hard limits, preferences, assumptions, and data gaps. Export a browser-local JSON handoff for human review or future solver work.

Build a Constraint Pack

[ Receipt → CSV ]

Extract a receipt batch into one clean CSV

Upload receipt photos, paste receipt text, or mix both. Try one receipt free before paying for a batch. If no submitted receipt can be parsed, the batch is refunded automatically.

Try receipt → CSV

[ MPS audit API ]

Run scoped claim-level evidence audits

Purchase prepaid audit invocations and receive a credential that is limited to the MPS audit endpoint. There is no subscription and no access to internal services.

Get MPS audit access

[ MCP bridge ]

Connect a local agent to documented Maha APIs

Install the local MCP bridge for authenticated MPS audit and book-access APIs. Human approval remains required for checkout.

Read MCP bridge guide

[ Enterprise MCP Gateway ]

Govern which agents can call which MCP tools

Register approved upstreams, discover their tool surface, enforce tenant-scoped limits and allowlists, and retain metadata-only audit evidence without retaining tool arguments.

Explore the enterprise gateway

Need a decision-ready research synthesis instead? Explore Verified Research Briefs or Rapid Intelligence Briefs.