Prove what your AI actually does.
Before a buyer, regulator, or agent has to guess.
Kinetic Gain is a set of open JSON specs that let an AI vendor declare what a system is, what it refuses, what evidence backs its claims, and what happens when it fails, so procurement teams, compliance reviewers, and other AI agents can verify it automatically instead of taking your word for it.
Kinetic Gain gives AI vendors a standard, written way to state what their system actually does, what it won't do, what proof backs up its claims, and what happens if it breaks. That means the people who have to sign off on using it, procurement, compliance, security, can check those claims themselves instead of just trusting a sales pitch.
Think of it like a nutrition label, but for AI. Instead of a company just telling you "our AI is safe and accurate," Kinetic Gain gives them a standard form to fill out that says exactly what the AI can do, what it refuses to do, and what proof they have for their claims. Anyone can check that form against the real AI and see if the company was telling the truth.
Paste their disclosure into the validator and get a pass / fail in seconds. No signup.
Open the validator →Fork a spec template, validate against the schema, serve it at the well-known URL.
Get the spec templates →One config entry gives your agent the full governance toolset.
npx -y mcp-kinetic-gain@0.10.0
The suite, visualized.
Twelve specs, 17 featured properties, one audit spine. Click a pod to filter, click any node for its dossier.
Hub size = real count in that section. Each hub shows real, linked items, hover for the full count. Tab through with a keyboard; Enter/Space activates a node like a click.
The core layer
Each spec carries a top-level <name>_version field. The MCP server exposes
fetch / validate / inspect / cross-spec-join tools for all twelve specs. The eleven regulated-vertical
6-packs, HealthTech, EdTech, PropTech, InsurTech, HR Tech, FinTech, GovTech, LegalTech, EnergyTech,
DefenseTech, RetailTech, fan the same six canonical artifact shapes across 66 sibling spec repos; see
/verticals/ for the full extension layer.
Two front doors
validator.kineticgain.com
Paste any Suite JSON in the browser and get a procurement-grade validation report. Auto-detects which of the twelve specs the document belongs to via its *_version field, then validates against the canonical JSON Schema 2020-12.
- 12 schemas bundled - no network at validation time
- Companion: React visualizer with 11 currently supported document types; the MCP server covers all 12 specs
mcp-kinetic-gain
75 tools across all 12 specs, including the DefenseTech 8-tool pack. Version 0.10.0 is published on npm with provenance and on the official MCP Registry. One pinned MCP client config entry starts the local stdio preview; it does not put a buyer policy on the application's request path.
- Published package: 75 tools in a local stdio server
- Verified distribution: npm + Official MCP Registry
Full detail lives on its own page: /specs/ (all twelve specs, filterable), /implementations/ (the 23-repo open-source stack), /audit-stream/ (the governance event spine), /properties/ (featured live properties plus the full constellation).
Author
Miz Causevic — Boston Enterprise Technologist, Boston, MA. ~30 years · IBM, CyberArk, Alteryx, Digital.ai, Gryphon.ai
All twelve specs are MIT-licensed for maximum implementation freedom; reference implementations like the unified MCP server (mcp-kinetic-gain) are AGPL-3.0.
- Per-spec issues and pull requests → the individual spec repo
- Cross-spec concerns → the meta-repo, authored in the open under github.com/mizcausevic-dev
Published MCP distribution
The unified MCP server has two verified distribution records for v0.10.0: npm and the official MCP Registry. Pin the package version in your client configuration.
npm registry.
mcp-kinetic-gain@0.10.0
exposes 75 local stdio tools. Inspect the package's provenance and tool descriptions before use.
Official MCP Registry.
mcp-kinetic-gain v0.10.0 is also listed on the official MCP Registry.
One Claude Desktop / Cursor / MCP-client config entry covers all 12 specs.
Across the rest of the estate
The Suite is one of several product lanes under kineticgain.com. A broader grouped property index is at kineticgain.com/constellation/.
Adjacent surfaces buyers reach for alongside the Suite specs:
- /calculators/ — decision math
- /trust/ — Trust Pack, 10 buyer-facing tools
- /policies/ — the 11-vertical readiness aggregator
- pulse.kineticgain.com — quarterly procurement telemetry over a 2,044-domain universe
- provenance-lab.kineticgain.com — interactive watermark stress test + the case for C2PA
- portfolio.kineticgain.com — a portfolio dashboard
- Public repository index — dated A–Z links across the wider Kinetic Gain account
The six governance guides that anchor the estate's topical clusters, each mapped to the Kinetic Gain Protocol standard: