KL4A

active

Extracts claims from SOPs, policies and regulations, has a person approve or reject each one, then serves the approved set to agents over MCP - each claim carrying a byte range to its source sentence. Open Knowledge Format (OKF) bundles, no database.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

Get it

Repository: github.com/CogniSwitch/KL4A
License: Apache-2.0
Last update: 2026-10-12
GitHub stars: ★ 18
Homepage: cogniswitch.github.io/KL4A/

agent-skills agents claude-code compliance human-in-the-loop knowledge-graphs mcp mcp-server neuro-symbolic-ai okf okf-bundle okf-knowledge-bundle

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.