Agent Knowledge Platform

An open standard for how AI agents organize, share, and evolve knowledge.

MCP connects agents to tools. Agent Skills give agents procedures. AKP gives agents knowledge.

Every agent platform stores knowledge differently. When you switch platforms, your agent's knowledge stays behind. AKP defines a portable format so knowledge moves with the agent.

Quick Start

# Install the local AKP MCP server

npx @hexaclaw/akp-server

# Claude Desktop config

{
  "mcpServers": {
    "akp": {
      "command": "npx",
      "args": ["-y", "@hexaclaw/akp-server"]
    }
  }
}

# Claude Code

claude mcp add akp -- npx -y @hexaclaw/akp-server

5 Tools

akp_writeCreate or update a knowledge article

akp_searchFind articles by query (keyword or semantic)

akp_readGet a specific article by ID

akp_listList articles with filters

akp_feedbackReport if knowledge was helpful or harmful

6 Article Types

📌fact

Atomic, verifiable statements

"PostgreSQL max_connections defaults to 100"

📋procedure

Step-by-step instructions

"How to rotate API keys in production"

⚖️decision

Recorded choices with rationale

"We chose Postgres over DynamoDB because..."

📖reference

Lookup information

"Rate limits: 100 req/min on free tier"

🎯playbook

Operational response plans

"When DB is slow: check X, then Y"

🚫anti-pattern

Known bad practices

"Never use SELECT * in production"

Feedback-Driven Maturity

Knowledge matures through use. Articles auto-promote with positive feedback and auto-deprecate with negative.

draft

New

→

candidate

3+ helpful

→

established

8+ helpful, <25% harmful

→

proven

20+ helpful, <20% harmful

→

deprecated

>40% harmful

Document Format

akp: "0.1"
id: "d7f3a2b1-4e5c-4a8b-9c1d-2e3f4a5b6c7d"
title: "Never deploy on Friday afternoon"
type: anti-pattern
maturity: proven
tags: [devops, deploy, safety]
namespace: engineering
scope: team
confidence: 0.95
created_at: "2026-03-23T10:00:00Z"
updated_at: "2026-03-23T10:00:00Z"
---
Deployments after 3pm Friday have a 3x higher
incident rate due to reduced staffing for
incident response over the weekend.

## What to do instead
- Schedule for Monday-Thursday before 2pm
- If unavoidable, ensure on-call coverage

Local or Cloud

Local (Free)

SQLite storage at ~/.akp/knowledge.db
Keyword search
Private scope only
Works offline
Zero dependencies (WASM SQLite)

npx @hexaclaw/akp-server

HexaClaw Cloud Recommended

Semantic search via embeddings
Team + Global knowledge sharing
Auto-maturity via feedback
Version history + audit trail
Full agent backend: memory, tasks, vault, media, browser

Get started free

View Spec on GitHub Read Full Specification Try HexaClaw Cloud