.openclaw-plugin

Semantica — OpenClaw Plugin

v0.4.0 — Adds all 17 Semantica skills, 3 agents, and the full MCP integration to OpenClaw — the open-source personal AI agent platform.

MCP Server Setup (recommended)

1. Start the Semantica MCP server

python -m semantica.mcp_server

2. Add to mcporter.json

Paste the following into your OpenClaw mcporter.json (usually ~/.openclaw/mcporter.json):

{
  "mcpServers": {
    "semantica": {
      "command": "python",
      "args": ["-m", "semantica.mcp_server"],
      "transport": "stdio"
    }
  }
}

3. Restart the OpenClaw Gateway

openclaw gateway restart

OpenClaw will automatically discover all 17 Semantica tools and 3 agents.

Skills

All 17 skills under plugins/skills/ are available once the plugin is loaded:

extract · ingest · query · ontology · validate · deduplicate · embed · reason · decision · causal · temporal · provenance · policy · explain · export · change · visualize

Native Tool (REST, no MCP gateway)

For agents that cannot use the MCP gateway, use the OpenClawKGTool REST wrapper:

from integrations.openclaw import OpenClawKGTool

tool = OpenClawKGTool(base_url="http://localhost:8000")
entities = tool.extract_entities("Alice manages the project.")
tool.record_decision("Deploy model v2 to production")
summary = tool.get_graph_summary()

See integrations/openclaw/README.md for the full guide, including SOUL.md agent snippets.

Requirements

• Python 3.10+
• pip install semantica
• OpenClaw — openclaw.ai