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KaifAhmad1
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Add a Cite Us section to the README with BibTeX citation info, and align it with docs/citation.md (author/organization: Semantica, 2026). Update LICENSE and docs/project-license.md copyright holder to Semantica, and replace the stale Hawksight-AI GitHub org slug with semantica-agi across READMEs, plugin manifests, cookbook notebooks, and GitHub templates.
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