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CKS MCP Server

Model Context Protocol server for Canonical Knowledge Structure.

Python License Tests

cks-mcp is an MCP (Model Context Protocol) server that provides LLMs with structured, verifiable knowledge operations through the CKS ecosystem. It exposes four tools—validate_knowledge, serialize_knowledge, explain_knowledge, and evolve_knowledge—each backed by the deterministic, immutable semantics of cks-core and the operational management of cks-runtime.


Ecosystem

CKS Core is the semantic foundation of the CKS ecosystem. Other projects build upon it:

Project Description Repository
cks-core Canonical semantic engine Deus-corp/cks-core
cks-runtime Operational environment – sessions, transactions, persistence Deus-corp/cks-runtime
cks-mcp MCP server – exposes CKS to LLMs (this repository) Deus-corp/cks-mcp

Why cks-mcp?

LLMs generate plausible but unverified statements. cks-mcp gives them a canonical knowledge backbone: every piece of information must be explicitly structured, validated against formal constraints, and traceable to its origin. This minimises hallucinations and makes AI‑ generated knowledge auditable.


Installation

pip install cks-mcp

The server requires cks-runtime (which includes cks-core) as a dependency.


Quick Start

Launch the MCP server

cks-mcp

An MCP client (Claude Desktop, any MCP-compatible LLM) can then connect and call tools.

Interactive LLM client (Groq / DeepSeek / local)

export GROQ_API_KEY=your_key_here
python llm_client/cks_llm_client.py --provider groq

You can then type natural language requests; the LLM will automatically call the appropriate CKS tool.


Available Tools

Tool Description
validate_knowledge Validate a Knowledge Structure and return diagnostics.
serialize_knowledge Serialize a Knowledge Structure into canonical JSON.
explain_knowledge Produce a semantic explanation of a Knowledge Structure.
evolve_knowledge Apply Genesis/Decay operators to evolve a structure.

Usage Example

{
  "method": "tools/call",
  "params": {
    "name": "validate_knowledge",
    "arguments": {
      "json_data": "{\"objects\":[{\"identity\":{\"id\":\"obj-1\",\"type\":\"Definition\",\"name\":\"Test\"},\"structure\":{}}]}"
    }
  }
}

Response:

{
  "result": {
    "valid": true,
    "diagnostics": [],
    "metadata": {
      "validator": "ReferenceValidator",
      "pipeline": ["structural", "semantic", "constraints"],
      "min_severity": "error"
    }
  }
}

Testing

python -m pytest -v

9 tests, all passing.


License

MIT

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