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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.

Every tool call now creates a Runtime Session and Transaction, producing an immutable Version and collecting Diagnostics. This guarantees full auditability and reproducibility.


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 (with version and session information):

{
  "result": {
    "content": [
      {
        "type": "text",
        "text": "{\"valid\": true, \"version_id\": \"...\", \"session_id\": \"...\", \"diagnostics\": [], ...}"
      }
    ]
  }
}

Testing

python -m pytest -v

19+ tests, all passing.


License

MIT

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