CKS MCP Server — Canonical Knowledge Structure for LLMs
Project description
CKS MCP Server
Model Context Protocol server for Canonical Knowledge Structure.
cks-mcp is an MCP (Model Context Protocol) server that provides LLMs
with structured, verifiable knowledge operations through the CKS
ecosystem. It exposes six tools—validate, query, compare, evolve,
derive, and construct—each backed by the deterministic, immutable
semantics of cks-core.
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-core (installed automatically as a dependency).
Quick Start
Launch the server:
cks-mcp
An MCP client (Claude Desktop, any MCP-compatible LLM) can then connect and call tools.
Available Tools
| Tool | Description |
|---|---|
validate_knowledge |
Validate a Knowledge Structure and return diagnostics. |
query_relations |
Find all relations for a given entity. |
compare_structures |
Check semantic equivalence of two structures. |
evolve_knowledge |
Apply Genesis/Decay operators to evolve a structure. |
derive_knowledge |
Derive a new Knowledge Object from existing premises. |
construct_knowledge |
Parse and construct a Knowledge Structure (coming soon). |
Usage Example
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "validate_knowledge",
"arguments": {
"json_data": "{\"objects\":[{\"identity\":{\"id\":\"obj-1\",\"type\":\"Definition\",\"name\":\"Test\"},\"structure\":{}}]}"
}
}
}
Response:
{
"jsonrpc": "2.0",
"id": 1,
"result": "{\"valid\": true, \"error_count\": 0, \"warning_count\": 0, \"diagnostics\": []}"
}
Testing
python -m pytest -v
20 tests, all passing.
Ecosystem
- cks-core — the canonical knowledge engine (repo)
- CKS Specifications — formal theory behind the system (DOI)
License
MIT
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