# Knowledge Structuring

> Multi-campaign skill repo for structured knowledge construction — ontology building, causal modeling, dimensional analysis, argument mapping.

- **Type:** MCP server
- **Install:** `agentstack add mcp-yogsoth-ai-knowledge-structuring`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [yogsoth-ai](https://agentstack.voostack.com/s/yogsoth-ai)
- **Installs:** 0
- **Category:** [Productivity](https://agentstack.voostack.com/c/productivity)
- **Latest version:** 0.1.0
- **License:** Apache-2.0
- **Upstream author:** [yogsoth-ai](https://github.com/yogsoth-ai)
- **Source:** https://github.com/yogsoth-ai/knowledge-structuring

## Install

```sh
agentstack add mcp-yogsoth-ai-knowledge-structuring
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

> *"The only true wisdom is in knowing you know nothing."* — Socrates

# 📚 wiki-vault

*Lightweight knowledge vault MCP server for structured wiki compilation.*

> 🧭 **Part of the [De-Anthropocentric Research Engine](https://github.com/yogsoth-ai/de-anthropocentric-research-engine).** This repository is the `knowledge-structuring` component of DARE — the full autonomous research-orchestration system — providing the wiki-vault MCP server plus the skills that compile research findings into structured knowledge (ontologies, causal graphs, design-space maps, argument graphs). DARE bundles it together with eight other research packages into a single self-contained clone. For the complete engine and the recommended way to use it, see the [main repository](https://github.com/yogsoth-ai/de-anthropocentric-research-engine).

**wiki-vault is not a note-taking app.** It is a structured knowledge substrate — a typed graph of interconnected research artifacts that grows autonomously as AI agents compile findings. BM25 search, typed edges, batch validation, zero LLM dependencies. The vault is the persistent memory layer where research knowledge crystallizes into reusable structure.

---

## ⚡ What It Does

- 🔍 **BM25 full-text search** — ranked retrieval across all vault pages with type/tag filters and contextual snippets
- 🕸️ **Typed knowledge graph** — 10 edge types connecting 9 entity types, with BFS traversal and orphan detection
- 🩺 **Batch validation** — 5 check types (broken links, orphans, missing frontmatter, duplicate edges, stale index) with auto-fix
- 📊 **Graph statistics** — global metrics (density, orphans, type distribution) and per-node connectivity analysis
- 🔄 **Incremental indexing** — only re-indexes changed files, full rebuild available on demand
- 📖 **Obsidian-compatible** — standard markdown + YAML frontmatter + `[[wikilinks]]`, browsable without modification

---

## 🎯 Design Philosophy

- **Single unified vault.** All knowledge in one place regardless of research domain. Cross-domain connections emerge naturally from the graph.
- **CC handles CRUD directly.** File creation, editing, deletion are CC's native operations. The MCP server provides only what CC cannot do efficiently: ranked search, graph traversal, batch validation.
- **Sources are immutable.** Raw material is preserved verbatim. Synthesis and evolution happen in wiki pages.
- **Graph is first-class.** Every page connects via typed edges. Orphans are failures, not features.
- **兵法书, not pipeline.** Skills teach principles and provide SOPs — CC decides strategy and execution autonomously.

---

## 🏗️ Architecture

```bash
┌─────────────────────────────────────────────────────────┐
│  MCP Server (8 tools)                                   │
│  vault_search · vault_add_edge · vault_query_graph      │
│  vault_graph_stats · vault_lint · vault_index           │
│  vault_info · vault_edge_audit                          │
├─────────────────────────────────────────────────────────┤
│  Core Modules                                           │
│  index.ts (BM25) · graph.ts (edges+traversal) · lint.ts│
├─────────────────────────────────────────────────────────┤
│  Vault (filesystem)                                     │
│  9 entity dirs · _edges.jsonl · _index.json · _schema.md│
└─────────────────────────────────────────────────────────┘
```

### Tools

| Tool | Description |
|------|-------------|
| `vault_search` | BM25 full-text search with type/tag filters and snippets |
| `vault_add_edge` | Create typed edge between pages (validates, deduplicates) |
| `vault_query_graph` | BFS traversal from node with direction/depth/type filters |
| `vault_graph_stats` | Global or per-node graph statistics and orphan detection |
| `vault_lint` | Batch validation (5 check types) with optional auto-fix |
| `vault_index` | Rebuild search index (incremental or full) |
| `vault_info` | Returns vault metadata (root, directories, types, stats) for session init |
| `vault_edge_audit` | Scan edges and report missing `[[wikilinks]]` in source page bodies |

### Skills (9)

| Level | Skill | Purpose |
|-------|-------|---------|
| Tactic | knowledge-compilation | Compile research findings into vault pages |
| Tactic | vault-maintenance | Vault health upkeep and cleanup |
| SOP | wiki-search | Search before creating (deduplication) |
| SOP | wiki-graph-query | Explore node neighborhood |
| SOP | wiki-add-edge | Create typed relationships |
| SOP | wiki-ingest-source | Write immutable source pages |
| SOP | wiki-compile-page | Create/update synthesized pages |
| SOP | wiki-lint-fix | Run lint and optionally fix |
| SOP | wiki-edge-audit | Audit and fix missing wikilinks for edges |

### Entity Types

| Type | Directory | Purpose |
|------|-----------|---------|
| source | sources/ | Immutable raw material |
| concept | concepts/ | Synthesized understanding |
| entity | entities/ | Named entities (people, orgs, tools) |
| claim | claims/ | Testable assertions with confidence |
| relation | relations/ | Named relationships |
| question | questions/ | Open research questions |
| evidence | evidence/ | Supporting/refuting evidence |
| failure | failures/ | Documented failed approaches |
| topic | topics/ | High-level topic containers |

### Edge Types

| Edge Type | Semantics |
|-----------|-----------|
| component_of | A is part of B |
| instance_of | A is an example of B |
| supported_by | A has evidence from B |
| contradicts | A conflicts with B |
| supersedes | A replaces B |
| derived_from | A was built from B |
| addresses | A answers/solves B |
| raises | A creates/implies B |
| failed_for | A didn't work for B |
| related_to | Weak association |

---

## 🚀 Quick Start

```bash
# Install
npm install

# Run tests (83 tests)
npm test

# Start MCP server
VAULT_ROOT=/path/to/vault npx @yogsoth-ai/wiki-vault
```

### MCP Configuration

Add to your `.mcp.json`:

```json
{
  "wiki-vault": {
    "type": "stdio",
    "command": "npx",
    "args": ["@yogsoth-ai/wiki-vault"],
    "env": { "VAULT_ROOT": "/path/to/your/vault" }
  }
}
```

---

## 📄 License

[Apache-2.0](LICENSE)

---

*A component of the [De-Anthropocentric Research Engine](https://github.com/yogsoth-ai/de-anthropocentric-research-engine), part of the [Yogsoth AI](https://github.com/yogsoth-ai) ecosystem. Built by [Pthahnix](https://github.com/Pthahnix).*

## Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [yogsoth-ai](https://github.com/yogsoth-ai)
- **Source:** [yogsoth-ai/knowledge-structuring](https://github.com/yogsoth-ai/knowledge-structuring)
- **License:** Apache-2.0

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/mcp-yogsoth-ai-knowledge-structuring
- Seller: https://agentstack.voostack.com/s/yogsoth-ai
- Browse the marketplace: https://agentstack.voostack.com/browse

---
Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.