Knowerage — AI Analysis Coverage Management

Local-first MCP server that tracks legacy code analysis coverage and freshness.

Source: github.com/MTimma/knowerage

Quick Start

Requirements: Node.js 18 or newer — npx must be on your PATH (it comes with npm, which is included with Node).

MCP server configuration

Register Knowerage wherever your MCP host expects server definitions (for example some clients use .cursor/mcp.json or .vscode/mcp.json; others use environment variables or a UI—follow your host’s documentation). Use the same server entry shape:

{
  "mcpServers": {
    "knowerage": {
      "command": "npx",
      "args": ["@mtimma/knowerage"],
      "env": {
        "KNOWERAGE_WORKSPACE_ROOT": "${workspaceFolder}",
        "KNOWERAGE_AUTO_FULL_RECONCILE": "true"
      }
    }
  }
}

Replace ${workspaceFolder} with your project root if your host does not expand that variable.

KNOWERAGE_AUTO_FULL_RECONCILE is optional: when unset, empty, or not a truthy value, the file watcher defaults to off. Set to 1, true, yes, or on (trimmed, case-insensitive) to enable. When on, the server watches knowerage/ and, after a short debounce, runs knowerage_reconcile_all on filesystem changes. That is not the same as running a full reconcile after every MCP tool call—it only reacts to file changes under knowerage/. Registry writes to registry.json are ignored by the watcher so saves do not loop.

Alternative approaches

Install via npm

npx @mtimma/knowerage

Or build from source

cargo build --release
./target/release/knowerage-mcp

How It Works

1. AI agent creates analysis .md files with YAML frontmatter declaring source file and covered line ranges
2. Registry (knowerage/registry.json) tracks analysis records with SHA-256 hashes for freshness
3. MCP tools expose create, reconcile, query, and export operations
4. Agent says "analyze X" → full workflow runs automatically (create → reconcile → record)

Registry file shape (knowerage/registry.json)

The on-disk format is a JSON object whose keys are analysis paths (strings). Each value is one record (see contracts/contracts.md). A full sample with two records lives at examples/registry.sample.json.

flowchart TB
  subgraph file["knowerage/registry.json"]
    O["Top-level JSON object"]
    O --> K["Each key: analysis markdown path, e.g. knowerage/analysis/.../topic.md"]
    K --> V["Value: one RegistryRecord"]
  end

  subgraph rec["RegistryRecord fields"]
    ap["analysis_path · source_path"]
    cr["covered_ranges: [[start,end], ...]"]
    h["analysis_hash · source_hash (sha256:… )"]
    t["record_created_at · record_updated_at (ISO 8601)"]
    st["status: fresh | stale_doc | stale_src | missing_src | dangling_doc"]
  end

  V --> rec

Frontmatter for analysis .md files is specified separately in the contracts doc (metadata schema), not inside registry.json.

MCP Tools

Project Structure

knowerage/                  # Created per-project
├── analysis/              # Analysis markdown files
│   └── **/*.md
└── registry.json          # Coverage registry

src/                       # Rust MCP server
├── main.rs
├── lib.rs
├── types.rs
├── parser.rs
├── registry.rs
├── mcp.rs
├── security.rs
└── export.rs

Documentation

• User Onboarding — Setup, config, typical usage
• INSTRUCTIONS.md — MCP agent instructions
• Rust Practices
• JS Practices
• Contracts — Schemas and API contracts (registry + frontmatter)
• Example registry JSON — Sample registry.json contents

Security

• All paths validated against workspace root
• Path traversal (..) rejected
• Atomic writes for registry (crash-safe)
• No secrets in analysis files or reports
• SHA-256 hash-based freshness (survives git pull)

License

MIT — copyright Martins Timma.

Parts of this project were written or refined with generative AI coding assistants. Human review applies to design, security-sensitive behavior, and releases.