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Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence.
About
Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence.
Security Report
Valid MCP server (2 strong, 4 medium validity signals). No known CVEs in dependencies. Package registry verified. Imported from the Official MCP Registry.
5 files analyzed · 1 issue found
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How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"ai-mentu-navigator": {
"args": [
"-y",
"mentu-navigator"
],
"command": "npx"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
mentu-navigator
Read-only, provenance-first repository navigation for humans and agents.
mentu-navigator is the product name. mentu-nav is its short CLI. The
distinction keeps the package broad enough to grow beyond grep while leaving a
small command that is pleasant to invoke.
Why it exists
Search tools find matching text. A repository navigator also preserves the question's intent and returns the nearby contracts, tests, docs, Git lineage, and risk surfaces needed to act safely.
The first release is intentionally deterministic:
- no embeddings;
- no background index;
- no writes to target repositories;
- on-demand, bounded frontmatter handles that route to documents but never replace reading them;
- bounded snippets with file-and-line provenance;
- known secret-bearing paths excluded before content reads.
Install
npm install -g mentu-navigator # CLI: mentu-nav · MCP server: mentu-navigator-mcp
License: Apache-2.0. Telemetry is local-only JSONL under ~/.mentu/pd1/
(spec: docs/TELEMETRY-SPEC.md); disable with
MENTU_NAV_TELEMETRY=off. Nothing ever leaves the machine.
One-command start
cd /path/to/repository
mentu-nav
mentu-nav "where is PACM-274 implemented and tested?"
Interactive terminals receive a concise human view. Pipes receive compact JSON;
--json requests the full envelope.
Agents should use --agent for a compact, token-efficient JSON contract:
mentu-nav --agent "where is PACM-274 implemented and tested?"
The front door auto-routes to map, query, handles, symbol, or impact. Their
explicit commands remain available for scripts and advanced use.
For a docs-as-code network:
mentu-nav handles "catalog lineage"
This returns metadata pointers, typed relationships, and diagnostics. Every
pointer carries requiresHydration: true. query keeps these pointers separate
from source-body evidence so a summary cannot silently become an answer.
Capabilities
| Capability | Question answered | Evidence |
|---|---|---|
map | What is here? | files, languages, contracts, manifests, typed docs, Git state |
query | Where is the relevant evidence? | ranked path/line/snippet hits and routing reason |
locate | Which ranges should I read? | BM25-ranked hits with retriever attribution (evidence-backed default) |
read-range | What does that range say? | heading-bounded slice, frontmatter returned separately |
handles | Which docs and typed relationships may matter? | frontmatter pointers, relationship resolution, diagnostics; hydration required |
symbol | What surrounds this symbol? | definitions, references, tests, docs, config |
impact | What may this change affect? | Git range, tickets, contracts, tests, risk signals |
Progressive disclosure: locate and read-range
locate is the agent surface. Its default arm is ranked lexical retrieval
(BM25) — a default set by a pre-registered study, not by taste (see
Evidence below). Two legs exist:
- a ranked lexical leg — in-memory Okapi BM25 over the same file set the
walker already produces, with vendored Snowball stemmers for Spanish and
English, routed by each document's
langfrontmatter tag (detected as a fallback, and the detection is logged, never written); - an exact leg — the deterministic
querypipeline, unchanged in semantics.
A fused arm (reciprocal rank fusion of the two legs) exists as a measurement arm. It was the original default and was retired from the default path by its own pre-registered ablation rule when the registered bake-off found it trailing plain BM25 by 7.8 points of localization (see Evidence). Every hit says which leg (or both) put it there.
mentu-nav locate "compaction policy" --k 8
mentu-nav read-range docs/adr/ADR-014-ledger-compaction.md 38 62 --widen 1
locate returns {path, line, range, snippet, score, retriever, why} — a
range to read, not an answer. read-range returns the slice; each --widen
step reaches ±20 lines further and stops at the enclosing heading boundary, and
frontmatter comes back in its own field so metadata cannot be mistaken for body
evidence. Handles remain the pointer layer, unchanged: every pointer still
carries requiresHydration: true.
Pinned parameters
These are design parameters, not implementation details. Each is registered as an ablation and measured there; changing one is a dated decision plus a re-measurement.
| Parameter | Value | What it governs |
|---|---|---|
LOCATE_DEFAULT_K | 8 | hits locate returns by default |
LOCATE_MAX_K | 40 | ceiling on k, whatever a caller asks for |
SNIPPET_MAX_CHARS | 240 | snippet length, whitespace-normalized to one line |
WIDEN_STEP_LINES | 20 | one read-range widening step |
RRF_K | 60 | reciprocal rank fusion constant |
DEMOTION_MULTIPLIER | 0.5 | penalty applied to a demoted document |
The legacy query command keeps its own human-facing default of 40 results;
the pins above govern locate.
Demotions
--demotions <path> reads a pdv demotions JSON file (resolved against the
repository root) and multiplies those documents' scores by 0.5. A demoted
document ranks lower and is never removed — an unavailable document is the
more expensive error. An unreadable or malformed demotion set is reported in the
envelope diagnostics rather than silently ignored.
--retriever is for measurement
--retriever=bm25|exact|fused selects an arm (default bm25). It exists so a
registered bake-off's arms are produced by the shipped code path rather than by
a harness fork — and that is exactly how the defaults here were decided. The
flag is not a tuning knob.
Evidence
Every performance-relevant default in this tool traces to a registered, mechanically adjudicated study, and every claim below carries its scope: one 141-document bilingual operational documentation corpus, a fresh 115-question blind set, this tool's k=8 contract. The bake-off (doi:10.5281/zenodo.21969901, companion to doi:10.5281/zenodo.21960138):
- BM25 located the gold document on 93.0% of questions vs hardened exact
search's 71.3% (McNemar p < 1e-5) — which is why
bm25is the default. - The fused arm trailed BM25-alone by 7.8 pp (p = 0.0225), failing its frozen "fusion never costs localization" prediction; the pre-registered ablation rule retired it from the default path (docs/build/D3-REVISION-2026-08-16.md).
- An off-the-shelf SQLite FTS5 control (89.6%) was not statistically distinguishable from this implementation — BM25 as such carries the gain.
- Downstream answer accuracy moved +5.2 pp under the better locator, almost entirely through localization.
Nothing here claims generality beyond that corpus class; the study, corpus
manifest, question set, and adjudicator are public in the DOIs above for
re-running. What is additionally asserted by the test suite on every commit: the index writes
nothing to a target repository and lives in memory for the life of the process;
identical corpus and query produce byte-identical hit lists across runs and
index rebuilds; secret-bearing paths are excluded before tokenization, not
after; and a search pattern beginning with - is passed after a literal --
so it can never be parsed as an engine flag.
MCP
mentu-navigator-mcp exposes:
navigator— preferred compact, auto-routing entrypointlocate— fused ranked ranges, withretrieveranddemotionsread_range— the disclosure steplocatehands off tonavigator_mapnavigator_querynavigator_handlesnavigator_symbol_contextnavigator_change_impact
An MCP client configuration:
{
"mcpServers": {
"mentu-navigator": {
"command": "npx",
"args": ["-y", "-p", "mentu-navigator", "mentu-navigator-mcp"]
}
}
}
or launch the installed binary mentu-navigator-mcp directly.
Agent setup
mentu-nav setup --target all
mentu-nav doctor --human
Setup links the bundled skill into Codex and Claude without copying its logic. It refuses to replace an existing path. Repository navigation itself remains read-only.
Adoption
The executable remains centralized. Repositories adopt only a short operating contract; they do not copy the implementation. See docs/adoption.md.
Related
mentu-pdv validates the
frontmatter schema this tool consumes and emits the demotion sets locate
applies — the two are designed as a pair, and the schema itself is
published as a spec
(SPEC-frontmatter.md).
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