
zzop
io.github.eezz4Published by GitHub account eezz4v0.41.0Updated Nov 3, 2026
Deterministic repository oracle for AI agents: inventory, dependency graph, frontend-backend join.
Overview
zzop's local MCP server; no sign-in required; STDIO.
No AI overview yet: these facts come from the registry entry and the server itself.
Installation
In SourceWeft
- Open zzop in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
zzop ( Zero Zone Of Pain )
zzop reads a whole repository and answers the same way every time — one tree, or a frontend and a backend joined so you can see which calls reach which routes and which reach nothing.
zzop is a kernel you attach to your own source environment. It turns source into one language-neutral IR, builds the dependency graph and the cross-tree join over it, runs rules, and writes one JSON reply that says what it found and what it could not see. What it reads and what it judges is yours to inject: a parser or adapter for your stack (a Normalized AST envelope, or an overlay on top of a native parse), your own conventions in the config, your own rule packs. Each run names the next gap and how to fill it.
Built-in parsers and rule packs ship on by default — TypeScript/JavaScript, Python, Java, C#, Go and
Rust, plus Prisma and SQL schemas. They are an option, not the product: the Cargo feature
builtin-units carries them, and cargo build -p zzop-cli-bin --no-default-features builds the kernel
alone, which analyzes only what an envelope or overlay hands it.
Same commit in, same findings out. zzop never writes code and makes no network request.
Install
Every lane installs the same two Node-free binaries: zzop (the CLI) and zzop-mcp (an MCP server
over stdio, for AI agents).
Which tags carry release assets is owned by VERSIONING.md.
First three commands
A config is required — zzop guesses nothing about your project that you did not declare. Put one config at the top of your workspace; every tree under it finds it by walking up.
zzop init on that layout prints what it did and the next step:
and zzop cross answers with a short screen:
Getting started continues from here: attaching an overlay for a route zzop cannot see, adding your own rule pack, and quieting a finding.
Reading the output
- The screen (stdout, default) — what was read, what was not, the finding counts and first rows,
and one
nextstep. Follow thenextline; it is how zzop guides you to the gap that matters. .zzop/last-<command>.json— the full reply, written beside the config that governed the run. It explains itself: its blocks carry…Meaningfields saying what each value is and is not.zzop initgit-ignores.zzop/, which also holds the per-file cache (safe to delete;"cacheDir": nullwrites no cache).--json— prints the full reply on stdout instead and writes nothing. Use it from scripts.
Every finding carries a rule id, a severity, a file and line, and a message. findings.byRule and
findings.bySeverity count the whole run; findings.shown is the capped list (--limit). Read
warnings and coverageGaps before trusting a short list: an empty findings list can mean a clean
tree or a blind run, and only those fields tell the two apart.
The exit code is 0 whatever was found. For CI, --fail-on <severity> exits 3 when a finding
reaches that severity, and --baseline <file> fails only on rules that find more than the recorded
baseline. zzop --help prints both, with every other knob.
Everything else
zzop --help is the canonical list of subcommands and flags, and zzop <subcommand> --help prints
one. In short:
zzop coverage <path>— how much of each tree zzop actually sees, per extension and per io channel.zzop file <path> <tree>— everything known about one file;--source-idpicks the tree when several declare the same path.zzop endpoint "<METHOD> <path>" <trees>— who provides and who consumes one key, and why they did or did not join.zzop map <path>/zzop graph <path>— the module map as data / a picture for an external renderer.zzop facts <path>— the uncapped post-assembly facts, for a rule program of your own.zzop manifest <a> <b>andzzop diff old.json new.json— commit a structural contract and compare a later run against it (--allow-tool-driftto compare across zzop builds).zzop validate-envelope,zzop validate-rule-pack— check what you inject before you inject it.zzop analyze-envelope <envelope.json>— analyze an envelope with no native parsing at all.zzop explain <rule-id>— one rule's data, its suppress marker and its off-switch.zzop contract [<name>]— the embedded authoring contracts (envelope schema, DSL reference, rule catalog, config surface, starter config, …).zzop version(orzzop --version;--verboseadds each parser's fingerprint).
From an AI agent. zzop-mcp answers the same questions through the same handlers, so a tool call
and a CLI run on the same path agree. The server exposes the tools analyze_repo, cross_repo,
check_file, check_endpoint, check_coverage, module_map, analyze_envelope, validate_envelope,
validate_rule_pack — plus zzop://contract/* resources carrying the same documents
zzop contract prints, so an adapter or rule pack can be written with nothing but the binary.
Embedding. The zzop-facade crate is the JSON-in/JSON-out contract under both binaries
(zzop_facade::analyze_json, analyze_trees_json, analyze_envelope_json). It is workspace-internal
and not on crates.io, so in-process use means vendoring this workspace; shelling out to
zzop … --json needs no linkage.
Where next
- Getting started — the guided path: two repos, an overlay, a rule pack.
- Adapters and Normalized AST — inject a parser or an overlay for a language or framework.
- Rule authoring, DSL reference and the rule catalog — write a rule pack, look up a rule.
- Architecture — how a tree becomes IR, graphs and a reply.
- Versioning — pre-1.0 (
0.x): pin an exact version. Which surfaces are stable and where breaks are recorded (CHANGELOG.md). - Contributing · Security · documentation site: https://eezz4.github.io/zzop/
License
MIT — see LICENSE.
Source: README.md at commit 7fe3705
Tools
0Version history
7- v0.41.0LatestNov 3, 2026
- v0.40.0Oct 25, 2026
- v0.39.0Oct 14, 2026
- v0.38.0Oct 5, 2026
- v0.37.0Oct 3, 2026
- v0.36.0Sep 23, 2026
- v0.34.0Sep 16, 2026
Score
50% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts