behave
Allows recording and comparing the behavior of GNU command-line utilities such as sort, cut, paste, join, nl, fold, and head by generating test cases from help/man output and replaying them against alternative implementations.
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
behave
Record how any CLI behaves. Prove your rewrite behaves the same.
Proof: running it against uutils coreutils (the Rust rewrite of GNU coreutils) has so far led to 22 upstream bug reports and 29 fix PRs, 12 of them merged (as of Oct 31, 2026). See what it found.
behave treats a command-line tool as a black box. It reads --help (and the man page),
generates hundreds of test cases (every flag, flag pairs, every value the help lists for a flag,
edge-case stdin, file arguments, bad values, missing files), records what the tool actually does (stdout, stderr, exit code),
and replays those cases against another implementation.

Use it when you are:
porting a tool to Rust or Go and want proof that the port is compatible,
refactoring or upgrading a CLI and want a regression net in a few seconds,
comparing two implementations of the same tool.
Porting a CLI?
If you are rewriting an existing command-line tool in Rust or Go, behave gives you a compatibility suite without reading the original source. Three commands:
behave probe sort # record what the original does, case by case
behave run behave-sort # make sure the recording is stable
behave diff behave-sort --impl ./target/release/sort # every place your port differsThis is how it led to 22 bug reports and 29 fix PRs in uutils coreutils (12 merged so far).
A second, ready to run pair: behave diff examples/jq --impl gojq passes 29 of 33 jq 1.7 cases,
and the 4 differences are all error wording on stderr (see examples/jq).
Status: early (v0.1). CLI and MCP server work; feedback welcome.
Related MCP server: Evidrift
Quick start
Install with Homebrew (macOS and Linux), download a binary from Releases, or use go install:
brew install emirmrkaljevic/tap/behave
# or: go install github.com/emirmrkaljevic/behave/cmd/behave@latest
# 1. record how GNU sort behaves (writes ./behave-sort/)
behave probe sort
# 2. check that the recording is stable
behave run behave-sort
# 3. compare another implementation against it
behave diff behave-sort --impl ./target/release/sort --skip-tag metaOr try the committed examples first: behave run examples/cut (27 GNU cut cases),
behave run examples/paste (18 GNU paste cases), behave run examples/join (26 GNU join cases), behave run examples/nl (26 GNU nl cases), behave run examples/fold (28 GNU fold cases), behave run examples/head (24 GNU head cases), behave run examples/expand (21 GNU expand cases), behave run examples/unexpand (26 GNU unexpand cases), behave run examples/tr (29 GNU tr cases), behave run examples/comm (30 GNU comm cases), behave run examples/uniq (31 GNU uniq cases), behave run examples/sort (35 GNU sort cases), behave run examples/cat (39 GNU cat cases), behave run examples/wc (38 GNU wc cases), behave run examples/tac (33 GNU tac cases), behave run examples/numfmt (41 GNU numfmt cases), behave run examples/od (36 GNU od cases), behave run examples/basenc (32 GNU basenc cases), or behave run examples/jq (33 jq 1.7 cases); see examples/.
For tools that need a positional argument (a filter, a pattern, a field list), give samples:
behave probe jq --arg . --arg '.a' --arg '.[]' --arg 'map(.+1)' --arg keys
behave diff behave-jq --impl gojq --ignore-stderrWhen the help text lists the values a flag accepts, probe adds one case per value next to the
invalid-value cases. It understands GNU style (WHEN can be: auto, always, never,
--sort=WORD ... to WORD: none (-U), size (-S), ..., The WHEN argument defaults to 'always' and can also be 'auto' or 'never'.), clap's [possible values: ...], argparse's {json,yaml} and
<fast|safe>. It only keeps plain lowercase lists it can tie to that flag. --dry-run shows what it found:
$ behave probe ls --dry-run
--color WHEN {always,auto,never}
--sort WORD {none,size,time,version,extension,name,width}Example output (abridged):
✗ flag --output-delimiter, value -1, arg -f1 0135-flag-output-delimiter-value-1-arg-f1.yaml
$ cut --output-delimiter -1 -f1
exit:
exit: want 0, got 1
stdout:
- hello
flags with differences:
--output-delimiter 2/16 cases differ
flags fully compatible: 9 of 10
cut vs ./uu/cut: 172/175 passed, 3 failed, 0 skipped (differs in: exit 2, stdout 3) [0.1s]What it found on day one
Run on this machine against real tools, generated cases only, --help/--version excluded:
original | candidate | cases | pass | notable differences |
GNU wc 9.7 | uutils wc 0.12.0 | 63 | 63 | none |
GNU head | uutils head | 51 | 51 | none |
GNU uniq | uutils uniq | 100 | 100 | none |
GNU tr | uutils tr | 63 | 63 | none |
GNU tac 9.12 | uutils tac (main) | 36 | 35 |
|
GNU tail 9.12 | uutils tail (main) | 60 | 58 |
|
GNU cut | uutils cut | 175 | 172 |
|
GNU base64 | uutils base64 | 36 | 31 |
|
GNU sort | uutils sort | 290 | ~260† | usage errors exit 1 instead of 2; |
jq 1.7 | gojq 0.12.19 | 596 | 331* | unsupported flags ( |
* with --ignore-stderr; error message wording differs almost everywhere.
† varies by one or two: some --random-sort cases are only sometimes detected as flaky with tiny inputs.
Many of these are deliberate design choices, not bugs. behave just makes them visible.
Record from the release the rewrite actually targets. uutils follows the newest GNU release, and
GNU 9.12 prints ==> 'standard input' <== in tail -v headers where 9.7 prints no quotes, so a
spec recorded from an older GNU reports differences that are really GNU changes. behave.yaml
keeps the --version line of the recorded tool, and run/diff print it next to the version
being replayed.
Some were real bugs and are now fixed upstream:
uutils
cut --output-delimiter -x(uutils/coreutils#15341, fixed in #15345)uutils
sort --check --mergeignored the check (uutils/coreutils#15380, fixed in #15381)uutils
tac -s -1rejected a separator starting with-(uutils/coreutils#15497, fixed in #15498)uutils
tail 007printed the missing file as'7'(uutils/coreutils#15533, fixed for tail in #15534; the same bug in other utilities is being fixed one by one:tacin #15541 (merged),nlin #15544 (merged),md5sum/cksumin #15548 (merged),sortin #15565 (merged),shredin #15604 (merged))uutils bare
tail -candtail +NUMignored_POSIX2_VERSION(uutils/coreutils#15528, fixed in #15529)uutils
sort -c direxited 0 without a message instead of reporting the read error (uutils/coreutils#15615, fixed in #15616)
Still open: a few error messages that lose the file name, mostly caught by the "file with trailing slash" probe case added in v0.1.7:
cp f/ destprintsNot a directory (os error 20)instead ofcannot stat 'f/': Not a directory(#15691, fix in #15692)pasteopen and read errors without the file name (#15254, fix in #15642)shred dirsaysNot a fileinstead offailed to open for writing: Is a directory(#15630, fix in #15631)mv missing/ gsaysNot a directoryandmv d/f gwith an unsearchabledsaysNo such file or directory, where GNU gives the real reason (#15704, fix in #15705)ln f/ linkandln missing linksayfailed to create hard link 'link' => ...instead of naming the source withfailed to access 'f/'(#15713, fix in #15714)mv a missing/bandmv a ro/bprint onlyNo such file or directory (os error 2)orPermission denied (os error 13), where GNU sayscannot move 'a' to 'missing/b': ...(#15721, fix in #15722)mv -T f d(file onto an existing directory) printscannot overwrite directory 'd' with non-directorywithout the source, where GNU adds'f'(#15724, fix in #15725)mv -n z z(and--update=none) fails with'z' and 'z' are the same file, where GNU skips the move and exits 0 (#15824, fix in #15825)chown 1000 f/andchgrp 1000 missingsaycannot dereference 'f/', where GNU sayscannot accessand keepscannot dereferencefor dangling symlinks (#15867, fix in #15868)chmod -v 644 missingprints nothing on stdout, and for a dangling symlink a made-upfrom 0000 (---------) to 1500 (r-x-----T)line, where GNU prints'missing' could not be accessed(#15883, fix in #15884)fmt d a.txtstops at the directory with a bareread errorand never formatsa.txt(same for a missing file), where GNU sayserror reading 'd': Is a directoryand goes on (#15922, fix in #15923)tr a '[:alpha:]'prints the set2 class error on one line and saysset2, where GNU splits it over two lines and saysstring2(#15948, fix in #15949)uniq -f xsaysInvalid argument for skip-fields: x, where GNU saysx: invalid number of fields to skip(same for-sand-w), caught by the newexamples/uniqspec (#15970, fix in #15971)sort -t abandsort -t ''word the bad separator errors differently from GNU, andsort -c a badds a usage hint GNU doesn't print, caught byexamples/sort(#15975, fix in #15976)od -A qandod -t x3word the invalid radix and type string errors differently from GNU, caught byexamples/od(#16071, fix in #16072)od -t x0(andd0,u0,f0) is silently treated as the default size, where GNU rejects a 0-byte type (#16085, fix in #16086)
MCP server
behave mcp serves the same features over stdio, so a coding assistant can explore the
original tool, grow the spec while it works, and check its port after every change.
{
"mcpServers": {
"behave": { "command": "behave", "args": ["mcp"] }
}
}tool | what it does |
| run a command once in a temp dir, return exit/stdout/stderr (exploration) |
| generate and record a spec from |
| add a case and record the original's behavior |
| list cases, optionally by tag ( |
| replay against an implementation, return failing cases with diffs |
Spec format
A spec is a directory you can commit and review:
behave-cut/
behave.yaml # command, timeout, normalizers, recorded_from (--version line)
cases/
0001-help.yaml
0135-flag-output-delimiter-value-1-arg-f1.yaml
...name: flag --output-delimiter, value -1, arg -f1
args: [--output-delimiter, "-1", -f1]
stdin: |
hello
tags: [flag-value, "flag:--output-delimiter"]
expect:
exit: 0
stdout: |
hello
stderr: ""Cases can also set env, files (created in a fresh temp dir), and timeout_ms.
Add your own with behave add behave-cut --stdin 'a,b' -- -d, -f2.
How it stays deterministic
every case runs in a new temp directory with a fixed environment (
LC_ALL=C.UTF-8,TZ=UTC,NO_COLOR=1,HOME=temp dir)input files get fixed modification times, and tools that read the current directory (
ls,du,rg; help text mentions "current directory" or recursion) get a small sample tree (--sample-files auto|on|off) whose names, sizes and extensions sort differently, sols --sort=size,ls -t,du --timeanddu -Sproduce output worth comparingeach case is recorded 3 times; anything that changes between runs is marked
flakyand skipped (e.g.sort --random-sort)normalizers remove noise before comparing:
ansi,workdir,cmd(jq:vsgojq:),timestamp,hexaddr,duration,pid, plus your own regex rules inbehave.yamltimeouts kill the whole process group
Commands
command | what it does |
| discover flags, generate and record cases ( |
| re-record expectations from the original |
| add one hand-written case |
| replay against the original |
| replay against another implementation ( |
| which documented flags (from |
| list built-in normalizers |
run and diff exit with 1 when any case fails, so they drop straight into CI. Pass --junit report.xml to write a JUnit XML report for CI dashboards (GitHub Actions, Jenkins, etc.).
coverage tells you what a spec doesn't test yet. On the hand-picked cut example:
$ behave coverage examples/cut
cut: 27 cases exercise 7 of 12 documented flags (58%)
not exercised (5): -n --zero-terminated --help --version -M
used but not in help: --no-such-flagIt reads flags the same way probe does, understands --long=value, unambiguous long prefixes and clustered short flags (-sf1), and exits 1 with --min 80 when coverage drops below 80%.
The repo ships a multi-stage Dockerfile that builds the binary and starts behave mcp on stdio (for Glama and other MCP registries that build from a Dockerfile).
Roadmap
more committed example specs (
head,tail,wc, agrepsubset vs ripgrep)Homebrew tap
Safety
behave only runs the binaries you point it at, in a temp directory. Don't probe tools that
change things outside their working directory (package managers, rm -rf-style tools)
without --skip-flag and a sandbox.
Links
MCP Registry name:
io.github.emirmrkaljevic/behave
License
MIT
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