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ismail

PYPI · ISMAIL

Open-source DAW your agent runs itself, no AI audio model: compose, mix, hear it as text, play live.

Available components

+3 this week 41 Trust /100

Last scanned (4 hours ago)

Scores higher than 43% of PyPI servers

Category Design and Media

Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security44
  • Malware scan not yet available for this package.Unverified
  • No known CVEs affecting this package version or its production dependencies.Pass
  • Declares code that runs automatically (setup.py, a custom setup.py cmdclass) and that we could not recognise. It may be perfectly ordinary, but we have not established what it does. View diagnostics → Partial
  • 3 of 51 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency100
  • Source repository is publicly reachable at the declared URL. View diagnostics → Pass
  • Cryptographically verified build provenance (signed, bound to newsbubbles/ismail). View diagnostics → Pass
  • Clear OSI-approved license (MIT).Pass
  • Actively maintained (last published 7 days ago).Pass
  • Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability0
  • Schema quality not yet verified: the captured schema was too large for us to store in full, or the server stopped listing its tools part-way, so we will not judge it on a partial copy.Unverified
Stability & Change Management30
  • Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage0
  • Tool coverage not yet verified: the captured tool definitions were too large for us to store in full, or the server stopped listing its tools part-way, so we will not judge them on a partial copy.Unverified
Tool Safety0
  • Tool safety not yet verified: the captured tool definitions were too large for us to store in full (the trim removes the very descriptions this category reads), or the server stopped listing its tools part-way.Unverified
Capabilities100
  • Implements a current MCP spec version (2026-07-28).Pass

Unverified: 3 categories

Categories scored 0 because our sandbox has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you. How we score packages →

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 5 Nov 26 −15
    • Malware scan: pass → unverified ▼ security
  • 4 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Nov 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Oct 26 +15
    • Malware scan: unverified → pass ▲ security
  • 30 Oct 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Oct 26 +1
    • Stability: unverified → 0.03 ▲ functional
    • Package version: 0.4.2 → 0.4.3 functional
  • 27 Oct 26 37

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 5 Nov 2026 · Analysed pypi/ismail@0.4.3

Provenance Verified

A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.

Result Verified
Ecosystem pypi
Reason Verified
Discovered via Registry attestation endpoint
Source repo newsbubbles/ismail
Certificate issuer https://token.actions.githubusercontent.com
Certificate SAN https://github.com/newsbubbles/ismail/.github/workflows/release.yml@refs/tags/v0.4.3
Rekor log index 3537942676
Predicate type PyPI publish attestation https://docs.pypi.org/attestations/publish/v1
Subject digest sha256:0bd8d333cc62a64eed33249e970ad6e1ebb17ff7d977f2e4bfc5c2029dcd4694

Background: How many MCP packages publish verified provenance →

Install scripts 3 scripts
Hook Tier Command
build_backend allowlisted setuptools.build_meta
setup_py unreviewed <setup.py, unreviewed>
cmdclass unreviewed <custom, unreviewed>

Background: Why install scripts are a supply-chain risk →

Dependencies 51 packages
Packages resolved 51
Stale 2
No linked repository 1
Tree resolution Complete

Background: SBOMs and build attestations, explained →

MCP tools · 348 exposed · ~68,075 tokens partial

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
live_load ~367

No description provided.

NameTypeReqDescription
atstring––
barsarray––
cueboolean––
deckstringyes–
loopboolean––
projectstringyes–
songstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

live_map ~285

No description provided.

NameTypeReqDescription
atstring––
controlstringyes–
curvestring––
paramstring––
projectstringyes–
rangearray––
removeboolean––
targetstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_midi ~377

No description provided.

NameTypeReqDescription
channelinteger––
instrument–––
projectstringyes–
removeboolean––
sourcestring––
trackstring––
transposeinteger––
volume_dbnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_midi_clock ~281

No description provided.

NameTypeReqDescription
offset_msnumber––
onboolean––
portstring––
positionboolean––
projectstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

live_midi_out ~431

No description provided.

NameTypeReqDescription
atstring––
audioboolean––
channelinteger––
offset_msnumber––
portstring––
projectstringyes–
removeboolean––
trackstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_parity ~250

No description provided.

NameTypeReqDescription
barsarrayyes–
songstringyes–
tracksarray––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_played ~632

No description provided.

NameTypeReqDescription
barinteger––
bars–––
fitboolean––
from_barinteger––
intostring––
modestring––
placementstring––
projectstringyes–
sourcestring––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_queue ~569

No description provided.

NameTypeReqDescription
cancel_atstring––
cancel_sectionstring––
clipsarray––
projectstringyes–
sectionstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_record ~49

No description provided.

NameTypeReqDescription
onboolean––
projectstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

live_start ~387

No description provided.

NameTypeReqDescription
beats_per_barinteger––
bpmnumberyes–
cap_dbnumber––
devicestring––
follow_deviceboolean––
prioritystring––
projectstringyes–
trim_dbnumber––
workersinteger––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_status ~292

No description provided.

NameTypeReqDescription
deckstring––
projectstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

live_stop ~68

No description provided.

NameTypeReqDescription
fade_secnumber––
projectstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

live_stream ~161

No description provided.

NameTypeReqDescription
namestring––
projectstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

live_tempo ~239

No description provided.

NameTypeReqDescription
atstring––
bpmnumberyes–
projectstringyes–
ramp_beatsnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_track ~444

No description provided.

NameTypeReqDescription
atstring––
deckstring––
fx–––
instrument–––
outputstring––
pannumber––
projectstringyes–
removeboolean––
sendsobject––
trackstringyes–
volume_dbnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

live_transition ~257

No description provided.

NameTypeReqDescription
atstring––
barsinteger––
from_deckstring––
projectstringyes–
stop_fromboolean––
stylestring––
tostringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

live_view ~73

No description provided.

NameTypeReqDescription
barsinteger––
clipstring––
projectstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

machine_disk ~240

No description provided.

NameTypeReqDescription
topinteger––
NameTypeReqDescription
resultstringyes–

No examples provided.

machine_status ~143

No description provided.

NameTypeReqDescription
projectstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

master_cue ~540

No description provided.

NameTypeReqDescription
end_snumber––
fade_in_snumber––
fade_out_snumber––
lufsnumber––
mp3boolean––
mp3_catch_dbnumber––
mp3_margin_dbnumber––
outstring––
sourcestringyes–
srinteger––
start_snumber––
tpnumber––
tp_catchboolean––
NameTypeReqDescription
resultstringyes–

No examples provided.

melody_consensus ~497

No description provided.

NameTypeReqDescription
held_pctnumber––
highstring––
legato_stepsinteger––
lowstring––
modestring––
onset_dbnumber––
phrase_barsintegeryes–
projectstringyes–
repsarrayyes–
rest_dbnumber––
short_dbnumber––
sourcestringyes–
steps_per_beatinteger––
trackstring––
write_atarray––
NameTypeReqDescription
resultstringyes–

No examples provided.

midi_play ~307

No description provided.

NameTypeReqDescription
barsarray––
channelinteger––
clockboolean––
max_snumber––
portstringyes–
projectstringyes–
tracksarray––
NameTypeReqDescription
resultstringyes–

No examples provided.

midi_ports ~140

No description provided.

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultstringyes–

No examples provided.

midi_read ~260

No description provided.

NameTypeReqDescription
barinteger––
filestringyes–
intoobject––
modestring––
projectstringyes–
quantizenumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

midi_sources ~53

No description provided.

Input schema present but exposes no named parameters.

NameTypeReqDescription
resultstringyes–

No examples provided.

midi_write ~291

No description provided.

NameTypeReqDescription
barsarray––
markersobject––
outstring––
projectstringyes–
tracksarray––
NameTypeReqDescription
resultstringyes–

No examples provided.

mimic_measure ~433

No description provided.

NameTypeReqDescription
checkboolean––
defaultsobject––
folderstring––
kindstring––
namestringyes–
no_topboolean––
notesarray––
projectstringyes–
velnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_clash ~526

No description provided.

NameTypeReqDescription
barsarray––
keystring––
min_overlapnumber––
ninteger––
projectstringyes–
tracksarray––
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_clear ~52

No description provided.

NameTypeReqDescription
barsarrayyes–
pitchesarray––
projectstringyes–
trackstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_copy ~100

No description provided.

NameTypeReqDescription
from_barsarrayyes–
modestring––
projectstringyes–
timesinteger––
to_barintegeryes–
to_trackstring––
trackstringyes–
transposeinteger––
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_from_audio ~189

No description provided.

NameTypeReqDescription
barsarrayyes–
floor_dbnumber––
highstring––
lowstring––
max_notes_per_stepinteger––
min_stepsinteger––
modestring––
projectstringyes–
rel_dbnumber––
sourcestringyes–
trackstringyes–
transposeinteger––
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_from_audio_loop ~290

No description provided.

NameTypeReqDescription
barsarrayyes–
base_barsarray––
floor_dbnumber––
highstring––
loop_barsinteger––
lowstring––
min_presencenumber––
min_rel_dbnumber––
min_stepsinteger––
modestring––
projectstringyes–
rel_dbnumber––
sourcestringyes–
trackstringyes–
write_barsarray––
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_read ~137

No description provided.

NameTypeReqDescription
barsarray––
projectstringyes–
stepnumber––
trackstringyes–
viewstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_transform ~204

No description provided.

NameTypeReqDescription
barsarrayyes–
dur_scalenumber––
dur_setnumber––
legatoboolean––
offset_msnumber––
pitchesarray––
projectstringyes–
quantizenumber––
shift_beatsnumber––
trackstringyes–
transposeinteger––
vel_scalenumber––
velocityinteger––
NameTypeReqDescription
resultstringyes–

No examples provided.

notes_write ~205

No description provided.

NameTypeReqDescription
barintegeryes–
barsinteger––
modestring––
notesstringyes–
projectstringyes–
repeatinteger––
trackstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

ops_find ~220

No description provided.

NameTypeReqDescription
categorystring––
ninteger––
needstring––
rolestring––
NameTypeReqDescription
resultstringyes–

No examples provided.

pattern_write ~138

No description provided.

NameTypeReqDescription
barintegeryes–
durnumber––
lanesobjectyes–
modestring––
projectstringyes–
repeatinteger––
stepnumber––
trackstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_ask ~114

No description provided.

NameTypeReqDescription
override_grantstring––
senderstring––
textstringyes–
waitnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_buttons ~74

No description provided.

NameTypeReqDescription
buttonsarray––
senderstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_buzz ~43

No description provided.

NameTypeReqDescription
patternarray––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_claim ~229

No description provided.

NameTypeReqDescription
bystringyes–
nintegeryes–
whystring––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_exam ~688

No description provided.

NameTypeReqDescription
answers_pathstring––
checkboolean––
chipsarray––
choicesarray––
clipsarrayyes–
exam_idstring––
floorstring––
floor_fromstring––
keyobject––
measuredobject––
questionstring––
secretsarray––
senderstring––
titlestringyes–
unmeasuredstring––
waitnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_expect ~165

No description provided.

NameTypeReqDescription
bystring––
minutesnumber––
whostringyes–
whystringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_hum ~130

No description provided.

NameTypeReqDescription
voice_idstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_listen ~380

No description provided.

NameTypeReqDescription
leadboolean––
pageboolean––
sinceinteger––
waitnumber––
whostringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_now ~378

No description provided.

NameTypeReqDescription
intonumber––
lengthnumber––
moodstring––
nextstring––
next_markstring––
nowstring––
now_markstring––
now_ofarray––
recording_whystring––
sectionsarray––
senderstring––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_offer ~171

No description provided.

NameTypeReqDescription
albumstring––
artiststring––
autoboolean––
labelstring––
pathstringyes–
senderstring––
titlestring––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_panel_close ~28

No description provided.

NameTypeReqDescription
panel_idstringyes–
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_panel_show ~737

No description provided.

NameTypeReqDescription
buttonsarray––
imagestring––
inputsarray––
linkstring––
link_labelstring––
override_grantstring––
panel_idstring––
prioritystring––
senderstring––
textstring––
titlestring––
videostring––
video_waitstring––
waitnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

phone_presence ~148

No description provided.

NameTypeReqDescription
minutesnumber––
NameTypeReqDescription
resultstringyes–

No examples provided.

Install

How do I install the ismail MCP server?

ismail runs locally as a PyPI package, launched with uvx ismail. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

pypi · ismail

# add to Claude Code
claude mcp add newsbubbles-ismail -- uvx ismail
Common questions

What is the ismail MCP server?

ismail is an MCP server listed in the public MCP registry as io.github.newsbubbles/ismail. Open-source DAW your agent runs itself, no AI audio model: compose, mix, hear it as text, play live. This page covers its PyPI package (ismail).

Is the ismail MCP server safe to use?

ismail scores 41 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

Is the ismail MCP server still maintained?

ismail is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the ismail MCP server under?

ismail declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.