ismail
PYPI · ISMAIL
Open-source DAW your agent runs itself, no AI audio model: compose, mix, hear it as text, play live.
Available components
Last scanned (11 hours ago)
Scores higher than 43% of PyPI servers
Category Design and Media
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 →
Checks we ran (10)
- Known CVEs
- Install scripts
- Dependency health
- Source repository
- Provenance
- License
- Maintenance
- Security disclosure
- Stability
- MCP protocol
Checks we could not complete (4)
These are gaps on our side, not findings about this package. We only credit what we can confirm, so a category made up entirely of them scores 0.
- Malware scan in Supply Chain SecurityMalware scan not yet available for this package.
- Schema quality in Schema Quality & AI Usability (scores 0 for this)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.
- Tool coverage in Tool Coverage (scores 0 for this)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.
- Tool safety in Tool Safety (scores 0 for this)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.
Does not apply to this package (2)
- Endpoint SecurityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
- Transport & ReachabilityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
The score does not measure everything. What the score does not measure →
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.
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 | Known build tool | setuptools.build_meta |
| setup_py | Not reviewed | <setup.py, unreviewed> |
| cmdclass | Not reviewed | <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 →
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 →
phone_restart ~113
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| when_idle | boolean | – | – |
| why | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_route ~55
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| inbox | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_say ~266
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| buzz | boolean | – | – |
| override_grant | string | – | – |
| pin | boolean | – | – |
| priority | string | – | – |
| sender | string | – | – |
| speak | boolean | – | – |
| text | string | yes | – |
| voice | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_signoff ~60
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| who | string | yes | – |
| why | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_sounds ~239
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| event | string | – | – |
| gain_db | number | – | – |
| menu | boolean | – | – |
| path | string | – | – |
| sender | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_start ~150
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| inbox | string | – | – |
| port | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_status ~107
No description provided.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_stop ~19
No description provided.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_timeline ~175
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| kinds | array | – | – |
| limit | integer | – | – |
| minutes | number | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_unsay ~133
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| match | string | – | – |
| n | integer | – | – |
| since | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_vibe ~802
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| accent | string | – | – |
| at | string | – | – |
| blur | integer | – | – |
| cancel_moves | boolean | – | – |
| dim | number | – | – |
| effect | string | – | – |
| ground | string | – | – |
| heading | string | – | – |
| hue_drift | number | – | – |
| image | string | – | – |
| ink | string | – | – |
| intensity | number | – | – |
| layers | array | – | – |
| menu | boolean | – | – |
| preset | string | – | – |
| ramp_beats | number | – | – |
| react | object | – | – |
| reset | boolean | – | – |
| save | string | – | – |
| scene | string | – | – |
| sender | string | – | – |
| transition_ms | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
phone_watch ~414
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| lead | boolean | – | – |
| round | string | – | – |
| since | integer | – | – |
| wait_min | number | – | – |
| who | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
play_file ~94
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| path | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
playbook ~126
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| page | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
presets_list ~29
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| project | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
project_info ~41
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| project | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
project_new ~299
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| beats_per_bar | integer | – | – |
| bpm | number | yes | – |
| derived_from | string | – | – |
| length_bars | integer | yes | – |
| master_limiter | boolean | – | – |
| name | string | – | – |
| objective | string | – | – |
| offset_sec | number | – | – |
| project | string | yes | – |
| reference | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
project_set ~379
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| artist | string | – | – |
| bpm | number | – | – |
| length_bars | integer | – | – |
| listen_pref | string | – | – |
| name | string | – | – |
| objective | string | – | – |
| objective_by | string | – | – |
| offset_sec | number | – | – |
| project | string | yes | – |
| reference | string | – | – |
| reference_stems | string | – | – |
| tail_sec | number | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
ref_retune ~127
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| cents | number | – | – |
| project | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
region_measure ~262
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bars | array | – | – |
| f_hi | number | – | – |
| f_lo | number | – | – |
| level_lufs | number | – | – |
| project | string | yes | – |
| ref_f_hi | number | – | – |
| ref_f_lo | number | – | – |
| seconds | array | – | – |
| source | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
render ~323
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bars | array | – | – |
| cache | boolean | – | – |
| mp3 | string | – | – |
| out | string | – | – |
| project | string | yes | – |
| stems | boolean | – | – |
| tracks | array | – | – |
| wait | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
request_add ~140
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| note | string | – | – |
| venue | string | – | – |
| what | string | yes | – |
| who | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
request_credits ~162
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| ids | array | – | – |
| path | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
request_list ~69
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| status | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
request_mark ~152
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| id | integer | yes | – |
| note | string | – | – |
| on_screen | boolean | – | – |
| status | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
request_next ~55
No description provided.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
request_vote ~100
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| id | integer | yes | – |
| venue | string | – | – |
| who | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
request_where ~106
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| venue | string | – | – |
| who | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
samples_fetch ~84
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| name | string | yes | – |
| path | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
samples_list ~69
No description provided.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
separate ~65
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| model | string | – | – |
| project | string | yes | – |
| source | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sketch ~672
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| background | boolean | – | – |
| bars | integer | – | – |
| base | string | – | – |
| bpm | number | – | – |
| brief | string | yes | – |
| key | string | – | – |
| n | integer | – | – |
| progression | – | – | – |
| project | string | yes | – |
| seed | integer | – | – |
| styles | array | – | – |
| wait | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sketch_keep ~106
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| project | string | yes | – |
| replace | boolean | – | – |
| sketch | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sketch_wait ~68
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| project | string | yes | – |
| wait | number | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
song_compress ~346
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry | boolean | – | – |
| project | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_autotune ~218
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| amount | number | – | – |
| formant | number | – | – |
| key | string | – | – |
| notes | array | – | – |
| out | string | – | – |
| path | string | yes | – |
| scale | string | – | – |
| speed_ms | number | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_compare ~364
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| a | string | yes | – |
| a_span | array | – | – |
| a_window | array | – | – |
| b | string | yes | – |
| b_span | array | – | – |
| b_window | array | – | – |
| fit_score | boolean | – | – |
| fmax | number | – | – |
| fmin | number | – | – |
| project | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_extract ~282
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bars | array | yes | – |
| every | integer | – | – |
| length_sec | number | – | – |
| name | string | yes | – |
| normalize | boolean | – | – |
| pre_ms | number | – | – |
| project | string | yes | – |
| source | string | yes | – |
| step | integer | yes | – |
| steps_per_bar | integer | – | – |
| which | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_import ~144
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bars | array | – | – |
| end_sec | number | – | – |
| name | string | yes | – |
| normalize | boolean | – | – |
| project | string | yes | – |
| source | string | yes | – |
| start_sec | number | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_list ~20
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| project | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_make ~124
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| describe | boolean | – | – |
| fx | array | – | – |
| instrument | – | yes | – |
| name | string | yes | – |
| normalize | boolean | – | – |
| notes | string | – | – |
| project | string | yes | – |
| tail_sec | number | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_speak ~358
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bpm | number | – | – |
| name | string | yes | – |
| normalize | boolean | – | – |
| project | string | yes | – |
| rate | integer | – | – |
| rhythm | string | – | – |
| text | string | yes | – |
| voice | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_zoom ~325
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bars | array | – | – |
| f_hi | number | – | – |
| f_lo | number | – | – |
| out | string | – | – |
| project | string | yes | – |
| ruler | boolean | – | – |
| seconds | array | – | – |
| source | string | – | – |
| words | array | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
sound_zoom_diff ~617
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| anchor | integer | – | – |
| debias | boolean | – | – |
| f_hi | number | – | – |
| f_lo | number | – | – |
| level_lufs | number | – | – |
| out | string | – | – |
| params | object | – | – |
| project | string | yes | – |
| ref_seconds | array | – | – |
| refs | array | yes | – |
| seconds | array | – | – |
| test | string | yes | – |
| top | integer | – | – |
| word | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
spectrogram ~385
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bars | array | – | – |
| f_hi | number | – | – |
| f_lo | number | – | – |
| out | string | – | – |
| project | string | yes | – |
| ruler | boolean | – | – |
| seconds | array | – | – |
| source | string | – | – |
| words | array | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
stage_actor_follow ~355
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| actor | string | – | – |
| assets | string | – | – |
| countdown | integer | – | – |
| mirror | boolean | – | – |
| mode | string | – | – |
| person | string | yes | – |
| scene | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
stage_actor_map_save ~173
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| drives | array | – | – |
| name | string | yes | – |
| person | string | yes | – |
| pins | object | – | – |
| scene | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
stage_actor_part ~301
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| move | array | – | – |
| part | string | – | – |
| person | string | yes | – |
| reset | boolean | – | – |
| scene | string | yes | – |
| seconds | number | – | – |
| show | boolean | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
stage_actor_play ~412
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| actor | string | – | – |
| assets | string | – | – |
| at_music | number | – | – |
| in_place | boolean | – | – |
| loop | boolean | – | – |
| mirror | boolean | – | – |
| person | string | yes | – |
| rate | number | – | – |
| scene | string | yes | – |
| take | string | yes | – |
| takes | string | – | – |
| trim | array | – | – |
| voice | boolean | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
stage_actor_pose ~223
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| person | string | yes | – |
| scene | string | yes | – |
| t | number | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | string | yes | – |
No examples provided.
How do I install the ismail MCP server?
ismail runs locally as a PyPI package, launched with uvx ismail mcp. 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
claude mcp add newsbubbles-ismail -- uvx ismail mcp
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.
What did VerifyMCP test on the ismail MCP server?
VerifyMCP ran 10 checks on ismail, covering Known CVEs, Install scripts, Dependency health, Source repository and 6 more. 4 items could not be completed, a gap on our side rather than a finding about ismail: Malware scan, Schema quality, Tool coverage and Tool safety. 3 categories score 0 for that reason, because we only credit what we can confirm. Endpoint Security and Transport & Reachability do not apply to a PyPI package, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.