DanceFlow
PYPI · DANCEFLOW-AGENT-TOOLS
DanceFlow ecosystem tools, workflows and skills. https://kieransimkin.co.uk/danceflow/
Available components
Last scanned (15 hours ago)
Scores higher than 67% of PyPI servers
Category Marketing and SEO
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 Security50
- Malware scan not yet available for this package.Unverified
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 29 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to kieransimkin/DanceFlow). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 0 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability50
- 33% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Partial
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 7083 tokens (~71/item across 99 items; 97 tools + 2 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management70
- Stability observed for 21 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage82
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 38% of tool parameters carry a description.Partial
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- All 2 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation.Pass
- An AI judge read all 99 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Checks we ran (15)
- Known CVEs
- Install scripts
- Dependency health
- Source repository
- Provenance
- License
- Maintenance
- Security disclosure
- Schema quality
- Stability
- Tool coverage
- Injection markers
- Destructive annotations
- Judged manipulation
- MCP protocol
Checks we could not complete (1)
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.
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 −14
- Malware scan: pass → unverified ▼ security
- Package version: 0.1.21 → 0.1.22 functional
- 3 Nov 26 +16
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −15
- Malware scan: pass → unverified ▼ security
- Package version: 0.1.20 → 0.1.21 functional
- 1 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.
- 29 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 43 to 47. That category is still filling its 30-day observation window: 13 days of observed history at the previous scan, 14 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.
- 25 Oct 26 +16
- Malware scan: unverified → pass ▲ security
- 24 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- Package version: 0.1.18 → 0.1.20 functional
- Package version: 0.1.18 → 0.1.19 functional
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/danceflow-agent-tools@0.1.22
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 | kieransimkin/DanceFlow |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/kieransimkin/DanceFlow/.github/workflows/release.yml@refs/tags/v0.1.22 |
| Rekor log index | 3692109357 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:6bfeebfdf2edaa6c69d324d430166d6821450a65534364aab2592516f9e5120f |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | Known build tool | setuptools.build_meta |
Background: Why install scripts are a supply-chain risk →
Dependencies 29 packages
| Packages resolved | 29 |
|---|---|
| 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 →
rastermoves_plan_refinement ~79
Write no images; print the validated canonical refinement plan. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
rastermoves_refine ~83
Refine images at unchanged dimensions with cached weights and retained baselines. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, inference. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
rastermoves_refiners ~75
List canonical pinned refinement workflows without downloads. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
rastermoves_sync ~84
Explicitly refresh OpenModelDB catalogue metadata; no weights are downloaded. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, download, network. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
rastermoves_upscale ~82
Upscale local images with installed cached weights and provenance sidecars. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, inference. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
react_timeline_sequence_beat_grid ~31
Produce a bounded display grid using the installed timeline API.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
react_timeline_sequence_lyric_state ~42
Read active lyric/word states at a source time using the timeline's optional lyric-audition API.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
react_timeline_sequence_match_beat ~36
Match a source time to the upstream clock; variable clocks use actual beat anchors.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
react_timeline_sequence_sample_beat_clock ~41
Return native phase/tempo at source seconds and optionally source seconds at pips; no audio analysis.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
react_timeline_sequence_validate_beat_clock ~36
Validate a supplied fixed or sample-frame variable clock with the released timeline API.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_analysis_actions ~79
Inspect StemLab runtime or registered analysis capabilities without starting inference. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_beat_offset ~78
Compare detected beats to canonical timing in saved results. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_doctor ~79
Inspect StemLab runtime or registered analysis capabilities without starting inference. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_evidence_models ~80
Inspect StemLab runtime or registered analysis capabilities without starting inference. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_export_timeline ~82
Export saved results through the canonical React timeline to a new static directory. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_generate_batch ~82
Create a bounded comparison batch from source audio or retained stems without new separation. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_generate_cues ~77
Generate beat-linked cues from retained song evidence. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_match_clip ~82
Match an audio clip to source audio and retain a new evidence JSON file. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_midi_models ~80
Inspect StemLab runtime or registered analysis capabilities without starting inference. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_models ~78
Inspect StemLab runtime or registered analysis capabilities without starting inference. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_phrase_loops ~85
Rank line-complete phrase auditions from saved evidence; no seamless-loop approval is inferred. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_record_rudiment ~84
Record bounded source-derived motion or Fourier bands using the canonical StemLab implementation. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_repair_spectrograms ~87
Repair spectrogram PNGs in an existing results directory from retained NPZ evidence. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_rudiments ~81
Match retained audio attack evidence to installed DanceRudiments patterns. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
stemlab_snap_cues ~79
Snap a supplied LRC to retained detected beat evidence. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
thumbmoves_backend_info ~28
Inspect the native platform's cache-only thumbnail backend contract.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
thumbmoves_cached_thumbnail ~35
Read an existing OS thumbnail for one workspace file; a miss never decodes the source.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_audit_campaign_media ~81
Audit a media ledger and catalogue into a new provenance report. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_audit_epk_evidence ~85
Audit recorded EPK evidence without claiming browser, sensor or rights verification. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_audit_epk_layout ~78
Audit supplied layout observations and width coverage. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_audit_epk_timing ~84
Find hardcoded EPK timing bindings in a supplied HTML file. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_check_blogworthiness ~81
Validate recorded blogworthiness fields; not editorial truth or publication approval. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_clean_epk_video_links ~81
Remove redundant local video links and retain exact edit evidence. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_compose_epk_cover ~81
Compose a local artwork-first player from fresh source HTML. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_compose_epk_playback ~81
Compose reviewed explicit player mappings into new local HTML. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_integrate_epk_media ~84
Transform local HTML using an explicit media profile and retain an edit receipt. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_outreach_claim ~86
Create an atomic claim for an approved packet; no approval is granted and nothing is sent. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_outreach_finish ~86
Retain verified send evidence and release only the exact owned mutex; uncertain sends remain claimed. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_outreach_inspect ~80
Check claim ownership and unchanged approved packet bytes without sending. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_outreach_list ~81
List retained active send claims; this operation never sends a message. Returns a retained background job; poll danceflow_job_status. Base effect flags: none. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_publicity_inventory ~78
Inventory bounded local publicity candidates without granting send authority. Returns a retained background job; poll danceflow_job_status. Base effect flags: write. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_wordpress_create_draft ~90
Invoke the canonical guarded WordPress transport with operator-bound credentials and a new receipt. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, network, publication. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_wordpress_inventory ~86
Invoke the canonical guarded WordPress transport with operator-bound credentials and a new receipt. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, network. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_wordpress_publish_post ~89
Invoke the canonical guarded WordPress transport with operator-bound credentials and a new receipt. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, network, publication. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_wordpress_read_post ~87
Invoke the canonical guarded WordPress transport with operator-bound credentials and a new receipt. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, network. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_wordpress_schedule_post ~89
Invoke the canonical guarded WordPress transport with operator-bound credentials and a new receipt. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, network, publication. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
workflowmoves_wordpress_upload_media ~89
Invoke the canonical guarded WordPress transport with operator-bound credentials and a new receipt. Returns a retained background job; poll danceflow_job_status. Base effect flags: write, network, publication. Inspect danceflow_component for conditional inference/download effects.
| Name | Type | Req | Description |
|---|---|---|---|
| arguments | object | yes | – |
| permissions | object | – | Acknowledge only effects authorized for this operation; flags are not independent authority. |
Structured output declared, but exposes no named fields.
No examples provided.
How do I install the DanceFlow MCP server?
DanceFlow runs locally as a PyPI package, launched with uvx --python 3.13 danceflow-agent-tools. Ready-made configuration for Claude, Cursor, VS Code, Codex and 3 more is on this page, copied from each client's own documentation.
pypi · danceflow-agent-tools
claude mcp add kieransimkin-danceflow -- uvx --python 3.13 danceflow-agent-tools
What is the DanceFlow MCP server?
DanceFlow is an MCP server listed in the public MCP registry as io.github.kieransimkin/danceflow. DanceFlow ecosystem tools, workflows and skills. https://kieransimkin.co.uk/danceflow… This page covers its PyPI package (danceflow-agent-tools).
Is the DanceFlow MCP server safe to use?
DanceFlow scores 70 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.
What tools does the DanceFlow MCP server expose?
DanceFlow exposes 97 tools: danceflow_search, danceflow_list_workflows, danceflow_get_workflow, danceflow_capabilities, danceflow_component, and 92 more. Their descriptions and schemas cost roughly 6,820 tokens of context every time the server is loaded.
Is the DanceFlow MCP server still maintained?
DanceFlow 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 DanceFlow MCP server under?
DanceFlow 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 DanceFlow MCP server?
VerifyMCP ran 15 checks on DanceFlow, covering Known CVEs, Install scripts, Dependency health, Source repository and 11 more. One item could not be completed, a gap on our side rather than a finding about DanceFlow: Malware scan. 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.