Tennis Evolution
PYPI · TENNIS-EVOLUTION
Turn a long tennis recording into a labeled highlight reel: lossless rally clips, hit-count labels.
Available components
Last scanned (2 hours ago)
Scores higher than 80% 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 Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 0 of 1 dependencies flagged as unhealthy. View diagnostics → Pass
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to bobobo2026/tennis-evolution). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 7 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability67
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 767 tokens (~109/item across 7 items; 7 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management23
- Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage90
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 71% of tool parameters carry a description.Partial
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 8 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
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.
- 4 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −14
- Malware scan: pass → unverified ▼ security
- 1 Nov 26 +16
- Malware scan: unverified → pass ▲ security
- Stability: unverified → 0.10 ▲ functional
- 31 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- 30 Oct 26 0
- Security disclosure: unverified → fail ▼ functional
- 29 Oct 26 77
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/tennis-evolution@0.2.0
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 | bobobo2026/tennis-evolution |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/bobobo2026/tennis-evolution/.github/workflows/release.yml@refs/tags/v0.2.0 |
| Rekor log index | 3560782924 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:ad0d66b4b4016531329ae29878d1cca49a1bc94aaf4b1133086ab38f2c8e9665 |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 1 package
| Packages resolved | 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 →
activate_license Activate a Pro licence key ~29
Verify a te1.… key offline and store it for future renders.
| Name | Type | Req | Description |
|---|---|---|---|
| key | string | yes | – |
No output schema declared.
No examples provided.
get_job Check a render job ~48
Status of a job from start_highlight_reel: running/done/failed, the last log lines, and once done the manifest (outputs and verification).
| Name | Type | Req | Description |
|---|---|---|---|
| job_id | string | yes | – |
No output schema declared.
No examples provided.
license_status Show free/Pro status ~24
Whether a Pro licence is active, the free-tier limits and the pricing URL.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
probe_video Inspect a tennis recording ~50
Read duration, resolution, rotation, HDR/colour, audio tracks and recording time of a local video file. Run this first to confirm the file is readable.
| Name | Type | Req | Description |
|---|---|---|---|
| video | string | yes | Local video path. |
No output schema declared.
No examples provided.
rank_highlights Parse and rank a rally list ~133
Parse a rally list and show which rallies would be kept, so the user can confirm before rendering.
| Name | Type | Req | Description |
|---|---|---|---|
| highlights_path | string | – | Path to a rally list (.txt from sliceapp or .json). |
| highlights_text | string | – | Rally list pasted inline, one rally per line, e.g. '27:14 - 28:08 40 hits'. Use either this or highlights_path. |
| sort | string | – | Ranking: longest rally first (hits), longest clip, or chronological. |
| top | integer | – | Keep the N best rallies (0 = all; free version caps at 5). |
No output schema declared.
No examples provided.
start_highlight_reel Render a labeled tennis highlight reel ~298
Start the full pipeline in the background: lossless keyframe-aligned clips, a plain reel, a labeled reel (hit count / venue / wall clock / source timestamp) and manifest.json with self-check results. Returns a job_id; poll get_job. A 47-minute iPhone HDR recording with 5 rallies takes 3-5 minutes on an M-series Mac.
| Name | Type | Req | Description |
|---|---|---|---|
| codec | string | – | – |
| highlights_path | string | – | Path to a rally list (.txt from sliceapp or .json). |
| highlights_text | string | – | Rally list pasted inline, one rally per line, e.g. '27:14 - 28:08 40 hits'. Use either this or highlights_path. |
| labels | boolean | – | – |
| outdir | string | yes | Output directory (created). |
| place | string | – | Venue text for the label. |
| sort | string | – | Ranking: longest rally first (hits), longest clip, or chronological. |
| source_label | string | – | Prefix for the source timestamp (default 片源; 'Source'). |
| timezone | string | – | IANA timezone for the wall clock, e.g. Asia/Shanghai. |
| top | integer | – | Keep the N best rallies (0 = all; free version caps at 5). |
| unit | string | – | Hit counter unit (default 拍; 'hits'). |
| video | string | yes | Local source recording. |
No output schema declared.
No examples provided.
verify_video Self-check a finished video ~46
Clean decode, zero start offset, A/V duration match, non-black first/last frame, non-silent audio.
| Name | Type | Req | Description |
|---|---|---|---|
| fast | boolean | – | – |
| path | string | yes | – |
No output schema declared.
No examples provided.
How do I install the Tennis Evolution MCP server?
Tennis Evolution runs locally as a PyPI package, launched with uvx tennis-evolution. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · tennis-evolution
claude mcp add bobobo2026-tennis-evolution -- uvx tennis-evolution
What is the Tennis Evolution MCP server?
Tennis Evolution is an MCP server listed in the public MCP registry as io.github.bobobo2026/tennis-evolution. Turn a long tennis recording into a labeled highlight reel: lossless rally clips, hit-count labels. This page covers its PyPI package (tennis-evolution).
Is the Tennis Evolution MCP server safe to use?
Tennis Evolution scores 80 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 Tennis Evolution MCP server expose?
Tennis Evolution exposes 7 tools: probe_video, rank_highlights, start_highlight_reel, get_job, verify_video, and 2 more. Their descriptions and schemas cost roughly 628 tokens of context every time the server is loaded.
Is the Tennis Evolution MCP server still maintained?
Tennis Evolution 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 Tennis Evolution MCP server under?
Tennis Evolution declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.