io.github.patwalls/slope-mcp
NPM · SLOPE-MCP · SCANNED AUG 3
Proprietary B2B creator-velocity data: ranked board, live breakouts, and audience-growth curves.
Available components
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 →
Supply Chain Security86
- No malware found by supply-chain analysis.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.Partial
- No install/post-install scripts declared.Pass
- Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency19
- Repository check failed: the declared repository URL returned HTTP 404. See how to fix → View diagnostics → Fail
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 25 days ago).Pass
- Security-disclosure policy not yet verified: we couldn't inspect the source repository.Unverified
Schema Quality & AI Usability73
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 1304 tokens (~144/item across 9 items; 9 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- 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 Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
npm · slope-mcp
claude mcp add patwalls-slope-mcp -- npx -y slope-mcp
codex mcp add patwalls-slope-mcp -- npx -y slope-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"patwalls-slope-mcp": {
"type": "local",
"command": [
"npx",
"-y",
"slope-mcp"
],
"enabled": true
}
}
} openclaw mcp add patwalls-slope-mcp --command npx --arg -y --arg slope-mcp
mcp_servers:
patwalls-slope-mcp:
command: "npx"
args: ["-y", "slope-mcp"] {
"mcpServers": {
"patwalls-slope-mcp": {
"command": "npx",
"args": [
"-y",
"slope-mcp"
]
}
}
} 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.
- 3 Aug 26 +4
- Stability: unverified → 0.23 ▲ functional
- 2 Aug 26 +45
- Provenance: unverified → fail ▼ security
- Known CVEs: unverified → partial ▲ security
- Install scripts: unverified → pass ▲ security
- Malware scan: unverified → pass ▲ security
- Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
- Tool coverage: 100 → unverified ▼ functional
- Schema quality: unverified → excellent ▲ functional
- License: unverified → pass ▲ functional
- Dependency health: unverified → partial ▲ functional
- Maintenance: unverified → pass ▲ functional
- MCP protocol: unverified → pass ▲ functional
- First check of Schema quality: unverified functional
- Licence: MIT functional
- 31 Jul 26 −7
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 −18
- Malware scan: pass → unverified ▼ security
- 27 Jul 26 39
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 3 Aug 2026 · Analysed npm/[email protected]
Provenance none
Ecosystem: npm · Outcome: none
Dependencies 94 packages
94 packages in the resolved dependency tree · 94 deprecated · 29 stale.
The dependency tree was only partially resolved, so these counts may be incomplete.
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.
breakouts ~160
Get content breaking out right now — individual videos whose velocity (views/hour) far exceeds the creator's OWN typical velocity (relativeScore = current velocity ÷ baseline velocity). Each returns { rank, creator (name, slug, handle, subscribers), relativeScore, viewsPerHour, baselineVph, engagementRate, breakoutCount, confidence ("solid" once enough snapshots are banked), videoId }. This is Slope's core early-warning signal — a breakout is caught a median of ~2 hours after publish. Supports `limit` and `confidence=solid`.
| Name | Type | Req | Description |
|---|---|---|---|
| confidence | string | — | Optional — set to "solid" for only high-confidence breakouts (enough banked snapshots). |
| limit | integer | — | How many breakouts to return. |
No output schema declared.
No examples provided.
content ~157
Get one piece of content by `videoId` (get videoIds from `breakouts`, `creator`, or `cross_platform_rising`) plus its full first-party velocity curve. Returns { content (videoId, title, platform, url, channelHandle, publishedAt, latestViews, latestLikes), viewsPerHour (current velocity), velocityTrend ("climbing"/"cooling"), peakViewsPerHour, breakout (relativeScore, baselineVph, isBreakingOut, confidence), and the banked snapshot series }. This velocity curve is Slope-proprietary — it cannot be backfilled from any public source.
| Name | Type | Req | Description |
|---|---|---|---|
| videoId | string | yes | The content's videoId, e.g. "b-RRbBdMxIg". |
No output schema declared.
No examples provided.
creator ~147
Get one creator's full profile by `slug` (get slugs from `creator_board`, `search_creators`, or `breakouts`). Returns { person (name, niche, bio, photo), rank, accounts (per-platform handles + follower counts), crossPlatform, crossPlatformReach, audienceVelocity (followers/hour), velocity (current content velocity, views/hour), breakoutHistory, videos (recent content, each with videoId, viewsPerHour, relativeScore, and a banked view `curve`) }. This is the deepest single-creator view: the audience growth curve plus per-content velocity.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | The creator's slug, e.g. "holy-schmidt". |
No output schema declared.
No examples provided.
creator_board ~202
Get Slope's ranked board of tracked B2B creators — the leaderboard. Each creator returns { rank, slug, name, handle, niche, subscribers (exact YouTube subscriber count), crossPlatformReach (followers summed across captured platforms), velocityViewsPerHour (the creator's current content velocity in views/hour), topRelativeScore (peak breakout intensity vs their own baseline), velocityRankInNiche, engagementRate, audienceRatePerHour (followers gained/hour) }. Use `slug` with the `creator` tool for the full profile. Sorted by subscribers; supports `limit`, `niche`, and `sort`.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | — | How many creators to return (default is the API default; the board holds ~3400). |
| niche | string | — | Optional — filter to one niche (e.g. "Entrepreneurship", "Finance"). |
| sort | string | — | Optional sort key (e.g. "subscribers", "velocity"). |
No output schema declared.
No examples provided.
cross_platform_rising ~193
Get creators whose rolled-up cross-platform audience is rising fastest — primary YouTube subscribers/hour plus captured followers/hour across other platforms (X, TikTok, Instagram, Facebook, LinkedIn). Each returns { rank, name, slug, avatar, niche, followers (total across platforms), subscribers (YouTube), ratePerHour (audience gained/hour), ratePercentPerDay, byPlatform (per-platform breakdown) }. The "who is growing their whole audience fastest" view. Supports `limit`, `niche`, `minSubs`, `maxSubs`, `sort`.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | — | How many creators to return. |
| maxSubs | integer | — | Optional maximum subscriber count. |
| minSubs | integer | — | Optional minimum subscriber count. |
| niche | string | — | Optional niche filter. |
| sort | string | — | Optional — "absolute" (rate/hour) or "relative" (%/day). |
No output schema declared.
No examples provided.
dataset_summary ~100
Get the whole dataset at a glance in one call — { breakingNow (content breaking out right now), topBreakout, hottestNiche, biggestAudienceMover, creatorsTrackedComplete, creatorsDiscovered, newCreatorsLast24h, velocityPointsBanked (total banked velocity snapshots), liveVelocityCurves, earlyCatch (median hours after publish a breakout is caught) }. The fastest way to orient before drilling in with the other tools. No inputs.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
rising_creators ~159
Get creators with rising momentum — those with consistent breakout frequency + intensity over the window (steady surgers, not one-offs), ranked. Each returns { rank, name, slug, handle, niche, vertical, subscribers, crossPlatformReach, audienceRatePerHour (followers/hour), breakoutEpisodes (count of breakout content in window), peakRelativeScore }. The "who is heating up" list. Supports `limit`, `niche`, `minSubs`, `maxSubs`.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | — | How many creators to return. |
| maxSubs | integer | — | Optional — maximum subscriber count (find smaller creators about to pop). |
| minSubs | integer | — | Optional — minimum subscriber count. |
| niche | string | — | Optional niche filter. |
No output schema declared.
No examples provided.
search_creators ~92
Search tracked creators by name or handle — exact → prefix → substring → typo-tolerant fuzzy. Returns { query, count, results } where each result includes the creator's name, slug, handle, niche, and whether they are breaking out right now. Use the returned `slug` with the `creator` tool for the full profile.
| Name | Type | Req | Description |
|---|---|---|---|
| q | string | yes | The name or handle to search for. |
No output schema declared.
No examples provided.
trending_niches ~94
Get trending niches ranked by BREADTH — how many DISTINCT creators are surging in each niche (not raw episode count), over a 7-day window. Each returns { rank, niche, creators (distinct creators breaking out), breakouts (total breakout episodes), topRelativeScore, momentum (rank change vs the prior window) }. Answers "which corner of the B2B creator market is heating up?". No inputs.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.