# io.github.patwalls/slope-mcp (npm · slope-mcp)

Proprietary B2B creator-velocity data: ranked board, live breakouts, and audience-growth curves.

- Trust score: 63/100 (medium)
- Change this week: +24
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `slope-mcp`: 63/100 (this document), [markdown](https://verifymcp.io/servers/patwalls-slope-mcp/slope-mcp.md), [page](https://verifymcp.io/servers/patwalls-slope-mcp/slope-mcp)

## Channel facts

- Registry: `npm`
- Package: `slope-mcp`
- Version: `0.1.0`
- Transport: `stdio`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 86/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (94 of 98), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 19/100
  - Repository check failed: the declared repository URL returned HTTP 404.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 25 days ago).
  - Security-disclosure policy not yet verified: we couldn't inspect the source repository.
- **Schema Quality & AI Usability**: 73/100
  - AI-judged instruction clarity (excellent).
  - 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.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add patwalls-slope-mcp -- npx -y slope-mcp
```

### Codex

```bash
codex mcp add patwalls-slope-mcp -- npx -y slope-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "patwalls-slope-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "slope-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add patwalls-slope-mcp --command npx --arg -y --arg slope-mcp
```

### Hermes

```yaml
mcp_servers:
  patwalls-slope-mcp:
    command: "npx"
    args: ["-y", "slope-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "patwalls-slope-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "slope-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 63, +4)

- [functional improvement] Stability: unverified → 0.23

### 2026-08-02 (score 59, +45)

- [security regression] Provenance: unverified → fail
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Install scripts: unverified → pass
- [security improvement] Malware scan: unverified → pass
- [security] Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window).
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Schema quality: unverified → excellent
- [functional improvement] License: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional] First check of Schema quality: unverified
- [functional] Licence: MIT

### 2026-07-31 (score 14, −7)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 21, −18)

- [security regression] Malware scan: pass → unverified

### 2026-07-27 (score 39)

First indexed and scored.

## MCP tools (9)

### `creator_board` (~202 tokens)

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`.

Input parameters:

- `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").

### `creator` (~147 tokens)

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.

Input parameters:

- `slug` (string, required): The creator's slug, e.g. "holy-schmidt".

### `rising_creators` (~159 tokens)

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`.

Input parameters:

- `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.

### `breakouts` (~160 tokens)

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`.

Input parameters:

- `confidence` (string): Optional — set to "solid" for only high-confidence breakouts (enough banked snapshots).
- `limit` (integer): How many breakouts to return.

### `content` (~157 tokens)

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.

Input parameters:

- `videoId` (string, required): The content's videoId, e.g. "b-RRbBdMxIg".

### `trending_niches` (~94 tokens)

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.

### `cross_platform_rising` (~193 tokens)

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`.

Input parameters:

- `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).

### `search_creators` (~92 tokens)

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.

Input parameters:

- `q` (string, required): The name or handle to search for.

### `dataset_summary` (~100 tokens)

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.

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/patwalls-slope-mcp/slope-mcp#diagnostics

## Score history

- 2026-08-03: 63
- 2026-08-02: 59
- 2026-08-01: 14
- 2026-07-31: 14
- 2026-07-30: 21
- 2026-07-28: 39
- 2026-07-27: 39

## Links

- npm package: https://www.npmjs.com/package/slope-mcp
- Socket report: https://socket.dev/npm/package/slope-mcp
- Changelog RSS feed: https://verifymcp.io/servers/patwalls-slope-mcp/slope-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/patwalls-slope-mcp/slope-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/patwalls-slope-mcp/slope-mcp