# Synapse — GEO Growth Layer (npm · @calvin8miles/mcp-server)

Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 tools, score 0-100.

- Trust score: 68/100 (medium)
- Change this week: +44
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `runsynapse.dev`: 25/100, [markdown](https://verifymcp.io/servers/calvinling2021-star-synapse-geo/api-mcp.md), [page](https://verifymcp.io/servers/calvinling2021-star-synapse-geo/api-mcp)
- npm · `@calvin8miles/mcp-server`: 68/100 (this document), [markdown](https://verifymcp.io/servers/calvinling2021-star-synapse-geo/calvin8miles-mcp-server.md), [page](https://verifymcp.io/servers/calvinling2021-star-synapse-geo/calvin8miles-mcp-server)

## Channel facts

- Registry: `npm`
- Package: `@calvin8miles/mcp-server`
- Version: `0.1.2`
- 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**: 87/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (118 of 123), 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 (118 of 123), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 80 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 73/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 521 tokens (~57/item across 9 items; 6 tools + 3 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 94/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 82% 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 calvinling2021-star-synapse-geo -- npx -y @calvin8miles/mcp-server
```

### Codex

```bash
codex mcp add calvinling2021-star-synapse-geo -- npx -y @calvin8miles/mcp-server
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "calvinling2021-star-synapse-geo": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@calvin8miles/mcp-server"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add calvinling2021-star-synapse-geo --command npx --arg -y --arg @calvin8miles/mcp-server
```

### Hermes

```yaml
mcp_servers:
  calvinling2021-star-synapse-geo:
    command: "npx"
    args: ["-y", "@calvin8miles/mcp-server"]
```

### Other

```json
{
  "mcpServers": {
    "calvinling2021-star-synapse-geo": {
      "command": "npx",
      "args": [
        "-y",
        "@calvin8miles/mcp-server"
      ]
    }
  }
}
```

## 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 68, +48)

- [security regression] Provenance: unverified → fail
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Install scripts: unverified → pass
- [functional regression] Security disclosure: unverified → fail
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Stability: unverified → 0.27
- [functional improvement] Tool coverage: unverified → 100
- [functional improvement] License: unverified → pass
- [functional improvement] Schema quality: unverified → fair
- [functional improvement] Schema quality: unverified → 100
- [functional improvement] Dependency health: unverified → partial
- [functional] Licence: MIT

### 2026-08-02 (score 20, 0)

- [functional regression] Security disclosure: fail → unverified

### 2026-08-01 (score 20, −6)

- [security improvement] Malware scan: unverified → pass
- [functional regression] Tool coverage: 100 → unverified
- [functional regression] Schema quality: 100 → unverified

### 2026-07-31 (score 26, +20)

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

### 2026-07-30 (score 6, −46)

- [security regression] Malware scan: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional regression] Schema quality: 100 → unverified

### 2026-07-28 (score 52, +28)

- [functional improvement] Schema quality: unverified → 100
- [functional improvement] Tool coverage: unverified → 100
- [functional] First check of Tool coverage: 82
- [functional] First check of Schema quality: fail
- [functional] First check of Schema quality: pass
- [functional] First check of Schema quality: unverified

### 2026-07-27 (score 24)

First indexed and scored.

## MCP tools (6)

### `geo_check` (~71 tokens)

Run the 24-rule Synapse GEO linter against a URL or a local project path and return a scored report. Use this BEFORE shipping a new product.

Input parameters:

- `fail_on` (string): Severity threshold that should be treated as a failure.
- `target` (string, required): URL or local project path to lint.

### `geo_fix` (~62 tokens)

Apply Synapse's auto-fixers to a local project — writes static files (llms.txt, robots.txt, agent-answer.json, etc.). Requires write access to the path.

Input parameters:

- `project_path` (string, required): Local project root to apply auto-fixes to.

### `geo_track_init` (~68 tokens)

Register the project with the Synapse dashboard to begin tracking AI-agent referrals. Returns a slug and tracking ID.

Input parameters:

- `name` (string): Site name (defaults to directory name).
- `project_path` (string)
- `url` (string): Public URL of the site, if known.

### `geo_prompts` (~62 tokens)

Generate the prompt pack used to test whether AI engines surface this product. Returns N prompts per intent.

Input parameters:

- `audience` (string): Who is searching for this product (e.g. 'frontend developers shipping a SaaS').
- `category` (string): Product category.

### `geo_status` (~48 tokens)

Fetch the live Growth Score and agent-mention stats for an installed Synapse site. Public sites do not require auth.

Input parameters:

- `slug` (string, required): Site slug returned by geo_track_init / deploy.

### `geo_corpus_query` (~53 tokens)

Query the public Synapse corpus for products matching a given intent. Used by agents to find recommendations.

Input parameters:

- `intent` (string, required): User intent or capability the agent is looking up.
- `limit` (number)

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/calvinling2021-star-synapse-geo/calvin8miles-mcp-server#diagnostics

## Score history

- 2026-08-03: 68
- 2026-08-02: 20
- 2026-08-01: 20
- 2026-07-31: 26
- 2026-07-30: 6
- 2026-07-28: 52
- 2026-07-27: 24

## Links

- npm package: https://www.npmjs.com/package/@calvin8miles/mcp-server
- Socket report: https://socket.dev/npm/package/@calvin8miles/mcp-server
- Repository: https://github.com/calvinling2021-star/synapse
- Website: https://runsynapse.dev/
- Changelog RSS feed: https://verifymcp.io/servers/calvinling2021-star-synapse-geo/calvin8miles-mcp-server/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/calvinling2021-star-synapse-geo/calvin8miles-mcp-server/changelog.json
- HTML version of this page: https://verifymcp.io/servers/calvinling2021-star-synapse-geo/calvin8miles-mcp-server