# io.github.Ankit512/grounded-support-agent (pypi · grounded-support-agent)

Governed support MCP: answers only KB-grounded questions with citations, escalates the rest.

- Trust score: 48/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-22

## Components

- pypi · `grounded-support-agent`: 48/100 (this document), [markdown](https://verifymcp.io/servers/ankit512-grounded-support-agent/grounded-support-agent.md), [page](https://verifymcp.io/servers/ankit512-grounded-support-agent/grounded-support-agent)

## Channel facts

- Registry: `pypi`
- Package: `grounded-support-agent`
- 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 2026-08-22.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs setuptools.build_meta at install time, a recognised native-build step with no shell scripting around it.
  - 1 of 30 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 32/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: no license is declared.
  - Actively maintained (last published 1 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 34/100
  - AI-judged instruction clarity (poor).
  - Tool/resource definitions use about 44 tokens (~22/item across 2 items; 2 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 0/100
  - 0% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

**Unverified: 2 categories.** Categories scored 0 because we could not verify them: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### Claude

```bash
claude mcp add ankit512-grounded-support-agent -- uvx grounded-support-agent
```

### Codex

```bash
codex mcp add ankit512-grounded-support-agent -- uvx grounded-support-agent
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ankit512-grounded-support-agent": {
      "type": "local",
      "command": [
        "uvx",
        "grounded-support-agent"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ankit512-grounded-support-agent --command uvx --arg grounded-support-agent
```

### Hermes

```yaml
mcp_servers:
  ankit512-grounded-support-agent:
    command: "uvx"
    args: ["grounded-support-agent"]
```

### Other

```json
{
  "mcpServers": {
    "ankit512-grounded-support-agent": {
      "command": "uvx",
      "args": [
        "grounded-support-agent"
      ]
    }
  }
}
```

## 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.

### 2026-08-22 (score 48, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-08-21 (score 33)

First indexed and scored.

## MCP tools (2)

### `resolve_or_escalate` (~23 tokens)

Input parameters:

- `question` (string, required)
- `top_k` (integer)

### `get_evidence` (~21 tokens)

Input parameters:

- `question` (string, required)
- `top_k` (integer)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/ankit512-grounded-support-agent/grounded-support-agent#diagnostics

## Score history

- 2026-08-22: 48
- 2026-08-21: 33

## Links

- PyPI project: https://pypi.org/project/grounded-support-agent/
- Socket report: https://socket.dev/pypi/package/grounded-support-agent
- Repository: https://github.com/Ankit512/grounded-support-agent
- Changelog RSS feed: https://verifymcp.io/servers/ankit512-grounded-support-agent/grounded-support-agent.xml
- Changelog JSON feed: https://verifymcp.io/servers/ankit512-grounded-support-agent/grounded-support-agent.json
- HTML version of this page: https://verifymcp.io/servers/ankit512-grounded-support-agent/grounded-support-agent