# ResultGate (pypi · resultgate-pilot)

Local service recommendations for six providers, disclosed referrals and evidence checks.

- Trust score: 60/100 (medium)
- Change this week: −15
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-04

## Components

- pypi · `resultgate-pilot`: 60/100 (this document), [markdown](https://verifymcp.io/servers/ahedmuni-resultgate/resultgate-pilot.md), [page](https://verifymcp.io/servers/ahedmuni-resultgate/resultgate-pilot)

## Channel facts

- Registry: `pypi`
- Package: `resultgate-pilot`
- Version: `0.3.1`
- 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 2026-11-04.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs setuptools.build_meta at install time, a recognised build step with no custom scripting around it.
  - 1 of 33 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 100/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to AHEDMUNI/resultgate).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 9 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 56/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 278 tokens (~46/item across 6 items; 6 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability check failed: the tool surface changed between 0.2.0 and 0.3.1: 12 tool removals, 0 breaking changes, 6 additions.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 6 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 7 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the ResultGate MCP server?

ResultGate runs locally as a PyPI package, launched with uvx resultgate-pilot. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add ahedmuni-resultgate -- uvx resultgate-pilot
```

### Cursor

```json
{
  "mcpServers": {
    "ahedmuni-resultgate": {
      "command": "uvx",
      "args": [
        "resultgate-pilot"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "ahedmuni-resultgate": {
      "command": "uvx",
      "args": [
        "resultgate-pilot"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add ahedmuni-resultgate -- uvx resultgate-pilot
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ahedmuni-resultgate": {
      "type": "local",
      "command": [
        "uvx",
        "resultgate-pilot"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ahedmuni-resultgate --command uvx --arg resultgate-pilot
```

### Hermes

```yaml
mcp_servers:
  ahedmuni-resultgate:
    command: "uvx"
    args: ["resultgate-pilot"]
```

### Netclaw

```json
{
  "McpServers": {
    "ahedmuni-resultgate": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "resultgate-pilot"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add ahedmuni-resultgate -t stdio -c uvx -a resultgate-pilot
```

### Other

```json
{
  "mcpServers": {
    "ahedmuni-resultgate": {
      "command": "uvx",
      "args": [
        "resultgate-pilot"
      ]
    }
  }
}
```

## 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.

### 2026-11-04 (score 60, −15)

- [security regression] Malware scan: pass → unverified

### 2026-11-03 (score 75, +15)

- [security improvement] Malware scan: unverified → pass
- [functional] Package version: 0.2.0 → 0.3.1

### 2026-10-30 (score 60, −15)

- [security regression] Malware scan: pass → unverified

### 2026-10-27 (score 75, +25)

- [security regression] Stability: unverified → fail
- [security improvement] Injection markers: unverified → pass
- [functional improvement] Schema quality: 58 → 46
- [functional improvement] Tool coverage: unverified → 100
- [functional improvement] MCP protocol: unverified → pass
- [functional] Destructive annotations: 0 → pass

### 2026-10-26 (score 50, −25)

- [security regression] Stability: unverified → fail
- [security regression] Tool safety: pass → unverified
- [security] Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional regression] Capabilities: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Schema quality: 58 → 46
- [functional] First check of Schema quality: unverified
- [functional] Destructive annotations: 0 → pass
- [functional] Package version: 0.2.0 → 0.3.1
- [functional] Package version: 0.2.0 → 0.3.0

### 2026-10-22 (score 75, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-21 (score 60)

First indexed and scored.

## MCP tools (6)

### `assess_browseract_fit` (~45 tokens)

Choose free/existing API/reject/consider Basic based on need, never commission; prepare bounded task and official handoff. No authorization to spend.

Input parameters:

- `request` (required)

### `validate_browseract_report` (~38 tokens)

Check completeness of up to 20 product results and supplied samples. No fetching or truth certification; errors stay explicit.

Input parameters:

- `report` (required)

### `validate_browseract_csv` (~43 tokens)

Validate a max-20-row BrowserAct CSV against expected URLs. Preserve original strings; no currency inference, provider calls, payment or telemetry.

Input parameters:

- `payload` (required)

### `list_referral_providers` (~39 tokens)

List six researched provider cards and unresolved eligibility, prices and payout terms. Not contracted sellers; no execution. Affiliate status and disclosure are explicit.

### `recommend_referral_service` (~41 tokens)

Match an explicit need to capability; reject unsafe scope, prefer existing/local/free. Budget is not authorization. No commission-based ranking.

Input parameters:

- `request` (required)

### `prepare_referral_task` (~41 tokens)

Return provider-specific task, example, output fields and official connection steps. No execution, account creation, secrets, purchase or attribution.

Input parameters:

- `request` (required)

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/ahedmuni-resultgate/resultgate-pilot#diagnostics

## Score history

- 2026-11-04: 60
- 2026-11-03: 75
- 2026-11-02: 60
- 2026-11-01: 60
- 2026-10-31: 60
- 2026-10-30: 60
- 2026-10-29: 75
- 2026-10-28: 75
- 2026-10-27: 75
- 2026-10-26: 50
- 2026-10-25: 75
- 2026-10-24: 75
- 2026-10-23: 75
- 2026-10-22: 75
- 2026-10-21: 60

## Common questions

### What is the ResultGate MCP server?

ResultGate is an MCP server listed in the public MCP registry as io.github.AHEDMUNI/resultgate. Local service recommendations for six providers, disclosed referrals and evidence checks. This page covers its PyPI package (resultgate-pilot).

### Is the ResultGate MCP server safe to use?

ResultGate scores 60 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 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 ResultGate MCP server expose?

ResultGate exposes 6 tools: assess_browseract_fit, validate_browseract_report, validate_browseract_csv, list_referral_providers, recommend_referral_service, prepare_referral_task. Their descriptions and schemas cost roughly 247 tokens of context every time the server is loaded.

### Is the ResultGate MCP server still maintained?

ResultGate is still listed as active in the MCP registry. We last reached this channel on 4 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 ResultGate MCP server under?

ResultGate declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/resultgate-pilot/
- Socket report: https://socket.dev/pypi/package/resultgate-pilot
- Repository: https://github.com/AHEDMUNI/resultgate
- Changelog RSS feed: https://verifymcp.io/servers/ahedmuni-resultgate/resultgate-pilot.xml
- Changelog JSON feed: https://verifymcp.io/servers/ahedmuni-resultgate/resultgate-pilot.json
- HTML version of this page: https://verifymcp.io/servers/ahedmuni-resultgate/resultgate-pilot