# gknowledge (pypi · gknowledge-mcp)

Search, read and grow a Karpathy-style LLM wiki of linked Markdown pages, with cited answers.

- Trust score: 49/100 (low)
- Change this week: +15
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- pypi · `gknowledge-mcp`: 49/100 (this document), [markdown](https://verifymcp.io/servers/openapi-gknowledge/gknowledge-mcp.md), [page](https://verifymcp.io/servers/openapi-gknowledge/gknowledge-mcp)

## Channel facts

- Registry: `pypi`
- Package: `gknowledge-mcp`
- Version: `0.3.0`
- 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 2026-11-05.

- **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 build step with no custom scripting around it.
  - No production dependencies, so there is no dependency health to assess.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to openapi/gknowledge).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 16 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 0/100
  - Schema quality not yet verified: our sandbox could not run this package, so we have no schema to assess.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: our sandbox could not run this package, so we have no schema to compare.
- **Tool Coverage**: 0/100
  - Tool coverage not yet verified: our sandbox could not run this package, so we have no tool definitions to assess.
- **Tool Safety**: 0/100
  - Tool safety not yet verified: our sandbox could not run this package, so we have no tool text to scan.
- **Capabilities**: 0/100
  - Protocol version not yet verified: our sandbox could not run this package, so we never saw its MCP handshake.

**Unverified: 5 categories.** Categories scored 0 because our sandbox could not run this package, so we have no schema for these checks to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until we can run it.

## Install

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

gknowledge runs locally as a PyPI package, launched with uvx gknowledge-mcp. 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 openapi-gknowledge -- uvx gknowledge-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "openapi-gknowledge": {
      "command": "uvx",
      "args": [
        "gknowledge-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "openapi-gknowledge": {
      "command": "uvx",
      "args": [
        "gknowledge-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add openapi-gknowledge -- uvx gknowledge-mcp
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add openapi-gknowledge --command uvx --arg gknowledge-mcp
```

### Hermes

```yaml
mcp_servers:
  openapi-gknowledge:
    command: "uvx"
    args: ["gknowledge-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "openapi-gknowledge": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "gknowledge-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add openapi-gknowledge -t stdio -c uvx -a gknowledge-mcp
```

### Other

```json
{
  "mcpServers": {
    "openapi-gknowledge": {
      "command": "uvx",
      "args": [
        "gknowledge-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.

### 2026-10-30 (score 49, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-20 (score 34, −15)

- [security regression] Malware scan: pass → unverified

### 2026-10-19 (score 49, +15)

- [security improvement] Malware scan: unverified → pass
- [functional] Package version: 0.2.2 → 0.3.0

### 2026-10-18 (score 34, −15)

- [security regression] Malware scan: pass → unverified

### 2026-10-17 (score 49, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-10-16 (score 34)

First indexed and scored.

## MCP tools (0)

Tools for package channels are captured by running the package in an isolated sandbox. The most recent sandbox run could not capture a tool list from this package.

## Diagnostics

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

## Score history

- 2026-11-05: 49
- 2026-11-04: 49
- 2026-11-03: 49
- 2026-11-02: 49
- 2026-11-01: 49
- 2026-10-31: 49
- 2026-10-30: 49
- 2026-10-29: 34
- 2026-10-28: 34
- 2026-10-27: 34
- 2026-10-26: 34
- 2026-10-25: 34
- 2026-10-24: 34
- 2026-10-23: 34
- 2026-10-22: 34
- 2026-10-21: 34
- 2026-10-20: 34
- 2026-10-19: 49
- 2026-10-18: 34
- 2026-10-17: 49
- 2026-10-16: 34

## Common questions

### What is the gknowledge MCP server?

gknowledge is an MCP server listed in the public MCP registry as io.github.openapi/gknowledge. Search, read and grow a Karpathy-style LLM wiki of linked Markdown pages, with cited answers. This page covers its PyPI package (gknowledge-mcp).

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

gknowledge scores 49 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 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.

### Is the gknowledge MCP server still maintained?

gknowledge is still listed as active in the MCP registry. We last reached this channel on 5 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 gknowledge MCP server under?

gknowledge 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/gknowledge-mcp/
- Socket report: https://socket.dev/pypi/package/gknowledge-mcp
- Repository: https://github.com/openapi/gknowledge
- Website: https://openapi.github.io/gknowledge
- Changelog RSS feed: https://verifymcp.io/servers/openapi-gknowledge/gknowledge-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/openapi-gknowledge/gknowledge-mcp.json
- HTML version of this page: https://verifymcp.io/servers/openapi-gknowledge/gknowledge-mcp