# io.github.GCTRL-TECH/gctrl (io.github.GCTRL-TECH/gctrl@1.1.0)

> Source: <https://mcpindex.ai/server/io-github-gctrl-tech-gctrl>
> Published: 2026-08-23 22:09:24+00:00

[← Index](/leaderboard)

# io.github.GCTRL-TECH/gctrl

Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.

The current version, v1.1.0, was published to the official MCP registry on 2026-08-23. It is distributed as gctrl-mcp on npm, filed under Memory & RAG by this index, and declares 3 environment variables. Removals and unreachable sources are measured across every server this index tracks, contract drift across the servers that answer in consecutive snapshots; [the index's current counts](/stats) put this record in context.

## Using io.github.GCTRL-TECH/gctrl in Claude, Cursor, Gemini CLI, Cline, or Zed?

MCP tool contracts can change remotely with no version bump. The mcpindex gate pins each contract and **HOLDs the call** when it drifts-before your agent acts. Zero credentials. This is not the package install for this server itself (use **Install this server** for that).

Rewrites your MCP host config so each server launches behind the gate. Inspect first: curl -fsSL https://mcpindex.ai/install.sh | less

```
uv tool install mcpindex-gate && mcpindex-config-wire
```

[method](/methodology)

Semantic screen found no manipulation pattern in the description. Conformance probe not yet run.

`mcpindex.integrity.description`

passINFOevidence“No malicious instructions found”via static_description

- - Semantic screen only - the deterministic conformance probe has not run on this server
- - Confidence is reported but not yet calibrated (v1)
- - Screen reads the tool description, not the live behavior
- - advisory
- - registry description only no input schema
- - screen model 8b
- - Still current: the description we screened is unchanged, re-checked against the registry
- - The registry listing (version, packages, links) changed after this screen ran - the description we assessed did not

Semantic screen: an LLM judge reads the tool description for hidden instructions (status PARTIAL). A pass means the description is not lying, not that the tool is safe: a high-capability tool with an honest description still warrants caution. The deterministic conformance probe has not been run on this server yet, so the screen here is semantic-only. Posture: advisory. Confidences are reported but not yet calibrated (calibrated=false at v1). Full verdict history is not shown on this page.

Own this server? [Screen its description →](/screen)

## That verdict was true at screening time (snapshot 2026-08-23).

Contracts can change after screening, with no version bump. The gate pins io.github.GCTRL-TECH/gctrl’s tool contracts on first sight and holds any silent change before your agent acts - the check that keeps being true on Tuesday.

[See your first HOLD in 2 minutes →](/guides/install-the-gate-first-hold)

Related: [how to trust an MCP server](/guides/how-to-trust-an-mcp-server) · [screen before install](/guides/screen-mcp-server-before-install) · [silent contract drift](/guides/mcp-silent-contract-drift)

People vet a server before wiring it in. One line on your project site or docs answers that with an independent record: screening verdict, registry provenance, contract drift history. It stays current as new screens and drift events land.

```
[Independent trust record for io.github.GCTRL-TECH/gctrl](https://mcpindex.ai/server/io-github-gctrl-tech-gctrl) - screening verdict, registry provenance, and contract drift monitoring.
<a href="https://mcpindex.ai/server/io-github-gctrl-tech-gctrl">Independent trust record for io.github.GCTRL-TECH/gctrl</a> - screening verdict, registry provenance, and contract drift monitoring.
```

A live verdict badge for your README or listing. It reflects the current screen, links back here, and updates when the verdict does.

```
[![mcpindex](https://mcpindex.ai/api/v1/badge/io-github-gctrl-tech-gctrl)](https://mcpindex.ai/server/io-github-gctrl-tech-gctrl)
<a href="https://mcpindex.ai/server/io-github-gctrl-tech-gctrl"><img src="https://mcpindex.ai/api/v1/badge/io-github-gctrl-tech-gctrl" alt="mcpindex verdict" height="20" /></a>
```

`GCTRL_GATEWAY_URL`

URL of your GCTRL harness MCP gateway, e.g. http://localhost:4000/api/agent/mcp (recommended mode)

`GCTRL_API_URL`

Direct GCTRL API base URL (alternative to gateway mode), e.g. http://localhost:4000/api

`GCTRL_API_TOKEN`

Scoped GCTRL Access Token (gctrl_â€¦) created in Settings â†’ Access Control

[methodology](/methodology)

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Expert-curated knowledge, brand, research & earnings intelligence — 47 tools, 220+ graphs.

[Achriomcom.achriom/achriom](/server/com-achriom-achriom)

Media memory for AI agents and their humans: books, movies, music, shows, anime, podcasts, games.

[io.github.GabrielaHdzMicrosoft/mcp-serverio.github.GabrielaHdzMicrosoft/mcp-server](/server/io-github-gabrielahdzmicrosoft-mcp-server)

An MCP server that provides visual memory and context storage with knowledge graph capabilities
