ops-brain

io.github.TheK3nsai/ops-brainv6.3.1Other

Self-hosted team bus for AI agents: cross-machine handoffs, check-in, and shared gotchas.

The current version, v6.3.1, was published to the official MCP registry on 2026-10-19. It is distributed as the Docker image ghcr.io/thek3nsai/ops-brain:v6.3.1, filed under Other by this index, and declares 6 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 put this record in context.

In-path gate · all MCP tools

Using ops-brain 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).

Install the mcpindex gate (one command)

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

Auditable install path →Watch it hold a drift →

Trust verdict · v1 advisory · method

REVIEWstatus: PARTIALfresh until 2026-11-17 04:02 UTC

screened 2026-10-18tier: scannedgranularity: description-levelsource: registry

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

mcpindex.integrity.descriptionpassINFO

evidence“Tool facilitates cross-machine AI agent communication.”via static_description

Limits of this verdict

- 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
- 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? Test a description on the public screen → It is a separate check from the verdict above, so the two can differ.

That verdict was true at screening time (snapshot 2026-10-20).

Contracts can change after screening, with no version bump. The gate pins ops-brain’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 →

Cite this record

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.

Markdown

[Independent trust record for ops-brain](https://mcpindex.ai/server/io-github-thek3nsai-ops-brain) - screening verdict, registry provenance, and contract drift monitoring.

HTML

<a href="https://mcpindex.ai/server/io-github-thek3nsai-ops-brain">Independent trust record for ops-brain</a> - screening verdict, registry provenance, and contract drift monitoring.

Embed this badge

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

Markdown

[![mcpindex](https://mcpindex.ai/api/v1/badge/io-github-thek3nsai-ops-brain)](https://mcpindex.ai/server/io-github-thek3nsai-ops-brain)

HTML

<a href="https://mcpindex.ai/server/io-github-thek3nsai-ops-brain"><img src="https://mcpindex.ai/api/v1/badge/io-github-thek3nsai-ops-brain" alt="mcpindex verdict" height="20" /></a>

Environment variables

DATABASE_URL

requiredsecret

PostgreSQL connection string. The database needs the pgvector extension installed.

OPS_BRAIN_TRANSPORT

required

Serve MCP over streamable HTTP at /mcp.

OPS_BRAIN_AUTH_TOKEN

requiredsecret

Main bearer (operator break-glass, 32+ chars). Required for HTTP; keep it on the server.

OPS_BRAIN_AGENT_TOKENS

secret

JSON array of identity-bound agent tokens, e.g. [{"token":"...","from_agent":"Claude-Laptop"}]. See docs/agent-tokens.md.

OPS_BRAIN_ALLOWED_HOSTS

Comma-separated allowed Host headers. Set your public hostname when behind a reverse proxy; defaults to loopback.

OPS_BRAIN_EMBEDDINGS_ENABLED

Semantic search via an OpenAI-compatible embedding endpoint (OPS_BRAIN_EMBEDDING_URL). Full-text search works without it.

MCP quality score · maturity, not trust · methodology

freshness

completeness

installability

documentation

stability

Alternatives in Other

Ask Your Audience

ai.askyouraudience/ask-your-audience

Test ideas, messages and ads with Human Digital Twins built from real people, in your AI assistant.

BetSlip Doctor

ai.betslipdoctor/mcp

Bet slip grader: grade a parlay A+ to F- before you bet, track slips, history and Tail. 21+, US.

io.github.TheNextGenNexus/news-mcp-server

Get latest news from AP, BBC, NPR, Hacker News, and Google News

Install this server

Claude Desktop (Docker)

{
  "mcpServers": {
    "ops-brain": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "--",
        "ghcr.io/thek3nsai/ops-brain:v6.3.1"
      ],
      "env": {
        "DATABASE_URL": "<your-database_url>",
        "OPS_BRAIN_TRANSPORT": "http",
        "OPS_BRAIN_AUTH_TOKEN": "<your-ops_brain_auth_token>",
        "OPS_BRAIN_AGENT_TOKENS": "<your-ops_brain_agent_tokens>",
        "OPS_BRAIN_ALLOWED_HOSTS": "<ops_brain_allowed_hosts>",
        "OPS_BRAIN_EMBEDDINGS_ENABLED": "false"
      }
    }
  }
}

Verdict API

curl -s mcpindex.ai/api/v1/trust/server/io-github-thek3nsai-ops-brain

Free-tier verdict as JSON: decision + dimensions + severity. Call it from your agent before it invokes a tool it just discovered.

Details

version: v6.3.1
category: Other
verdict expires: 2026-11-17
quality: 95 / 100
operator: TheK3nsai

Listing

Listed from the official MCP registry. Unclaimed by its maintainer. Maintainer? Email us →

Provenance

Each verdict is bound to a hash of the exact description it judged, so a re-crawl that changes the text produces a new record rather than silently inheriting this one. Verdict history is hash-chained and anchored to Bitcoin via OpenTimestamps (latest confirmed at block 972,264). Verify it yourself.

Links

Repository →Website →