ops-brain

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

What does this entry provide?

ops-brain is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 78/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding ops-brain to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 78/100
Install method: oci
Repo: TheK3nsai/ops-brain
Repo updated: Oct 22, 2026

Install command

docker run -i --rm ghcr.io/thek3nsai/ops-brain:v6.3.2

Install method: oci

Review the upstream source before running this command.

GitHub project

Quality

Repo stars

Repo updated

Oct 22, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.
Documentation (10) and description quality (10): parsed manifest or SKILL.md frontmatter, and a real description rather than a placeholder.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-10-22T19:10:50.394472Z",
      "publishedAt": "2026-10-22T19:10:50.394472Z",
      "statusChangedAt": "2026-10-22T19:10:50.394472Z"
    }
  },
  "server": {
    "name": "io.github.TheK3nsai/ops-brain",
    "title": "ops-brain",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "6.3.2",
    "packages": [
      {
        "transport": {
          "url": "http://localhost:3000/mcp",
          "type": "streamable-http",
          "headers": [
            {
              "name": "Authorization",
              "isSecret": true,
              "isRequired": true,
              "description": "Bearer <per-agent token from OPS_BRAIN_AGENT_TOKENS>"
            }
          ]
        },
        "identifier": "ghcr.io/thek3nsai/ops-brain:v6.3.2",
        "registryType": "oci",
        "runtimeArguments": [
          {
            "name": "-p",
            "type": "named",
            "value": "127.0.0.1:3000:3000",
            "description": "Publish the HTTP port on loopback; put a TLS reverse proxy in front for other machines."
          }
        ],
        "environmentVariables": [
          {
            "name": "DATABASE_URL",
            "isSecret": true,
            "isRequired": true,
            "description": "PostgreSQL connection string. The database needs the pgvector extension installed."
          },
          {
            "name": "OPS_BRAIN_TRANSPORT",
            "default": "http",
            "isRequired": true,
            "description": "Serve MCP over streamable HTTP at /mcp."
          },
          {
            "name": "OPS_BRAIN_AUTH_TOKEN",
            "isSecret": true,
            "isRequired": true,
            "description": "Main bearer (operator break-glass, 32+ chars). Required for HTTP; keep it on the server."
          },
          {
            "name": "OPS_BRAIN_AGENT_TOKENS",
            "isSecret": true,
            "description": "JSON array of identity-bound agent tokens, e.g. [{\"token\":\"...\",\"from_agent\":\"Claude-Laptop\"}]. See docs/agent-tokens.md."
          },
          {
            "name": "OPS_BRAIN_ALLOWED_HOSTS",
            "description": "Comma-separated allowed Host headers. Set your public hostname when behind a reverse proxy; defaults to loopback."
          },
          {
            "name": "OPS_BRAIN_EMBEDDINGS_ENABLED",
            "choices": [
              "true",
              "false"
            ],
            "default": "false",
            "description": "Semantic search via an OpenAI-compatible embedding endpoint (OPS_BRAIN_EMBEDDING_URL). Full-text search works without it."
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/TheK3nsai/ops-brain",
      "source": "github"
    },
    "websiteUrl": "https://github.com/TheK3nsai/ops-brain",
    "description": "Self-hosted team bus for AI agents: cross-machine handoffs, check-in, and shared gotchas."
  }
}

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