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ops-brain

L0· runs locally

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

v6.3.1 · active · repository · website · descriptor JSON · versions

Runs on your machine: something must execute the package.Only local packages are published (npm, PyPI, OCI, …). The registry never executes them, so tools are unknown until you run it.
Quality–new
Trust94of 100
Packages1
Tools seen0

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "ops-brain": {
      "command": "docker",
      "args": [
        "-p",
        "127.0.0.1:3000:3000",
        "-e",
        "DATABASE_URL",
        "-e",
        "OPS_BRAIN_TRANSPORT",
        "-e",
        "OPS_BRAIN_AUTH_TOKEN",
        "-e",
        "OPS_BRAIN_AGENT_TOKENS",
        "-e",
        "OPS_BRAIN_EMBEDDINGS_ENABLED",
        "ghcr.io/thek3nsai/ops-brain:v6.3.1"
      ],
      "env": {
        "DATABASE_URL": "${DATABASE_URL}",
        "OPS_BRAIN_TRANSPORT": "http",
        "OPS_BRAIN_AUTH_TOKEN": "${OPS_BRAIN_AUTH_TOKEN}",
        "OPS_BRAIN_AGENT_TOKENS": "${OPS_BRAIN_AGENT_TOKENS}",
        "OPS_BRAIN_EMBEDDINGS_ENABLED": "false"
      }
    }
  }
}
claude mcp add ops-brain -e "DATABASE_URL=${DATABASE_URL}" -e "OPS_BRAIN_TRANSPORT=http" -e "OPS_BRAIN_AUTH_TOKEN=${OPS_BRAIN_AUTH_TOKEN}" -e "OPS_BRAIN_AGENT_TOKENS=${OPS_BRAIN_AGENT_TOKENS}" -e "OPS_BRAIN_EMBEDDINGS_ENABLED=false" -- docker -p 127.0.0.1:3000:3000 -e DATABASE_URL -e OPS_BRAIN_TRANSPORT -e OPS_BRAIN_AUTH_TOKEN -e OPS_BRAIN_AGENT_TOKENS -e OPS_BRAIN_EMBEDDINGS_ENABLED ghcr.io/thek3nsai/ops-brain:v6.3.1
[mcp_servers.ops-brain]
command = "docker"
args = ["-p", "127.0.0.1:3000:3000", "-e", "DATABASE_URL", "-e", "OPS_BRAIN_TRANSPORT", "-e", "OPS_BRAIN_AUTH_TOKEN", "-e", "OPS_BRAIN_AGENT_TOKENS", "-e", "OPS_BRAIN_EMBEDDINGS_ENABLED", "ghcr.io/thek3nsai/ops-brain:v6.3.1"]
env = { "DATABASE_URL" = "${DATABASE_URL}", "OPS_BRAIN_TRANSPORT" = "http", "OPS_BRAIN_AUTH_TOKEN" = "${OPS_BRAIN_AUTH_TOKEN}", "OPS_BRAIN_AGENT_TOKENS" = "${OPS_BRAIN_AGENT_TOKENS}", "OPS_BRAIN_EMBEDDINGS_ENABLED" = "false" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ops-brain": {
      "type": "local",
      "command": [
        "docker",
        "-p",
        "127.0.0.1:3000:3000",
        "-e",
        "DATABASE_URL",
        "-e",
        "OPS_BRAIN_TRANSPORT",
        "-e",
        "OPS_BRAIN_AUTH_TOKEN",
        "-e",
        "OPS_BRAIN_AGENT_TOKENS",
        "-e",
        "OPS_BRAIN_EMBEDDINGS_ENABLED",
        "ghcr.io/thek3nsai/ops-brain:v6.3.1"
      ],
      "enabled": true,
      "environment": {
        "DATABASE_URL": "{env:DATABASE_URL}",
        "OPS_BRAIN_TRANSPORT": "http",
        "OPS_BRAIN_AUTH_TOKEN": "{env:OPS_BRAIN_AUTH_TOKEN}",
        "OPS_BRAIN_AGENT_TOKENS": "{env:OPS_BRAIN_AGENT_TOKENS}",
        "OPS_BRAIN_EMBEDDINGS_ENABLED": "false"
      }
    }
  }
}
{
  "mcpServers": {
    "ops-brain": {
      "command": "docker",
      "args": [
        "-p",
        "127.0.0.1:3000:3000",
        "-e",
        "DATABASE_URL",
        "-e",
        "OPS_BRAIN_TRANSPORT",
        "-e",
        "OPS_BRAIN_AUTH_TOKEN",
        "-e",
        "OPS_BRAIN_AGENT_TOKENS",
        "-e",
        "OPS_BRAIN_EMBEDDINGS_ENABLED",
        "ghcr.io/thek3nsai/ops-brain:v6.3.1"
      ],
      "env": {
        "DATABASE_URL": "${DATABASE_URL}",
        "OPS_BRAIN_TRANSPORT": "http",
        "OPS_BRAIN_AUTH_TOKEN": "${OPS_BRAIN_AUTH_TOKEN}",
        "OPS_BRAIN_AGENT_TOKENS": "${OPS_BRAIN_AGENT_TOKENS}",
        "OPS_BRAIN_EMBEDDINGS_ENABLED": "false"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ops-brain&config=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%3D%3D"
}
{
  "servers": {
    "ops-brain": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "-p",
        "127.0.0.1:3000:3000",
        "-e",
        "DATABASE_URL",
        "-e",
        "OPS_BRAIN_TRANSPORT",
        "-e",
        "OPS_BRAIN_AUTH_TOKEN",
        "-e",
        "OPS_BRAIN_AGENT_TOKENS",
        "-e",
        "OPS_BRAIN_EMBEDDINGS_ENABLED",
        "ghcr.io/thek3nsai/ops-brain:v6.3.1"
      ],
      "env": {
        "DATABASE_URL": "${DATABASE_URL}",
        "OPS_BRAIN_TRANSPORT": "http",
        "OPS_BRAIN_AUTH_TOKEN": "${OPS_BRAIN_AUTH_TOKEN}",
        "OPS_BRAIN_AGENT_TOKENS": "${OPS_BRAIN_AGENT_TOKENS}",
        "OPS_BRAIN_EMBEDDINGS_ENABLED": "false"
      }
    }
  }
}
{
  "mcpServers": {
    "ops-brain": {
      "command": "docker",
      "args": [
        "-p",
        "127.0.0.1:3000:3000",
        "-e",
        "DATABASE_URL",
        "-e",
        "OPS_BRAIN_TRANSPORT",
        "-e",
        "OPS_BRAIN_AUTH_TOKEN",
        "-e",
        "OPS_BRAIN_AGENT_TOKENS",
        "-e",
        "OPS_BRAIN_EMBEDDINGS_ENABLED",
        "ghcr.io/thek3nsai/ops-brain:v6.3.1"
      ],
      "env": {
        "DATABASE_URL": "${DATABASE_URL}",
        "OPS_BRAIN_TRANSPORT": "http",
        "OPS_BRAIN_AUTH_TOKEN": "${OPS_BRAIN_AUTH_TOKEN}",
        "OPS_BRAIN_AGENT_TOKENS": "${OPS_BRAIN_AGENT_TOKENS}",
        "OPS_BRAIN_EMBEDDINGS_ENABLED": "false"
      }
    }
  }
}
extensions:
  "ops-brain":
    enabled: true
    name: "ops-brain"
    type: stdio
    cmd: "docker"
    args:
      - "-p"
      - "127.0.0.1:3000:3000"
      - "-e"
      - "DATABASE_URL"
      - "-e"
      - "OPS_BRAIN_TRANSPORT"
      - "-e"
      - "OPS_BRAIN_AUTH_TOKEN"
      - "-e"
      - "OPS_BRAIN_AGENT_TOKENS"
      - "-e"
      - "OPS_BRAIN_EMBEDDINGS_ENABLED"
      - "ghcr.io/thek3nsai/ops-brain:v6.3.1"
    envs:
      "DATABASE_URL": "${DATABASE_URL}"
      "OPS_BRAIN_TRANSPORT": "http"
      "OPS_BRAIN_AUTH_TOKEN": "${OPS_BRAIN_AUTH_TOKEN}"
      "OPS_BRAIN_AGENT_TOKENS": "${OPS_BRAIN_AGENT_TOKENS}"
      "OPS_BRAIN_EMBEDDINGS_ENABLED": "false"
    timeout: 300

Placeholders to fill from your own secret store: ${DATABASE_URL}, ${OPS_BRAIN_AUTH_TOKEN}, ${OPS_BRAIN_AGENT_TOKENS}. The registry never accepts secret values.

This is a local package: the command runs on your machine.

Quality – / 100new

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

protocoln/a · weight 25
  • n/a
    protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygienen/a · weight 30
  • n/a
    tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool list unknown
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

Tool list unknown · checked 2026-10-19 22:46 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance90
livenessn/a
freshness100
hygiene95

+repository +namespace-matches-repo +website ~liveness-unmeasured +updated-0d-ago -unpinned-packages(1)

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

packageregistryversionruntimesecrets
ghcr.io/thek3nsai/ops-brain:v6.3.1ociunpinned–DATABASE_URL, OPS_BRAIN_AUTH_TOKEN, OPS_BRAIN_AGENT_TOKENS

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.TheK3nsai/ops-brain",
  "title": "ops-brain",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "6.3.1",
  "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:v6.3.1",
      "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."
}