opensearch-dashboard-mcp

MCP server that exposes OpenSearch Dashboards to an LLM client over stdio. Read saved objects, list tenants and index patterns, and query logs like the Discover app — all through the Dashboards API, so it works even when the raw OpenSearch REST API isn't exposed.

Run

uvx opensearch-dashboard-mcp

(After publishing to PyPI. For local dev use uvx --from . opensearch-dashboard-mcp.)

Related MCP server: Kibana Dashboard Builder

Configure

Environment variables:

SSH tunnel

When SSH_PROXY_TO is set, the server spawns ssh -N -D <port> <host> before serving and routes HTTP through the resulting socks5h:// proxy. DNS is resolved on the remote side, so this reaches targets only visible from a remote network (e.g. a VPN living inside a container). Requires key-based SSH auth (runs with BatchMode=yes). The tunnel lives exactly as long as the server.

Use in an MCP client

{
  "mcpServers": {
    "opensearch-dashboards": {
      "command": "uvx",
      "args": ["opensearch-dashboard-mcp"],
      "env": {
        "OPENSEARCH_DASHBOARDS_URL": "http://localhost:5601",
        "OPENSEARCH_DASHBOARDS_USERNAME": "admin",
        "OPENSEARCH_DASHBOARDS_PASSWORD": "admin"
      }
    }
  }
}

Tools

• ping() — check connectivity + auth. Hits the security authinfo endpoint; on a 401 with credentials set, performs a session login and re-checks. Returns {connected, authenticated, user, tenants} or the error reason.

• list_saved_objects(type_="dashboard", per_page=20, tenant=None) — saved objects via saved_objects/_find, returned as compact {id, title, type}. tenant selects the multi-tenancy tenant (name, "__user__" for the private tenant, or None for the user default).

• get_tenants() — multi-tenancy tenants via the security plugin config API, as {name, description, reserved, hidden}.

• get_index_patterns(per_page=50) — index patterns (saved objects of type index-pattern), as {id, title, time_field}.

• discover_search(index, query=None, time_from=None, time_to=None, time_field="@timestamp", size=10, fields=None, tenant=None) — fetch documents like the Discover app through the internal search API (/internal/search/opensearch). query is a Lucene query_string; time_from/ time_to filter a range (now-15m, ISO, …); fields trims _source to avoid flooding context. Returns {index, total, count, hits}.

Multi-tenancy note: saved objects are stored per tenant. Discover available tenant names with get_tenants, then pass one as tenant to the other tools.

Develop

uv sync --group dev
uv run opensearch-dashboard-mcp        # starts on stdio; Ctrl-D to exit
uv run pytest                          # tests (add --cov for the 100% gate)

Layout: config.py (env → Settings), client.py (async httpx wrapper), tools.py (tool registrations), server.py (entry point + tunnel), tunnel.py (SSH SOCKS5 tunnel). See CLAUDE.md for the architecture in depth.