Ranger MCP Server

Model Context Protocol server for Apache Ranger on CDP — manage access policies, masking, tag-based policies, roles, users, groups, and audit logs via agentic workflows.

Features

• Knox authentication — JWT token, raw cookie, or Basic Auth (same pattern as Atlas MCP)

• Policy lifecycle — search, create, update, apply (upsert), delete

• Access, masking & tag-based policies — convenience builders plus raw JSON for full control

• Identity management — users, groups, roles and role membership

• Tag metadata — tag definitions, instances, tagged resources

• Audit logs — search data-access audits (allowed/denied) and admin/transaction logs (policy changes)

• Automatic retries — exponential backoff on transient errors

MCP Tools

Services

• list_ranger_services, get_ranger_service, get_ranger_service_definition

Policies

• search_ranger_policies, get_ranger_policy, create_ranger_policy, update_ranger_policy, apply_ranger_policy, delete_ranger_policy

• create_access_policy — resource-based access (Hive/HDFS/etc.)

• create_masking_policy — column masking

• create_tag_based_policy — tag-service policies (e.g. cm_tag)

Roles

• list_ranger_roles, get_ranger_role, create_ranger_role, update_ranger_role, delete_ranger_role

• add_users_groups_to_role, get_roles_for_user

Users & groups

• list_ranger_users, get_ranger_user, create_ranger_user, update_ranger_user, delete_ranger_user

• list_ranger_groups, get_ranger_group, create_ranger_group, update_ranger_group, delete_ranger_group

• lookup_ranger_users, lookup_ranger_groups

Tags

• list_tag_definitions, get_tag_definition, list_tag_instances, list_tagged_resources

• search_tag_based_policies

Audits

• search_access_audits — data-access audit logs (who accessed what, allowed/denied); filters: request_user, repo_name, resource_path (db/table or db.table), action, access_result, start_date/end_date (MM/DD/YYYY)

• count_access_audits — count matching access audit records

• search_admin_audit_logs — policy/config change logs (transaction audit); filters: object_name, action, updated_by, date range

• count_admin_audit_logs — count matching admin audit records

• get_admin_audit_log — fetch a single admin audit entry by id

Access audit search defaults to /assets/accessAudit (Ranger UI path), which honors filters on CDP. Set use_assets_endpoint=false to use /xaudit/access_audit instead. Hive table paths use slashes (db/table); db.table is converted automatically.

Related MCP server: Apache Airflow MCP Server

Setup

Local install

git clone <repo-url>
cd ranger-mcp-server
python3 -m venv .venv
source .venv/bin/activate
python -m pip install -e ".[dev]"

Cursor / Claude Desktop MCP config

{
  "mcpServers": {
    "ranger-mcp-server": {
      "command": "/FULL/PATH/TO/ranger-mcp-server/.venv/bin/python",
      "args": ["-m", "ranger_mcp_server.server"],
      "env": {
        "MCP_TRANSPORT": "stdio",
        "RANGER_GATEWAY_URL": "https://<host>/<topology>/cdp-proxy-api/ranger/service",
        "RANGER_USER": "<user>",
        "RANGER_PASS": "<password>"
      }
    }
  }
}

uvx

{
  "mcpServers": {
    "ranger-mcp-server": {
      "command": "uvx",
      "args": ["--from", "git+@https://github.com/frothkoetter/ranger-mcp-server.git@master", "run-server"],
      "env": {
        "RANGER_GATEWAY_URL": "https://<host>/<topology>/cdp-proxy-api/ranger/service",
        "RANGER_USER": "<user>",
        "RANGER_PASS": "<password>"
      }
    }
  }
}

Configuration

* Or Knox token/cookie.

CDP URL pattern

https://<cluster-host>/<topology>/cdp-proxy-api/ranger/service

Direct Ranger Admin (inside cluster): https://<ranger-host>:6182/service

Example agent prompts

• "List all Ranger services"

• "Search Hive policies containing 'finance'"

• "Create a masking policy on column ssn in hr.employees"

• "Add group analysts to role finance_role"

• "Show tag-based policies for tag PII on cm_tag"

• "Search access audits for user alice on cm_hive since 06/01/2026"

• "Show denied access audits on finance.customers in the last day"

• "Who changed the finance-read policy? Search admin audit logs"

License

Apache License 2.0