datahub-cm-mcp

datahub-cm-mcp

Read-only MCP server for querying Cloudera Manager metrics (CPU, memory, disk, health) for CDP Public Cloud DataHubs via natural language, using workload credentials and Knox.

Category
访问服务器

README

datahub-cm-mcp

Read-only Cloudera Manager metrics for a CDP Public Cloud DataHub, over Knox. Sibling to cdp-pc in this suite — a separate process with its own auth plane (the suite's design rule). Where cdp-pc is the control plane (list/describe via the cdp CLI + ~/.cdp API key), this is the data plane: each DataHub's own Cloudera Manager, read via cdp-proxy-api/cm-api with workload user + password.

Why this exists: in CDP Public Cloud every DataHub runs its own Cloudera Manager, reachable through Knox. So "CM = private-cloud only" is not true for PC. This MCP turns the infra team's manual top / free / df round into natural-language questions.

Tools (all read-only, GET only)

Tool Answers CM source
datahub_host_status(cluster_name) per-host cores, RAM, health, roles /hosts?view=full
datahub_resource_usage(cluster_name, hours=1) per-host CPU% + memory% (latest) — the top/free replacement /timeseries cpu_percent, physical_memory_used/total
datahub_disk_usage(cluster_name) per-filesystem capacity/used/% — the df replacement /timeseries … WHERE category=FILESYSTEM
datahub_metric_timeseries(cluster_name, metric, hours=3) per-host trend for one whitelisted metric (spikes) /timeseries SELECT <metric>

cluster_name comes from cdp-pc's list_datahubs. The CM endpoint is auto-discovered from describe-cluster (no registry table).

Auth (how credentials are given)

  • Discovery (control plane): cdp datahub describe-cluster → reads the CM-API endpoint URL. Reuses ~/.cdp/credentials.
  • CM REST (data plane): HTTP Basic over Knox = CDP workload username + workload password (Knox mode PAM). Username: CDP_WORKLOAD_USER env, else cdp iam get-user workloadUsername, else $USER. Password: CM_PASSWORD / CDP_WORKLOAD_PASSWORD env, else macOS Keychain (account=zzeng, service=cdp-workload-impala). No password is stored on disk.
  • TLS verified by default; CM_INSECURE=true to skip (corp MITM).

Setup

cd tools/datahub-cm-mcp
python3 -m venv .venv && .venv/bin/pip install -r requirements.txt   # minimcp + mcp<2
# workload password already in Keychain? (shared with Impala)
security find-generic-password -a zzeng -s cdp-workload-impala -w >/dev/null && echo "pw ok"

Register into Claude (from the suite): tools/cdp-pc-mcp/register-all.sh already lists datahub-cm. Or manually:

claude mcp add datahub-cm -e "PYTHONPATH=$PWD/src" -- "$PWD/.venv/bin/python" -m datahub_cm_mcp.stdio_main

Smoke test (no Claude)

export PATH="$HOME/.local/bin:$PATH"   # cdp CLI
PYTHONPATH=src .venv/bin/python -c "
from datahub_cm_mcp import cm
import json; print(json.dumps(cm.resource_usage('zzengaws732-dm'), indent=2, ensure_ascii=False))"

Expected: per-host cpu_pct / mem_pct from live Cloudera Manager.

Demo talk track (JP, copy-paste): demo-scenario-jp.md.

Notes / limits

  • Prereq: the DataHub (and its environment) must be AVAILABLE. Stopped → discovery errors clearly (no CM-API endpoint).
  • The CM /clusters list can be empty through the PC Knox proxy; all tools here work at host level, which is what infra monitoring needs.
  • Read-only: no config-change / command tools. Adding those would need a deliberate, separately-scoped write plane.

推荐服务器

Baidu Map

Baidu Map

百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。

官方
精选
JavaScript
Playwright MCP Server

Playwright MCP Server

一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。

官方
精选
TypeScript
Magic Component Platform (MCP)

Magic Component Platform (MCP)

一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。

官方
精选
本地
TypeScript
Audiense Insights MCP Server

Audiense Insights MCP Server

通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。

官方
精选
本地
TypeScript
VeyraX

VeyraX

一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。

官方
精选
本地
graphlit-mcp-server

graphlit-mcp-server

模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。

官方
精选
TypeScript
Kagi MCP Server

Kagi MCP Server

一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。

官方
精选
Python
e2b-mcp-server

e2b-mcp-server

使用 MCP 通过 e2b 运行代码。

官方
精选
Neon MCP Server

Neon MCP Server

用于与 Neon 管理 API 和数据库交互的 MCP 服务器

官方
精选
Exa MCP Server

Exa MCP Server

模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。

官方
精选