Rancher Mcp

[MCP Rancher — the capability-aware control plane for AI-assisted Rancher operations]

[CI] [MCP server] [206 tools] [Python 3.12+] [Pyright strict] [MIT license]

Operate Rancher-managed Kubernetes through any MCP client — discovery, generic resource access, and curated operator workflows, wrapped in an audit-logged, rate-limited, confirmation-guarded safety model.

Quick start · Tool surface · Architecture · Safety model · Compatibility · Development

Why this exists

Rancher is how real fleets run Kubernetes — and it speaks two APIs (the legacy Norman /v3 plane and the modern Steve /v1 plane), varies by version, and wraps every cluster behind its own proxy. Pointing a generic Kubernetes MCP server at it misses everything Rancher-specific; pointing an agent at raw kubectl gives up auditability, guardrails, and the management-plane view entirely.

MCP Rancher is built for that reality:

• Capability-aware, not version-naive. It detects what each connected Rancher actually supports instead of assuming. One binary spans 2.6.5 → 2.9.3 with the same tool surface.
• Multi-instance first. Lab, staging, prod — configure them all; mark prod read_only: true and every mutation is refused at the config layer, before any guard even has to fire.
• Nothing is out of reach. Curated tools cover the common 95%; the generic engine reaches every resource either API plane exposes — even types nobody wrote a tool for yet.

The tool surface

206 tools: 178 read-only · 28 writes · 5 destructive — counted from the registry itself, not by hand. docs/tool-manifest.json is generated from the live FastMCP registry (make tool-manifest) and a CI gate fails the build if it ever drifts from the code. Per-tool descriptions, safety annotations, and parameters all live there; the narrative registry with slice tracking is docs/tool-catalog.md.

Domains covered: clusters & nodes · projects & namespaces · workloads · pods & services · storage · networking · config & secrets (values masked) · certificates (keys masked) · RBAC · auth & identity · apps & catalogs · logging pipeline · Prometheus monitoring · policy reports · CIS compliance · backup operator · etcd backups · Longhorn · Fleet · provisioning · settings & features · alerts & notifiers.

All 206 stay exposed by default — every tool schema is deferred behind Claude Code's own search, so a small default would only help other hosts at the good host's expense. A constrained host (a small local model, a tight context budget) can opt into a smaller surface via RANCHER_TOOLSETS; see Toolset profiles under Configuration.

Quick start

Requirements

• Python 3.12+ and uv
• A Rancher API token (creating one)

Install & run

# From sourcegit clone https://github.com/rex/mcp-rancher.gitcd mcp-ranchermake setup                 # deps, .env scaffold, pre-commit hookscp .env.example .env       # set RANCHER_URL + RANCHER_TOKENmake dev                   # run the MCP server (stdio)

Once published to PyPI, it's one line: uvx rancher-mcp.

Claude Code

claude mcp add rancher \  -e RANCHER_URL=https://rancher.example.com \  -e RANCHER_TOKEN=token-xxxxx:yyyyyyyyy \  -- uv run --directory /path/to/mcp-rancher rancher-mcp

Claude Desktop

{  "mcpServers": {    "rancher": {      "command": "uv",      "args": ["run", "--directory", "/path/to/mcp-rancher", "rancher-mcp"],      "env": {        "RANCHER_URL": "https://rancher.example.com",        "RANCHER_TOKEN": "token-xxxxx:yyyyyyyyy"      }    }  }}

Multiple instances

RANCHER_INSTANCES_JSON='{  "production": {"url": "https://rancher.prod.example.com",    "token": "token-a:xxx", "verify_ssl": true, "read_only": true},  "lab":        {"url": "https://rancher.lab.example.com",     "token": "token-b:yyy", "verify_ssl": false, "read_only": false}}'RANCHER_DEFAULT_INSTANCE=production

Every tool takes an optional instance argument. Instances flagged read_only: true refuse all mutations at the settings layer.

Architecture

flowchart LR    A[MCP client<br/>Claude Code · Claude Desktop · any] -- stdio --> S
    subgraph S[rancher-mcp]        direction TB        L1[Discovery & schema<br/>planes · schemas · capabilities]        L2[Generic engine<br/>any resource · both planes<br/>CRUD · actions · links · watch]        L3[Curated tools<br/>typed models · shaped output<br/>next-step hints]        G[Safety layer<br/>read-only guard · confirmation phrases<br/>audit log · rate limit · masking]        L1 --> L2 --> L3        L3 --> G        L2 --> G    end
    G -- Norman /v3 --> R1[(Rancher<br/>instance A)]    G -- Steve /v1 + k8s proxy --> R1    G -- Norman + Steve --> R2[(Rancher<br/>instance B)]

Three layers, deliberately separate: discovery tells you what an instance can do, the generic engine can touch anything it exposes, and curated tools make the common paths typed, shaped, and self-describing (every response carries suggested_next_steps). Most curated tools are generated from YAML descriptors (catalog/curated_tools/) with a drift gate — the editorial decisions live in descriptors, not boilerplate.

Safety model

Built for the day an agent is pointed at the cluster that pays your salary:

Compatibility

Capability detection bridges version differences at runtime — no version-pinned builds, no "works on my Rancher." Both targets are exercised by the same test suite, and read paths have been validated live against both a 2.6.5 lab and a 2.9.3 production fleet (validation report).

Configuration

Toolset profiles

The default is all: every tool stays exposed. Claude Code, the primary host, defers every tool schema behind its own search, so a small default would only help other hosts at the cost of making the good host worse — this is a deliberate choice, not an oversight.

RANCHER_TOOLSETS opts a constrained host (a small local model, or a context budget) into a smaller surface. Values are either a family name — one per src/rancher_mcp/tools/ module (storage, workloads, pods_services, rbac, …; see rancher_mcp.toolsets.FAMILY_REGISTRARS for the full list) — or the cross-family core profile: a ~32-tool triage/orientation set (rancher_find_*, the health/summary rollups, core list/get pairs, and the generic rancher_{steve,norman}_resource_{list,get} escape hatches). core cuts the tools/list payload from 206 tools / ~401 KB to 32 tools / ~78 KB (~80% smaller). Profiles compose: RANCHER_TOOLSETS=core,storage gives the triage set plus everything storage-related.

RANCHER_TOOLSETS=core                        # small triage surfaceRANCHER_TOOLSETS=core,storage,workloads      # triage + two full familiesRANCHER_TOOLS=rancher_secret_get             # add one extra tool on topRANCHER_EXCLUDE_TOOLS=rancher_secret_create  # remove one, wins over the above

An unknown profile name fails loudly at startup rather than silently producing an empty or shrunken surface. Calling a real tool that exists but isn't in the active profile returns a structured TOOLSET_NOT_ENABLED error naming the tool, the toolset that would enable it, and the env var to set — never a bare "unknown tool", which would make a disabled tool indistinguishable from a typo.

Project status

Shipping and stable for read, triage, and guarded write operations. Honest ledger of what's beyond that:

• Destructive workflows (node drain, etcd/backup restore, cert rotation, cluster upgrade/delete) are roadmap — deliberately staged after real-world read-path mileage. The generic engine + confirmation guard already covers these cases for operators who need them today.
• The Alertmanager routes/silences surface needs an in-cluster API integration and is deferred.
• The full per-version compatibility matrix (Track G) is in progress; the first live validation run covers the read matrix on both targets.

Work is tracked to the tool level: docs/tool-catalog.md (every tool has a row, every gap a slice ID) and ROADMAP.md.

Development

make help               # every target, documentedmake validate           # codegen drift + manifest drift + architecture + lint + typecheck + testsmake tool-manifest      # regenerate docs/tool-manifest.json from the registrymake lab-up             # local Rancher 2.6.5 lab (kind + helm), fully scriptedmake integration-current # isolated Rancher 2.14.3 end-to-end test runmake live-read-matrix   # read-only validation probes against configured instancesmake mock-rancher       # fixture-backed mock Rancher for provider-config testing

• Local lab — a self-contained Rancher 2.6.5 on kind with a simulated downstream cluster; repo-local kubeconfigs, never touches your machine state.
• Current integration lab — Rancher 2.14.3 on separate Kind clusters and port 9443; run it serially with make integration-current to avoid overlapping Docker resource demand with the legacy lab.
• Contract fixtures — sanitized captures from live Rancher committed under tests/fixtures/; respx pins the HTTP boundary in tests.
• Codegen — curated tools are emitted from catalog/curated_tools/*.yml descriptors; make check-codegen fails on drift.
• Gates — ruff, pyright strict, 624 tests with coverage floor, architecture line-limits, module-shape checks, secret scanning. All fail closed, all wired into pre-commit.

Stack: Python 3.12 · FastMCP · httpx · Pydantic v2 · structlog · uv

Security

See SECURITY.md for the threat model, token guidance, and how to report vulnerabilities.

License

MIT