
Rankrat
io.github.psyb0tPublished by GitHub account psyb0tv0.20.1Updated Oct 27, 2026
Self-hosted MCP for owned-site SEO, search analytics, indexing, monitoring, and safe remediation.
Overview
Self-hosted SEO and search-analytics MCP server that unifies Google, Bing, Cloudflare and performance data so an assistant can inspect and remediate owned…
- What you can do
- Query Google Search Console, GA4, Tag Manager and Bing Webmaster data: analytics, reports, sitemaps, backlinks, keywords and quotas
- Run site intelligence: whole-site audits, schema eligibility, internal-link graphs, orphan pages and cross-provider comparisons
- Check performance: PageSpeed, Core Web Vitals, CrUX history, Clarity insights, Cloudflare analytics and local Lighthouse audits
- Verify ownership and onboard properties through Google/Bing checks and DNS verification
- Monitor sites and remediate: persistent monitors, sitemap/URL resubmission, IndexNow, Cloudflare purges and edge redirects
- Create, update or remove provider resources such as properties, sitemaps, tags, triggers and…
- When to use it
- Use it when you own or manage sites and want one assistant surface for SEO rankings, search analytics, indexing and performance instead of juggling several provider consoles. It suits recurring audits, monitoring and remediation work where the agent is allowed to make provider changes.
- Requirements
- Runs as a local Docker-based process (Docker is the only runtime requirement); the wrapper is installed via an installer script. Provider credentials are created during an interactive setup step: Google OAuth client JSON, Bing Webmaster key, Cloudflare token and Clarity token. A profile lives in a data directory, overridable with RANKRAT_DATA_DIR. HTTP mode listens on a local port with a bearer token.
Installation
In SourceWeft
- Open Rankrat in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
rankrat
[CI] [coverage] [version] [license] [Docker Pulls]
Every SEO signal lives in its own walled garden with its own dashboard, its own API, and its own bullshit auth dance: Search Console over here, GA4 over there, Bing Webmaster somewhere else, plus Cloudflare, Clarity, PageSpeed, CrUX, GTM, and Bing's backlink data. Point an agent at your rankings and it drowns juggling eight consoles. Rankrat drags all of them behind one self-hosted service, so you tell an agent the outcome you want and it inspects, creates, updates, or rips out provider resources through a single surface — REST and MCP, no dashboards.
It's a rat, not a burglar. You hand it the provider accounts; those credentials
are the only authority it has. The resource lists in boundaries.json are
inventory and URL-containment data — not a second permission system pretending
to keep you safe. Rankrat writes by default; set RANKRAT_READ_ONLY=true and
every mutating route and tool disappears from discovery. That's the one switch.
It speaks MCP over stdio, MCP over Streamable HTTP at /mcp, and a FastAPI JSON
API under /v1/. Wrapper-managed HTTP gets a bearer; a hand-rolled loopback-only
launch can drop it if you know what you're doing.
Status: alpha. The API and tool surface can still move before 1.0 — minor releases may break things on purpose (documented), so pin an exact release if you need it to hold still.
Contents
- Capabilities
- Quick start
- Run it
- Safety model
- Documentation
- Agent integrations
- Development
- Project information
Capabilities
What the runtime advertises is what it does — no hidden endpoints. A read-only deployment drops every write from discovery; a writable one exposes onboarding alongside the rest. The whole list is the MCP tool catalog and the generated OpenAPI document.
Quick start
Install the rankrat command, create the credentials for the providers you
want, then run it. Docker is the only runtime requirement.
Install
Download the installer, read it, then run it — per-user (no root) or system-wide:
The mode auto-detects from who runs it; --user / --system force it and
--uninstall removes the command. This puts the rankrat wrapper — a readable
script that drives the published Docker images — on your PATH. Prefer to work
from a source checkout? Clone the repo and use ./rankrat or the make targets
instead; see Getting started.
Set up
Run setup. It lists every provider, you pick the ones you actually use, and it walks you through creating each credential — the exact console clicks for Google OAuth, the Bing Webmaster key, the Cloudflare token, the Clarity token — then hides every value you paste. No copying token permissions out of a README:
Configuring Google? Paste the one-line Desktop OAuth client JSON at the hidden prompt when setup asks — same as every other credential.
Setup validates account access — it does not submit URLs or create properties.
Your profile lives in ~/.config/rankrat; override it per launch with
rankrat --data-dir /absolute/path or RANKRAT_DATA_DIR for a separate profile
per account or workspace. Want to read the credential steps ahead of time, or
what each provider actually gives you? See
Providers and credentials. From a source checkout the setup
step is make setup.
Run it
From a source checkout: make run (stdio) and make run-http (HTTP over
Compose, attached).
rankrat setup pins both psyb0t/rankrat and psyb0t/rankrat-lighthouse to the
latest release tag — recorded, along with the HTTP port and read-only flag, in a
.env at your profile root — rather than tracking the moving :latest. rankrat upgrade re-pins the images to the newest release, pulls both, restarts a running
HTTP stack (reusing the recorded port and read-only flag), and removes the
superseded images; it leaves the port and read-only lines untouched. Pass
--rolling (or set RANKRAT_ROLLING=1) to use the moving :latest images for a
single run without touching the recorded pin. RANKRAT_IMAGE,
RANKRAT_LIGHTHOUSE_IMAGE, RANKRAT_HTTP_PORT, and RANKRAT_READ_ONLY still
override the recorded values per run.
To set the host settings once instead of per run, put them in a permanent host
env file at ~/.config/rankrat/.env (override the path with RANKRAT_ENV_FILE).
The wrapper reads it before selecting a profile, so it can set RANKRAT_DATA_DIR
(which profile to use) along with RANKRAT_READ_ONLY, RANKRAT_IMAGE,
RANKRAT_LIGHTHOUSE_IMAGE, RANKRAT_HTTP_PORT, RANKRAT_OAUTH_CALLBACK_PORT,
and RANKRAT_ROLLING. It only fills a variable that is unset or empty, so a
--data-dir flag or a real env var still overrides it. This is especially handy
for MCP launchers that run rankrat with a minimal environment and never see
your shell exports. It is separate from the per-profile .env: the host file
selects the profile and the host defaults, while a profile's .env pins that
profile's images, port, and read-only flag.
Over HTTP, MCP lives at http://127.0.0.1:8080/mcp and REST under /v1/; stdio
needs no port and no bearer. HTTP treats your data directory as its Compose
project — it drops a docker-compose.yml in there if one's missing and never
touches yours if it isn't. Under the hood that's two
long-lived services plus one one-shot volume initializer. The wrapper, plain
docker run, raw Compose, HTTP auth, and client wiring all live in
Transports and deployment.
Browser audits run in a separate psyb0t/rankrat-lighthouse image over a Unix
socket, and it never sees a single provider credential. rankrat stdio brings up
an ephemeral Lighthouse sidecar for the session — same capability as HTTP — and
tears it down on exit; the wrapper launches it host-side, so the app stays off the
Docker socket and reaches Lighthouse only over the socket. See Lighthouse.
Safety model
- Rankrat is writable by default. Configured account credentials authorize all supported provider operations and all resources those accounts can reach.
RANKRAT_READ_ONLY=trueremoves write REST routes and MCP tools from runtime discovery. It is the only capability switch.- The operator decides whether the caller is a careful human-directed agent or a fully autonomous one. Remote HTTP still uses the configured bearer.
- Resource arrays are cached inventory and containment data. Onboarding and discovery update them so retries reuse existing resources.
- Secrets are read-only mounts; OAuth records and monitor state have separate writable mounts.
See Configuration and Security before enabling writes or exposing HTTP beyond loopback.
Documentation
- Getting started — install, file locations, verifying setup
- Configuration — every boundary field and runtime switch
- Providers and credentials — obtaining each credential and its permissions
- Transports and deployment — stdio MCP, Streamable HTTP MCP, REST, Compose, agent integrations
- Feature workflows — operations for common SEO, analytics, backlink, and indexing questions
- Lighthouse — the browser worker and its security limits
- Ownership and onboarding — Google/Bing property creation and DNS verification
- Monitoring and remediation — persistent monitors and provider-write behavior
- Security — trust boundaries and production rules
- MCP tool reference — every discoverable MCP tool
- Troubleshooting — startup, OAuth, provider, sitemap, and browser-audit failures
- Development — build, test, generate contracts, audit dependencies, contribute
The REST source is YAML-first: openapi.yaml,
seo-openapi.yaml, and
free-seo-openapi.yaml generate
openapi.json. Agent clients can use the repository's skill,
Claude Code and Codex manifests, or OpenClaw integration under .agents.
Agent integrations
The Rankrat skill works in agents that read
.agents/skills/ (such as peen). The integrations below cover both MCP stdio and a shared
Streamable HTTP server.
Claude Code
Codex
Installed through the catalog, the skill invokes as $rankrat:rankrat. Codex
also discovers it as $rankrat directly from a Rankrat checkout.
OpenClaw
The plugin launches the published image over MCP stdio using the standard
$HOME/.config/rankrat/ layout. Set one absolute RANKRAT_DATA_DIR in every
client to reuse the same provider accounts, OAuth authorization, inventory,
and monitor state from any site repository. To use an already-running shared server,
configure OpenClaw for its authenticated http://127.0.0.1:8080/mcp
Streamable HTTP endpoint. See Transports.
Development
Everything runs in containers — no "works on my machine" roulette:
Mocked tests need zero credentials. Live tests are opt-in and pull their one account plus a safe target straight from your profile, so they can't wander off and touch something they shouldn't. Full contributor guide in Development.
Project information
WTFPL license · Release history · Dependency attribution · Issues
Source: README.md at commit d32dce5
Tools
0Version history
2- v0.20.1LatestOct 10, 2026
- v0.20.0Sep 16, 2026
Score
50% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts