
Ratatosk Mcp
io.github.baspherePublished by GitHub account baspherev0.10.0Updated Oct 28, 2026
CNCF release intelligence: typed changes from release notes; check_stack compares versions locally.
Overview
Serves CNCF release intelligence as MCP tools, letting an assistant check upgrade paths, browse typed release changes, and trace issues across releases.
- What you can do
- Check a stack's upgrade path: compare the component versions you run and split changes into action-required and config-dependent buckets
- Browse the change feed: list typed changes filtered by project, family or bucket, paging with a cursor
- Look up changes by identifier: find every change touching a CVE id, CRD, feature gate, flag, config field or dependency
- Trace matters and releases: see every release where one matter appeared, read a single release in full, or list a project's newest releases
- Discover projects: list tracked projects and their canonical slugs
- When to use it
- Useful when you maintain or upgrade CNCF projects such as Envoy or Istio and want an assistant to surface security fixes, breaking changes, removals and changed defaults on your upgrade path, with quotes from the release notes as evidence.
- Requirements
- Runs as a local stdio process, typically via the published container image, or can be used as a hosted remote endpoint. No account or API key is needed. Docker is needed for the container route; the hosted endpoint is rate limited per caller.
Installation
In SourceWeft
- Open Ratatosk Mcp 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
ratatosk-mcp
Ratatosk reads CNCF release notes every hour. Your agents get the changes.
In Norse myth, Ratatoskr is the squirrel that carries messages up and down the world tree. This one carries release intelligence. ratatosk.io watches 76 CNCF projects and turns every release note into typed, entity-level changes: security fixes, breaking changes, removals, deprecations, changed defaults — each one classified by how you should act on it now. Routine lines are recorded too, but kept out of the way.
This repository is the MCP server that hands those changes to your agent as tools. MCP (Model Context Protocol) is the open standard AI agents use to call external tools; any MCP-capable client — Claude Code, Claude Desktop, kagent, your own SDK agent — can connect. No account, no API key.
Two ways to connect
Hosted — nothing to install. Register https://ratatosk.io/mcp as a
remote MCP server in any client that supports remote connectors. The hosted
endpoint allows each caller 60 tool calls a minute, counted per caller rather
than pooled — for polling or CI workloads, self-host. With the Claude Code
CLI:
Self-hosted — the same server, running as your own process. Run it with Docker, the Helm chart, or a source build. With Claude Code and Docker installed:
0.10.0 is the current release; use latest to follow new ones.
Either way, verify the connection:
Then ask your agent a question the tools can answer:
You: "We run envoy v1.36.8 and istio 1.30.1. Anything we must do before upgrading?"
Your agent calls
check_stackand answers from the record: the CVEs fixed after your version, the APIs removed on your upgrade path, the defaults that changed — separated into what applies to everyone and what applies only if your configuration matches. Each change carries a verbatim quote from the release notes as evidence.
One entry from a real check_stack answer, as the agent receives it
(istio, measured 2026-08-20):
applies_if is a condition the agent evaluates, not prose to read: a stack
that runs no JWKS resolver skips this entry without asking anyone. The answer
also carries its own privacy line, verbatim: "versions were compared locally;
only project slugs were sent to the server."
Other clients (Claude Desktop, kagent, in-cluster agents) and the full setup reference: see the install guide.
Tools
Two things the tools speak in. A change is one thing a release did, taken from an official release note and tied to the exact identifiers it touches (a CVE id, a flag, a CRD, a config field), with a verbatim quote as evidence. Every change carries three axes:
- family —
security,breaking, ordeprecated: what kind of thing it is. - bucket —
action(applies to everyone),check(only ifapplies_ifmatches your setup),plan(announced for later),other(the full record). - applies_if — a boolean expression you can evaluate against your own manifests, not prose to read.
A matter is the issue underneath, identified by matter_key and stable
across releases and branches: the same security roll-up landing on five
branches shares one key. Severity lives on the cited advisories and is read
from the ledger's current value, not frozen at analysis time.
Full per-tool parameters, example calls, and measured responses live in the tools reference.
How your component versions are handled
Self-hosted: check_stack sends only project slugs to the server and
compares versions locally, inside this process — the versions you pass it
never reach ratatosk.io. The server publishes changes; your agent decides what
applies. The version normalizer is bundled (internal/version), so range
comparison happens client-side too. This holds for upgrade questions as well:
the upstream API has a convenience endpoint (/v1/upgrade/{project}) that
receives caller-supplied versions — check_stack does not call it; the
comparison is in the source you can read.
One limit on that guarantee: it covers check_stack. Tools that take a
version as an argument — get_release(project, version) — put that version
in the upstream request path, because fetching a specific release means
naming it. That named path is not kept on my side, though: before a log line
is written, query strings are stripped and /v1/releases/… and
/v1/upgrade/… paths are reduced to their prefix, so neither the slug nor
the version lands in a log.
Hosted: your check_stack arguments (the versions you run) pass through
the server's memory to produce the same answer, and are not written down.
Here is what each layer on the way keeps:
- The hosted MCP process itself logs only its startup line — a normal request adds nothing.
- The upstream API's request log writes one line only when the caller sends a
traceparent, and that line carries a normalized endpoint label and the trace id — never a path, query, or body. - The front-door access log strips query strings, reduces
/v1/releases/…and/v1/upgrade/…paths to their prefix, masks caller IPs, and has no field for request bodies.
The hosted endpoint runs with its audit stream off, and I keep it off — not
recording request content is the operating stance for that endpoint. One
boundary I do not control: connection metadata on the CDN leg
follows the CDN provider's own policy. If your requirements rule out that transit,
self-host: then only project slugs leave your infrastructure on a
check_stack call.
Self-hosting adds the opposite capability: an opt-in audit stream
(MCP_AUDIT=metadata or full) that records who called which tool, emitted
inside your own infrastructure into your own collectors. The hosted endpoint
has none by design. Details in the install guide.
Documentation
- Install & usage — hosted endpoint · local stdio · in-cluster (Helm) · kagent (한국어 · 日本語)
- Helm chart — values, kagent toggle (한국어 · 日本語)
- kagent example — manifests + ratatosk-agent (한국어 · 日本語)
- Contributing · Security policy
Upstream API
This server is a thin client over the public REST API. If you would rather
call it directly, GET /v1 on ratatosk.io describes itself. No API key; rate
limited at 1200 requests per minute per IP.
Data & terms
The data is served free of charge by ratatosk.io — a term that may change,
with advance notice — under its terms of service.
Analyses are AI-generated reference information with no warranty — check the
original release notes before acting, especially when an agent acts on your
behalf. Original notes belong to their respective projects; responses that
carry a full note include an attribution notice (raw_notes_notice).
License
The code in this repository is licensed under Apache-2.0.
Source: README.md at commit b2e0d33
Tools
0Version history
1- v0.10.0LatestOct 17, 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