release-notes-mcp
Combines GitHub releases from multiple repositories into a single product release note, with context sources for LLM synthesis.
README
release-notes-mcp
<!-- mcp-name: io.github.vaggeliskls/release-notes-mcp -->
A small, generic MCP server that combines GitHub releases from several repositories into a single product release note. The server just fetches and bundles raw data; the LLM synthesizes the final notes.
Nothing is architecture-specific:
provider— which forge to read releases from:github(default),gitlab, orgitea/Forgejo. Release fetching goes through a small adapter, so adding a forge means normalizing its release JSON — a contained change.repos— the repos the server is allowed to read releases from.contextSources— arbitrary URLs loaded as background context (a style guide, a versions file, feature names — anything). The server assigns no meaning; what each source is is decided by what you put behind the URL.
Configuration
Config holds no secrets — only the repo set and context. Provider and auth come from the environment.
// config.json — non-sensitive (required; the server errors if it's missing)
{
"repos": [
"myorg/auth-service",
"myorg/web"
],
"contextSources": [
{
"name": "release-info",
"url": "https://example.github.io/whatever/release.json",
"description": "Extra context to consult when assembling release notes"
}
]
}
Environment (provider-agnostic, set in .env or your shell):
| Var | Purpose | Default |
|---|---|---|
TOKEN |
Auth token for the provider — never in config | (empty; ok for public repos) |
PROVIDER |
github | gitlab | gitea (overrides config) |
github |
BASE_URL |
API base — only for self-hosted GitLab / Gitea | provider default |
formaton a context source is optional — auto-detected fromContent-Type/ URL extension / content sniffing. Override only when wrong.
Token permissions
The server only ever reads releases (GET /repos/{owner}/{repo}/releases…),
so give TOKEN the minimum read scope — never write access.
| Provider | Public repos | Private repos |
|---|---|---|
| GitHub — fine-grained PAT | no token needed | Contents: Read-only (releases live under Contents), for each repo you list |
| GitHub — classic PAT | no token needed (or public_repo) |
repo scope |
| GitLab | no token needed | read_api scope |
| Gitea / Forgejo | no token needed | read:repository scope |
For GitHub, a fine-grained PAT scoped to just the repos in config.json with
Contents → Read-only is the tightest setup and is all this server requires.
The config (repos + contextSources) must come from one of two places — the server errors on startup if neither is set:
| Source | Use it for |
|---|---|
RELEASE_MCP_CONFIG_JSON |
The config as inline JSON. No file needed — ideal for uvx / MCP hubs where everything is an env var. |
RELEASE_MCP_CONFIG |
Path to a config.json file (default ./config.json). Used by the container, which mounts a real file. |
Inline JSON wins when both are set. Copy config.example.json to get started
with the file approach.
Tools
| Tool | Purpose |
|---|---|
list_repos() |
The configured repos |
list_releases(repo, limit) |
Recent releases for one repo |
get_latest_version(repo) |
Newest release for one repo |
get_release(repo, tag) |
Full notes for one tag |
compare_releases(repo, from_tag, to_tag) |
All releases between two versions |
gather_release_notes(selections[]) |
Bundle raw notes from N (repo, tag) pairs (concurrent) |
get_context(name?) |
Load configured context URLs (auto-detected format) |
Selection is dynamic — you (or Claude) pass the (repo, tag) pairs to
combine. The server's instructions tell Claude to call get_context() first.
Run
The server runs in a container over HTTP transport on localhost:8000.
First create the config and env files (both runs need them):
cp config.example.json config.json # edit repos + contextSources (no secrets)
cp .env.example .env # set TOKEN (+ PROVIDER / BASE_URL if needed)
Normal run
docker compose up -d
Local development — docker compose watch
For local dev, docker compose watch keeps the server live while you edit:
docker compose watch
| Change | Action |
|---|---|
server.py |
sync + restart — copied into the container, process restarts |
requirements.txt, Dockerfile |
rebuild — image is rebuilt automatically |
config.json |
bind-mounted (live); run docker compose restart to reload it |
Run with uvx (no clone, no container)
The server is published to PyPI, so a client can launch it on demand with
uvx — no checkout and no Docker:
uvx release-notes-mcp
uvx talks to the server over stdio (the default transport). Since there's
no file to mount, pass the config inline as JSON via RELEASE_MCP_CONFIG_JSON
(everything is env-only — ideal for MCP hubs):
RELEASE_MCP_CONFIG_JSON='{"repos":["myorg/web"],"contextSources":[]}' \
TOKEN=ghp_... uvx release-notes-mcp
Prefer a file? Point RELEASE_MCP_CONFIG at an absolute path instead
(uvx runs from an unknown working directory, so a relative path won't resolve):
RELEASE_MCP_CONFIG=/abs/path/config.json TOKEN=ghp_... uvx release-notes-mcp
Register with Claude Code
HTTP (container) — point Claude Code at the running server by its URL:
claude mcp add --transport http release-notes http://localhost:8000/mcp
stdio (uvx) — let Claude Code launch the server as a subprocess:
claude mcp add release-notes \
--env RELEASE_MCP_CONFIG=/abs/path/config.json \
--env TOKEN=ghp_... \
-- uvx release-notes-mcp
Then ask Claude: "Combine the latest releases of auth-service and web into a product release note."
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