ChangeSignal
Enables querying and analyzing changes in technology company documentation through MCP tools, including change feeds, company info, and evidence-based messaging.
README
ChangeSignal
ChangeSignal is a source-backed product-intelligence shell for tracking how technology companies change their public documentation over time.
It is designed to answer:
- What did a company ship or change?
- Which product areas are receiving the most investment?
- How quickly is each company moving?
- Which meaningful changes never appeared in the public changelog?
- What evidence can GTM, customer-success, support, and competitive-intelligence teams use in messaging?
This repository does not contain a crawler. It provides the web product, normalized ingestion contract, durable data boundaries, CLI, HTTP/OpenAPI, and MCP surfaces required to integrate an existing crawler later.
Current status
The repository is a usable, fake-safe product shell with:
- overview, change feed, evidence detail, companies, product areas, subscriptions, analytics, documentation sources, and messaging views;
- five synthetic companies and fifteen synthetic documentation changes;
- seventeen shared operations projected across web, HTTP, CLI, and MCP;
- a real MCP stdio transport;
- a versioned
crawler-change-batch.v1validation boundary; and - explicit preview or
not-configuredresponses for actions that would require persistence, delivery, crawling, or a model provider.
Fixture data is synthetic and does not represent live crawler output.
Run the web app
Requirements: Node.js 22 and pnpm 10.12.1.
pnpm install --frozen-lockfile
pnpm --dir apps/web dev --port 8421 --strictPort
Open http://127.0.0.1:8421.
Primary routes include:
/— product-intelligence overview/changes— searchable change feed/companies— monitored-company catalog/subscriptions— watchlists and digest preferences/analytics— velocity, investment areas, and changelog gaps/sources— documentation-source readiness/agents— evidence-grounded messaging analyst/api— API, CLI, and MCP catalog
CLI
pnpm changesignal overview
pnpm changesignal companies list
pnpm changesignal changes list --company relaydesk
pnpm changesignal changes get relaydesk-routing-controls
pnpm changesignal sources list --company relaydesk
pnpm changesignal messaging brief relaydesk-routing-controls
pnpm changesignal ingestion validate \
--file docs/examples/change-signal/crawler-change-batch.v1.json
pnpm changesignal mcp tools
Add --json to supported commands for the shared machine-readable operation
envelope.
MCP
Launch the stdio server with:
pnpm changesignal mcp serve
The server supports MCP initialization, tool discovery, reviewed read tools, source-mapping previews, messaging briefs, and bounded crawler-batch validation. Persistence mutations remain disabled until authentication, audit, idempotency, and storage are connected.
Integrating crawler output
The crawler owner supplies one redacted representative payload plus transport,
authentication, stable-ID, retry, replay, and snapshot-reference details. A
provider adapter then maps the native payload into crawler-change-batch.v1;
crawler-specific logic stays outside the web, CLI, MCP, capability, and workflow
layers.
See:
- Product plan
- Crawler integration handoff
- Example normalized batch
- Release evidence
- Factory evaluation and papercuts
Verification
Focused product verification:
pnpm --dir packages/change-signal test
pnpm --dir packages/change-signal typecheck
pnpm --dir apps/cli test
pnpm --dir apps/cli typecheck
pnpm --dir apps/web test
pnpm --dir apps/web typecheck
pnpm --dir apps/web build
The generated foundation retains several upstream factory verification defects.
They are documented without weakening the affected tests in
docs/factory-evaluation.md.
Architecture
web routes -> screens -> features -> blocks -> Saas UI/shared primitives
API/CLI/MCP -> shared operation registry -> capabilities/workflows
crawler provider adapter -> normalized batch -> validation -> durable owners
storage/notifications/observability -> provider adapters
The application was generated from the Maestro SaaS UI factory and then built as a product-specific shell. The factory evaluation is retained because this repository also serves as a real-world test of that application factory.
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