* feat(api): surface the registry's worked examples in the OpenAPI spec and generated skill EndpointDefinition.example is required and every one of the 125 v1 endpoints populates example.response, but generateOpenApiSpec() never emitted it. The examples reached only the docs markdown builder, so /api/v1/openapi.json carried none and the generated skills/accounted-api had zero json blocks in all 12 reference files: every agent reading the spec or installing the skill got schemas with no concrete body. Emit example on the application/json media types (request body and 200 response) and teach the portable renderOperationMd to print it as a fenced json block. 178 worked examples now reach the skill. SKILL.md is unchanged: the examples land in the on-demand reference files, not the entry file. Attached to JSON media types only, so a multipart body and a binary application/pdf response do not advertise an example they cannot send. Adds the one missing example.request (currency-revaluation) so the new exhaustive coverage assertions hold. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * fix(api): emit Retry-After on a v1 429 so the documented contract is real The published accounted-api skill has told agents to honor Retry-After on a 429 since it shipped, but no /api/v1 route ever sent one: the wrapper's auth failure path early-returns through v1ErrorResponseFromCode, whose finalize() set only X-Request-Id and Gnubok-Version. Unattended clients had nothing to pace against and had to back off blindly. 60 seconds is an exact upper bound rather than a guess: the rate limiter is a fixed one-minute tumbling window per key row and the limited branch does not slide it. The value moves into an exported constant next to that limiter, so the MCP server's hardcoded '60' now reads from the same place. Also corrects the withApiV1 doc comment, which claimed step 8 stamps X-RateLimit-Limit. It never did. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * test(mcp): guard the tools/list payload for the namespace new installs get The payload ratchet only ever serialized the gnubok_* projection. The accounted_* projection is inherently larger (every tool reference gains 3 chars, ~209 tokens across the default catalog) and CLAUDE.md points new MCP installs at exactly that namespace, so the payload a new user's client receives was never measured. It had already drifted ~90 tokens past the 63.4K ceiling while the guarded number sat comfortably under it. Measure both and assert on the larger. The ceiling moves to 63.6K to cover the real worst case; this buys no new catalog surface. A second test pins the direction of the delta so Math.max cannot silently stop describing reality. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> * feat(mcp): make search-only read tools reachable, and put the payload ceiling into reverse DECISIONS.md records on 2026-08-26 that gnubok_reconcile_match had to be promoted back into the default catalog because "a search-only tool is uncallable on Claude.ai". That is a client-side limit, not a server one: the tools/call dispatcher has always resolved names against the whole tools array, and isDefaultCatalogTool gates only what tools/list shows. So catalogVisibility: 'search' was unusable as a payload lever for reads, and the ceiling could only ever go up. gnubok_call_tool gives such a client one visible name to forward through. It is a rewrite in the dispatcher rather than a forwarding wrapper: {tool, arguments} is rebound to the inner tool BEFORE resolution, so the scope check, unknown-argument guard, company routing, test-key write block, staging _meta and telemetry all apply to the real target instead of being bypassed. Reads only; a write must be named directly so its approval contract stays visible. Alongside it, gnubok_get_agent_briefing's outputSchema drops 7743 to 4565 chars. Four sub-schemas whose interiors were documentation rather than contract are condensed to a permissive object plus a fuller description; agent-briefing.test.ts already pins their runtime shape, so nothing is left unguarded. Net on the guarded (accounted) projection: 63 491 to 62 942 tokens, with the new tool included. The ceiling moves 63.6K DOWN to 63.1K, the first tightening in that ledger, and the note now says to demote a read before proposing a bump. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Jakob Wennberg <311770904+jakobwennberg-oss@users.noreply.github.com> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Accounted MCP server
JSON-RPC 2.0 server exposing the Accounted bookkeeping engine to MCP clients (Claude Desktop, Claude Code, etc.). Endpoint: /api/extensions/ext/mcp-server/mcp. Add ?tool_namespace=accounted for the Accounted tool names. Requests without it retain the legacy Gnubok namespace. OAuth and stdio bridges live alongside the API surface: see app/api/mcp-oauth/, packages/accounted-mcp/, and the compatibility package in packages/gnubok-mcp/.
Tool authoring contract
Enforced by tests in __tests__/: these are not style preferences, they're guard rails.
additionalProperties: falseon everyinputSchema. Guarded bystrict-schemas.test.ts. Forces clear rejections on hallucinated fields instead of silent ignores.- Descriptions ≤ 280 chars. Guarded by
output-schema.test.ts. NoArgs:/Returns:/Examples:prose: those belong in JSON Schema. Use agent-native hints ("Use to…", "Call X first", "HIGH risk"). - Staged-operation envelope for write tools:
outputSchema: STAGED_OPERATION_SCHEMA(server.ts). Fields:staged, risk_level, actor, message, preview, period_status?, next?. Thestaged: trueboolean is the explicit completion signal; agents must not infer completion from prose. Do NOT introduce a parallel{ success, shouldContinue, output }envelope. period_statusthreading: any tool that ties to a fiscal-period-bound date (categorize, mark paid, create voucher, correct/reverse entry, approve supplier invoice) passesdateForPeriodChecktostagePendingOperation. Response then includesperiod_status: { period_id, status: open|locked|closed, lock_date }so widgets and agents disable writes without round-trips.- Scope mapping: every new tool needs an entry in
lib/auth/api-keys.tsTOOL_SCOPE_MAP. Missing entries default to deny. - Tests for new write tools: add staging-gate coverage to
__tests__/voucher-tools.test.ts(or a sibling) plus executor coverage tolib/pending-operations/__tests__/voucher-executors.test.tsif the tool stages a newoperation_type.
Determinism / cache stability
Tool definitions (name, description, inputSchema, outputSchema, annotations) are declared as static object literals at module load: no timestamps, no UUIDs, no Date/Math.random in the definition layer. This makes the tools/list JSON payload byte-stable across requests, which lets agent-side prompt caches stay warm. Do not introduce per-request non-determinism into the definitions block. Anything time-bound or random belongs inside execute().
For internal Anthropic API usage (the SDK is called from lib/ai/provider.ts and lib/ai/services/anthropic-family.ts; features such as extensions/general/invoice-inbox/lib/extract-invoice-fields.ts go through getAiService() in lib/ai rather than the SDK directly): annotate stable prefixes with cache_control: { type: 'ephemeral' } and log usage.cache_read_input_tokens for hit-ratio observability. The 1h TTL from the agent-native API plan (item 10) requires the direct Anthropic API; Accounted's Bedrock path defaults to a shorter TTL.
Payload-size watchdog
payload-size.bench.test.ts enforces a tools/list JSON payload ceiling. If the test fires, the right answer is rarely "raise the ceiling". Instead, trim descriptions or set specialized wide tools to catalogVisibility: 'search'. Those tools remain discoverable with full schemas through gnubok_search_tools and callable through tools/call without bloating the default catalog.
Where things live
server.ts: the tools array + JSON-RPC dispatchertool-result.ts:withNext(),toToolError()response helpersresources/: read-onlyAccounted://URIs, registered inresources/index.ts:company/current,period/active,recent-activity,capabilities,attention,chart-of-accounts,settings/vat-treatments,booking-templates,ledger/context,reconciliation/summarywidgets/: inline HTML widgets (receipt-matcher, vat-review, pending-operations)prompts/: slash-command-style promptsskills/: domain-knowledge skill bodies served viagnubok_load_skillpublic-tools.ts: lazy authentication (issue #1814).ANONYMOUS_METHODS(initialize, ping, tools/prompts/resources listing) and the threePUBLIC_TOOLS(gnubok_search_tools,gnubok_list_skills,gnubok_load_skill) answer without credentials, rate-limited per truncated IP; every othertools/callgets a transport-level 401 +WWW-AuthenticatefromhandleMcpRequestinserver.ts, which is the challenge clients turn into their Connect prompttasks.ts: MCP Tasks extension (io.modelcontextprotocol/tasks): durable handles for long-running tool calls, rows inmcp_tasks(service-role writes only)origin-guard.ts: Origin-header validation on the Streamable HTTP endpoint (DNS-rebinding defence required by the MCP spec)staging-pii-guard.ts: refuses a plaintext personnummer in stagedpending_operationsparams/preview, so every staging tool inherits the encrypt-at-staging ruletool-namespace.ts:?tool_namespace=accountedhandling (accounted_*aliases for the canonicalgnubok_*ids)__tests__/: strictness guards + per-tool coverage