logly/mureo

Highlights

• Meta bidding controls. bid_strategy, bid_constraints
  (roas_average_floor), promoted_object, ad-set-level bid_amount on
  update, and is_adset_budget_sharing_enabled are now exposed on the
  Meta campaign / ad-set write tools — cost-cap, bid-cap and min-ROAS
  strategies are reachable from mureo for the first time.
• Meta targeting discovery. Two new read-only tools,
  meta_ads_targeting_search (interest catalogue by keyword) and
  meta_ads_targeting_categories (behavior / demographic / life-event
  catalogues), resolve the internal targeting IDs an ad-set targeting
  spec needs.
• System-user token auth for Live Meta apps. The configure UI now
  opens with an explicit either/or connection-method chooser and offers a
  first-class "Paste a system-user token" path, closing the dead end
  where a Live-mode Meta app can never complete browser OAuth against the
  localhost redirect. The token is validated (granted vs required scopes,
  reachable ad accounts) before it is saved, and is stored without
  app_id / app_secret so it never enters the 53-day refresh path.
• New tools: meta_ads_pixels_create and meta_ads_pages_list.
  Create a Meta Pixel on an ad account, and list the Facebook Pages the
  current token can manage (personal + business-owned).
• Bid-cap guardrails. StrategyPolicyGate gains
  max_bid_amount_per_ad_set and max_cpc_bid_per_ad_group, and plugin
  tools can now declare where they carry their proposed bid so those caps
  reach a custom argument vocabulary too.

⚠️ Breaking change

Every builtin MCP tool (all 203) now declares additionalProperties: false
on its top-level inputSchema. An unknown or misspelled parameter used to
pass validation and then get silently dropped by the handler's whitelist —
a typo like budgett became a no-op. Such a call now fails validation
with a clear error naming the offending key. If you have callers that
relied on typo-tolerance or on passing extra keys, fix them before
upgrading. Nested object properties (e.g. Meta's targeting blob) are
intentionally left open so they stay forward-compatible with the platform
Graph / GAQL sub-object surfaces.

Key fixes

• meta_ads_images_upload_file returned 400 for every file. The
  /adimages multipart upload was a dead end; the uploader now uses the
  base64 bytes form body, and Meta's error_subcode / fbtrace_id are
  surfaced instead of httpx's generic 400.
• Ad-account selection in the Meta token card is genuinely optional.
  The picker silently pre-selected the first account, and the route then
  rejected an explicit null as account_not_accessible (str(None) is
  the truthy string "None"), so the optional path was unreachable.

Added

• Meta system-user token in the configure UI. The Meta Ads authentication
  step now offers a first-class "Paste a system-user token" option next to
  Login with Facebook, closing the gap where Live-mode Meta apps cannot
  complete OAuth from the localhost configure page (Facebook rejects the
  localhost redirect on its own consent screen) and dev-mode apps cannot create
  ad creatives (Marketing API subcode 1885183). A new probe
  (validate_meta_access_token) reports the token's granted vs required scopes
  and the ad accounts it can reach; the operator validates, picks an account,
  and saves via POST /api/credentials/meta/token. A never-expiring system-user
  token is stored without app_id / app_secret so it never enters the
  53-day auto-refresh path. The Facebook-login timeout branch now points Meta
  users at this option instead of silently resetting (#458).

• Plugin bid declarations. A plugin tool can now declare where it carries
  its proposed bid in standard MCP metadata
  (_meta={"mureo": {"bid": {"cpc_bid": "<key>", "unit": "micros"}}}), so the
  built-in StrategyPolicyGate enforces max_bid_amount_per_ad_set /
  max_cpc_bid_per_ad_group on a plugin whose argument vocabulary differs from
  the built-in Meta/Google keys — closing the bid twin of the silent-
  underenforcement gap BudgetDeclaration closed for budgets (#414). The
  declaration names one or both channels (bid_amount, minor units, direct;
  cpc_bid, currency units, ÷1e6 when unit: micros), replaces the built-in
  bid scan for that tool, and feeds the same _bid_inputs fail-closed choke
  point — a present-but-unreadable declared key (inf/nan/bool/non-numeric/
  nested) denies rather than sails through. Purely additive and opt-in:
  undeclared tools keep today's behavior byte-identical.

• Bid-cap guardrails in StrategyPolicyGate. The built-in gate now
  enforces two new ## Guardrails rules alongside the budget caps:
  max_bid_amount_per_ad_set refuses a meta_ads_ad_sets_create /
  meta_ads_ad_sets_update whose bid_amount (account-currency minor units,
  identical to Meta's field) exceeds the cap, and max_cpc_bid_per_ad_group
  refuses a google_ads_ad_groups_create / google_ads_ad_groups_update
  whose cpc_bid_micros (converted from micros to currency units) exceeds the
  cap. Bids are per-auction ceilings with distinct semantics from spend
  budgets, so they get their own caps. The bid_constraints.roas_average_floor
  (a min-ROAS floor) and Google bid_modifier (a bid-adjustment multiplier)
  are not spend amounts and are deliberately not constrained. Both fields are
  optional and default to no check (backward compatible); an oversized bid
  saturates to infinity and is refused rather than silently abstained.

• Meta Ads targeting-discovery tools (meta_ads_targeting_search,
  meta_ads_targeting_categories). Two read-only tools that resolve
  Meta's internal targeting IDs needed to build an ad-set targeting
  spec. meta_ads_targeting_search searches the interest catalogue by
  keyword (query, optional limit / locale) and returns interest
  ids with audience-size bounds and path, for use in
  targeting.flexible_spec / interests. meta_ads_targeting_categories
  lists a full category catalogue for one category_class (behaviors,
  demographics, life_events, industries, income, family_statuses,
  user_device, user_os — mapped to Graph's class param) for behavior /
  demographic targeting where keyword search is unavailable. Both hit the
  API-root /search endpoint (not account-scoped) via a new
  TargetingMixin; the class name is validated at the boundary. Meta Ads
  tool count 84 → 86 (aggregate 201 → 203).

• Meta Ads bidding controls on campaign / ad-set write tools.
  meta_ads_campaigns_create and meta_ads_campaigns_update gain
  bid_strategy (LOWEST_COST_WITHOUT_CAP, LOWEST_COST_WITH_BID_CAP,
  COST_CAP, LOWEST_COST_WITH_MIN_ROAS); campaigns_create also gains
  is_adset_budget_sharing_enabled (required by Meta when creating a
  campaign without campaign budget optimization). meta_ads_ad_sets_create
  and meta_ads_ad_sets_update gain bid_strategy, bid_constraints
  (carrying roas_average_floor for the min-ROAS strategy), and
  promoted_object (the pixel/event conversion target); ad_sets_update
  additionally exposes bid_amount (previously create-only, needed when
  switching to a capped strategy). Combinations are passed through to Graph
  rather than pre-validated, with the tool descriptions documenting the
  cross-field requirements. Read paths now surface
  is_adset_budget_sharing_enabled (campaigns) and promoted_object
  (ad sets).

• meta_ads_pages_list MCP tool. Read-only listing of the Facebook
  Pages the current token can manage, aggregating personal
  (/me/accounts) and business-owned (/me/businesses → owned_pages)
  Pages. Backed by a new MetaAdsApiClient.list_pages method that shares
  the two-step page-discovery logic with get_page_access_token.

• meta_ads_pixels_create MCP tool. Creates a Meta Pixel on an ad
  account via Graph API POST /act_{ad_account_id}/adspixels with a required
  name. Returns the created pixel id. Mutating and not automatically
  reversible — pixels cannot be deleted through the Graph API — so the tool
  description recommends calling meta_ads_pixels_list first (ad accounts
  have a pixel limit) and recording the change with
  mureo_state_action_log_append. Backed by a new PixelsMixin.create_ad_pixel
  client method (previously the mixin was read-only).

Changed

• The Meta authentication step now opens with an explicit connection-method
  chooser. The step used to render the prominent "Login with Facebook"
  button with the system-user token card collapsed underneath, so operators
  running a Live Meta app — for whom browser OAuth can never succeed,
  Facebook rejects the localhost redirect — clicked the loud button anyway and
  dead-ended. The two paths are mutually exclusive alternatives, so the step
  now leads with "Choose a connection method" / "Pick one — you do not need
  both." and two selectable option cards: Paste a system-user token
  (listed first, badged Recommended: for Live apps and automation, never
  expires, no browser login) and Log in with Facebook (for
  Development-mode apps, renews about every 60 days). Nothing is preselected —
  until the operator picks, neither the OAuth button nor the token form is
  on screen — and choosing one reveals only that flow, with the token card
  already expanded. The chooser is a framework-free radiogroup (role="radio"

  • aria-checked, roving tabindex, Space/Enter, arrows and Home/End),
    switching is idempotent and preserves typed-but-unsaved token text, and the
    OAuth timeout guidance now points at the token option above. The card keeps
    its
    <details class="meta-token-card"> shape and every existing
    wizard.auth.meta_token_* key, so downstream markup hooks are unaffected.

• The ad account in the Meta system-user token card is now explicitly
  optional. After Validate, the account <select> was populated with the
  probed accounts only — no placeholder — so the browser silently pre-selected
  the first account and Save persisted it even if the operator never
  opened the dropdown. The picker now opens on a "Select an ad account
  (optional)" placeholder and carries a helper line explaining that the
  selection can be left unset when the ad account is assigned elsewhere. Saving with the placeholder selected
  posts account_id: null and writes a meta_ads block with no account_id
  key (a previously saved selection is still carried forward). Also fixes the
  route rejecting that null as account_not_accessible — str(None) is the
  truthy string "None", so the optional path was unreachable (#459).

• Internal refactor: split the plugin declaration machinery out of
  mureo.policy.strategy_gate. BudgetDeclaration, BidDeclaration, their
  registries, and the register / lookup / reset helpers now live in the new
  mureo.policy.declarations module, keeping strategy_gate.py within the
  project file-size budget. No API change: every name is re-exported from
  mureo.policy.strategy_gate, so all existing import paths remain stable.

• Strict input schemas across the entire builtin MCP tool registry.
  Every builtin tool (all 203 across Google Ads, Meta Ads, Search Console,
  rollback, analysis, mureo-context, analytics-registry, learning, and
  creative-studio) now declares additionalProperties: false on its
  top-level inputSchema. Previously an unknown or misspelled parameter
  passed server-side validation and was then silently discarded by the
  handler's whitelist — a typo like budgett became a no-op. Such a call
  now fails validation with a clear error naming the offending key.
  Breaking for any caller that relied on typo-tolerance / passing extra
  keys. Nested object properties (e.g. Meta's targeting blob) are
  intentionally left open so they stay forward-compatible with the
  platform Graph/GAQL sub-object surfaces, which evolve independently of
  mureo releases. A new enforcement test
  (tests/test_mcp_strict_input_schemas.py) guards the invariant so any
  future tool that omits it fails CI. Generalizes the earlier four-tool
  change below to the whole registry.

• Stricter input validation on the four Meta Ads campaign / ad-set write
  tools. meta_ads_campaigns_create, meta_ads_campaigns_update,
  meta_ads_ad_sets_create, and meta_ads_ad_sets_update now declare
  additionalProperties: false, so an unknown / misspelled parameter is
  rejected with a clear schema error instead of being silently dropped.

Fixed

• meta_ads_images_upload_file returned 400 for every file, and swallowed
  Meta's error detail. The ad-image uploader (upload_ad_image_file) sent the
  file as a multipart/form-data upload to Graph /adimages, which Meta
  rejected with FileTypeNotSupported (error_subcode 1487411) for every file
  regardless of format — even after the multipart body was verified to be
  provably well-formed (correct boundary, image/png part header, raw magic
  bytes, no double base64). Multipart to this endpoint is a dead end, so the
  uploader now sends the image via the base64 bytes form-body variant — the
  same shape the URL-based upload_ad_image path already uses successfully in
  production: it reads the file, base64-encodes it, and posts
  {"bytes": <base64>} as a plain form body. Separately, the method built its
  own one-off httpx.AsyncClient and called raise_for_status(), so the user
  only ever saw httpx's generic Client error '400 Bad Request' while Meta's
  real diagnostics were discarded. It now routes through the shared _request
  machinery (retries, 429/backoff and rate-limit monitoring included), and that
  machinery now surfaces error_subcode and fbtrace_id alongside the existing
  error.message, so a failed upload reports Meta's actual reason (this
  error-surfacing portion is field-confirmed working). The upload's auth shape
  also changed to match the shared machinery: the access token is no longer sent
  as an access_token form field and instead rides the Authorization: Bearer
  header only. The name parameter is retained for API compatibility but is no
  longer transmitted (the bytes variant has no documented name field).