generated: '2026-09-19'
method: derived
source: Derived by aligning the provider-published MCP tool manifest (mcp/fodda-ai-tools-manifest.json, 53 tools;
  live tools/list is OAuth-gated) with the provider-published OpenAPI 3.1 at https://api.fodda.ai/openapi.json (openapi/fodda-ai-openapi.yml,
  157 operations). Bindings are by name and documented semantics (llms-full.txt tool descriptions, the agent-skills
  references/fodda-api.md endpoint map, and the fodda-mcp CHANGELOG); confidence recorded per row.
purpose: 'Make each MCP tool a first-class discovery unit bound to the REST operation(s) that back it, so a bound
  tool inherits that operation''s parameters/requestBody as its real input contract, and so MCP-only and REST-only
  capabilities are recorded instead of silently dropped. The two surfaces are overlapping-but-non-identical projections
  of one data core: 24 tools bind to 41 REST operations, 29 tools have no public REST contract, and 116 REST operations
  (108 of them per-source supplemental snapshots) have no tool.'
surfaces:
  rest_openapi: openapi/fodda-ai-openapi.yml (source verbatim at openapi/_original/fodda-ai-openapi.json; 157 operations,
    2 component schemas)
  rest_openapi_subset: openapi/fodda-ai-context-delivery-openapi.yml (10-operation Context Delivery spec served
    from www.fodda.ai/openapi.json)
  mcp: 'https://mcp.fodda.ai/mcp (streamable-http; tools/list gated: 401 + RFC 9728 challenge)'
  mcp_copilot: https://mcp.fodda.ai/copilot (17 curated tools; gated)
  a2a: https://mcp.fodda.ai/a2a (JSONRPC; skills declared in a2a/fodda-ai-agent-card.json)
  graphql: null
crosswalk:
- tool: search_graph
  category: Search
  rest:
  - search_knowledge_graph
  binding: rest
  confidence: high
- tool: search_statistics
  category: Search
  rest:
  - search_statistics
  - quantitative_statistics__copilot_
  binding: rest
  confidence: high
- tool: search_insights
  category: Search
  rest:
  - strategic_insight_retrieval__copilot_
  binding: rest
  confidence: medium
  note: Bound to the Copilot adapter endpoint; the default-profile REST surface has no standalone insights op (search_knowledge_graph
    + get_evidence cover the same layer).
- tool: get_evidence
  category: Graph
  rest:
  - get_evidence
  - evidence_backed_grounding__copilot_
  binding: rest
  confidence: high
- tool: get_node
  category: Graph
  rest:
  - get_node_properties
  binding: rest
  confidence: high
- tool: get_neighbors
  category: Graph
  rest:
  - traverse_neighbors
  binding: rest
  confidence: high
- tool: get_label_values
  category: Graph
  rest:
  - list_label_category_values
  binding: rest
  confidence: high
- tool: list_graphs
  category: Account
  rest:
  - list_available_context_graphs
  - graph_registry_catalog
  - get_active_graphs_list
  binding: rest
  confidence: high
- tool: discover_adjacent_trends
  category: Ideation
  rest:
  - discover_adjacent_trends
  binding: rest
  confidence: high
- tool: brand_tracker
  category: Brand
  rest:
  - get_brand_intelligence_profile
  binding: rest
  confidence: high
- tool: get_domain_intelligence
  category: Intelligence
  rest:
  - domain_intelligence_parallel_search
  binding: rest
  confidence: high
- tool: get_expert_intelligence
  category: Intelligence
  rest:
  - expert_intelligence_parallel_search
  binding: rest
  confidence: high
- tool: get_report_intelligence
  category: Intelligence
  rest:
  - report_intelligence_parallel_search
  binding: rest
  confidence: high
- tool: deep_research_topic
  category: Research
  rest:
  - launch_autonomous_research_deep_dive
  binding: rest
  confidence: high
- tool: check_research_status
  category: Status
  rest:
  - check_deep_research_status
  binding: rest
  confidence: high
- tool: read_url
  category: Web
  rest:
  - url_context_extraction
  binding: rest
  confidence: high
- tool: get_supplemental_context
  category: Supplemental
  rest:
  - unified_supplemental_context
  binding: rest
  confidence: high
  note: The MCP tool is async (poll check_supplemental_status); the REST op is documented as a single request.
- tool: get_earnings_intelligence
  category: Financial
  rest:
  - earnings_call_snapshot_intelligence
  - get_earnings_top_analyst_concerns
  - get_earnings_q_a_question_themes
  - get_management_presentation_themes
  binding: rest
  confidence: medium
  note: Cross-company themes; the tool composes several snapshot endpoints server-side.
- tool: get_earnings_divergence
  category: Financial
  rest:
  - get_earnings_concerns_divergence
  binding: rest
  confidence: high
- tool: list_analysts
  category: Expert
  rest:
  - list_synthetic_expert_analysts
  - list_covered_analyst_brands
  binding: rest
  confidence: high
- tool: consult_analyst
  category: Expert
  rest:
  - consult_analyst_turn
  binding: rest
  confidence: high
- tool: manage_scheduled_reports
  category: Account
  rest:
  - create_scheduled_briefing
  - list_scheduled_briefings
  - cancel_scheduled_briefing
  - modify_scheduled_briefing
  - get_scheduled_briefing_runs
  binding: rest
  confidence: high
- tool: toggle_graph_preference
  category: Account
  rest:
  - toggle_user_preference_setting
  binding: rest
  confidence: high
- tool: update_user_profile
  category: Account
  rest:
  - set_user_research_context_profile
  binding: rest
  confidence: medium
  note: Profile/context update; the REST op sets the research context profile.
mcp_only:
- tool: get_specialist_intelligence
  category: Intelligence
  reason: Maintained in the MCP server TypeScript only (no Airtable offering row, per CHANGELOG 1.46.77); no public
    REST operation.
- tool: check_supplemental_status
  category: Status
  reason: Async status poll for get_supplemental_context; the published OpenAPI has no supplemental status operation.
- tool: get_company_earnings
  category: Financial
  reason: The skills reference names /v1/earnings/company/{ticker}, which is absent from the published OpenAPI (only
    /v1/supplemental/earnings/* is declared).
- tool: get_validated_trends
  category: Financial
  reason: Per-ticker validated trends; /v1/earnings/* paths are absent from the published OpenAPI.
- tool: consult_human_agent
  category: Expert
  reason: CHANGELOG 1.46.78 names POST /v1/human-agents/consult; not in the published OpenAPI.
- tool: verify_claim
  category: Expert
  reason: Backed by POST /v1/human-agents/consult (CHANGELOG 1.46.78); not in the published OpenAPI.
- tool: find_expert
  category: Expert
  reason: Expert routing; no public REST operation.
- tool: request_deliverable
  category: Expert
  reason: The skills reference names /v1/analysts/{id}/deliver; absent from the published OpenAPI. Account credits
    only, no SPT.
- tool: check_deliverable_status
  category: Status
  reason: Deliverable job poll; no public REST operation.
- tool: get_my_account
  category: Account
  reason: Account status / balance; no public REST operation (GET /v1/graphs/mine returns only the active graph
    list).
- tool: get_capabilities
  category: Other
  reason: Capability discovery for the connected profile; no public REST operation.
- tool: sign_up_free_account
  category: Account
  reason: /agents page names POST /api/account/b2b-provision for autonomous key provisioning; absent from the published
    OpenAPI.
- tool: send_feedback
  category: Account
  reason: Offering cards name https://mcp.fodda.ai/v1/feedback; absent from the published OpenAPI.
- tool: brainstorm_topic
  category: Ideation
  reason: Billing key "brainstorm" exists in /v1/research/pricing but no REST operation is declared.
- tool: draft_linkedin_post
  category: Content
  reason: Content composition tool; no REST operation.
- tool: draft_linkedin_article
  category: Content
  reason: Content composition tool; no REST operation.
- tool: generate_visual
  category: Visual
  reason: Visual asset generation; no REST operation.
- tool: confirm_themes
  category: Onboarding
  reason: Upload-and-compare theme confirmation; billing key "upload_compare" exists but no REST operation is declared.
- tool: get_detected_themes
  category: Onboarding
  reason: Upload-and-compare theme detection; no REST operation.
- tool: begin_expert_onboarding
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: expert_onboarding_research
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: finalize_byo_mcp_onboarding
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: get_onboarding_status
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: submit_basic_info
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: submit_expertise_analysis
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: submit_mcp_source
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: schedule_interview
  category: Onboarding
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: request_expert_intro
  category: Expert
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
- tool: get_my_earnings
  category: Other
  reason: Expert (Human Agent) onboarding / revenue-share flow exposed only through MCP; no public REST operation.
rest_only:
- operationId: v1_api_health_check
  method: GET
  path: /v1/health
  summary: V1 API health check
- operationId: validate_spt
  method: GET
  path: /v1/spt/validate
  summary: Validate SPT
- operationId: list_offerings_catalog
  method: GET
  path: /v1/offerings
  summary: List offerings catalog
- operationId: get_pricing_map
  method: GET
  path: /v1/research/pricing
  summary: Get Pricing map
- operationId: get_research_offerings_catalog
  method: GET
  path: /v1/research/offerings
  summary: Get research offerings catalog
- operationId: research_chat_turn
  method: POST
  path: /v1/research/chat
  summary: Research chat turn
- operationId: streaming_research_search
  method: GET
  path: /v1/research/stream
  summary: Streaming research search
- operationId: graph_slice_json_ld
  method: GET
  path: /v1/graph-slice
  summary: Graph slice JSON-LD
- operationId: log_search_question
  method: POST
  path: /v1/log/question
  summary: Log search question
- operationId: upgrade_account_status
  method: POST
  path: /v1/accounts/trial-upgrade
  summary: Upgrade account status
- operationId: bulk_export_query_and_usage_history
  method: GET
  path: /v1/user/usage/export
  summary: Bulk export query and usage history
- operationId: bulk_export_consolidated_invoices_and_billing_summary
  method: GET
  path: /v1/user/invoices/export
  summary: Bulk export consolidated invoices and billing summary
- operationId: bulk_export_research_briefings_and_deliverables
  method: GET
  path: /v1/user/briefings/export
  summary: Bulk export research briefings and deliverables
- operationId: get_source_chunk_content
  method: GET
  path: /v1/sources/chunks/{chunk_id}
  summary: Get source chunk content
- operationId: filtered_semantic_search
  method: POST
  path: /v1/search/filtered
  summary: Filtered semantic search
- operationId: list_search_filters_keys
  method: GET
  path: /v1/search/filters
  summary: List search filters keys
- operationId: force_registry_invalidation
  method: POST
  path: /v1/admin/invalidate-registry-cache
  summary: Force registry invalidation
- operationId: list_supplemental_sources
  method: GET
  path: /v1/supplemental/sources
  summary: List supplemental sources
- operationId: supplemental__suggest
  method: GET
  path: /v1/supplemental/suggest
  summary: 'Supplemental: suggest'
- operationId: supplemental__retail_snapshot
  method: GET
  path: /v1/supplemental/census/retail-snapshot
  summary: 'Supplemental: retail-snapshot'
- operationId: supplemental__demographics_snapshot
  method: GET
  path: /v1/supplemental/census/demographics-snapshot
  summary: 'Supplemental: demographics-snapshot'
- operationId: supplemental__economic_snapshot
  method: GET
  path: /v1/supplemental/fred/economic-snapshot
  summary: 'Supplemental: economic-snapshot'
- operationId: supplemental__pageviews
  method: GET
  path: /v1/supplemental/wikipedia/pageviews
  summary: 'Supplemental: pageviews'
- operationId: supplemental__global_snapshot
  method: GET
  path: /v1/supplemental/worldbank/global-snapshot
  summary: 'Supplemental: global-snapshot'
- operationId: supplemental__ingredient_safety
  method: GET
  path: /v1/supplemental/fda/ingredient-safety
  summary: 'Supplemental: ingredient-safety'
- operationId: supplemental__recalls
  method: GET
  path: /v1/supplemental/fda/recalls
  summary: 'Supplemental: recalls'
- operationId: supplemental__search
  method: GET
  path: /v1/supplemental/clinical-trials/search
  summary: 'Supplemental: search'
- operationId: supplemental__spending_snapshot
  method: GET
  path: /v1/supplemental/bea/spending-snapshot
  summary: 'Supplemental: spending-snapshot'
- operationId: supplemental__uk_snapshot
  method: GET
  path: /v1/supplemental/ons/uk-snapshot
  summary: 'Supplemental: uk-snapshot'
- operationId: supplemental__nl_snapshot
  method: GET
  path: /v1/supplemental/cbs/nl-snapshot
  summary: 'Supplemental: nl-snapshot'
- operationId: supplemental__pt_snapshot
  method: GET
  path: /v1/supplemental/ptdata/pt-snapshot
  summary: 'Supplemental: pt-snapshot'
- operationId: supplemental__br_snapshot
  method: GET
  path: /v1/supplemental/bcb/br-snapshot
  summary: 'Supplemental: br-snapshot'
- operationId: supplemental__pe_snapshot
  method: GET
  path: /v1/supplemental/bcrp/pe-snapshot
  summary: 'Supplemental: pe-snapshot'
- operationId: supplemental__ar_snapshot
  method: GET
  path: /v1/supplemental/arg/ar-snapshot
  summary: 'Supplemental: ar-snapshot'
- operationId: supplemental__mx_snapshot
  method: GET
  path: /v1/supplemental/banxico/mx-snapshot
  summary: 'Supplemental: mx-snapshot'
- operationId: supplemental__hn_snapshot
  method: GET
  path: /v1/supplemental/bch/hn-snapshot
  summary: 'Supplemental: hn-snapshot'
- operationId: supplemental__au_snapshot
  method: GET
  path: /v1/supplemental/abs/au-snapshot
  summary: 'Supplemental: au-snapshot'
- operationId: supplemental__eu_snapshot
  method: GET
  path: /v1/supplemental/eurostat/eu-snapshot
  summary: 'Supplemental: eu-snapshot'
- operationId: supplemental__ea_snapshot
  method: GET
  path: /v1/supplemental/ecb/ea-snapshot
  summary: 'Supplemental: ea-snapshot'
- operationId: supplemental__euro_snapshot
  method: GET
  path: /v1/supplemental/ecb/euro-snapshot
  summary: 'Supplemental: euro-snapshot'
- operationId: supplemental__region_snapshot
  method: GET
  path: /v1/supplemental/nordic/region-snapshot
  summary: 'Supplemental: region-snapshot'
- operationId: supplemental__snapshot
  method: GET
  path: /v1/supplemental/nordic/snapshot
  summary: 'Supplemental: snapshot'
- operationId: supplemental__au_rates
  method: GET
  path: /v1/supplemental/rba/au-rates
  summary: 'Supplemental: au-rates'
- operationId: supplemental__de_snapshot
  method: GET
  path: /v1/supplemental/bundesbank/de-snapshot
  summary: 'Supplemental: de-snapshot'
- operationId: supplemental__es_snapshot
  method: GET
  path: /v1/supplemental/ine/es-snapshot
  summary: 'Supplemental: es-snapshot'
- operationId: supplemental__fr_snapshot
  method: GET
  path: /v1/supplemental/insee/fr-snapshot
  summary: 'Supplemental: fr-snapshot'
- operationId: supplemental__ch_snapshot
  method: GET
  path: /v1/supplemental/snb/ch-snapshot
  summary: 'Supplemental: ch-snapshot'
- operationId: supplemental__swiss_snapshot
  method: GET
  path: /v1/supplemental/snb/swiss-snapshot
  summary: 'Supplemental: swiss-snapshot'
- operationId: supplemental__pacific_snapshot
  method: GET
  path: /v1/supplemental/pdh/pacific-snapshot
  summary: 'Supplemental: pacific-snapshot'
- operationId: supplemental__qa_snapshot
  method: GET
  path: /v1/supplemental/qatar/qa-snapshot
  summary: 'Supplemental: qa-snapshot'
- operationId: supplemental__bh_snapshot
  method: GET
  path: /v1/supplemental/bahrain/bh-snapshot
  summary: 'Supplemental: bh-snapshot'
- operationId: supplemental__il_snapshot
  method: GET
  path: /v1/supplemental/boi/il-snapshot
  summary: 'Supplemental: il-snapshot'
- operationId: supplemental__in_snapshot
  method: GET
  path: /v1/supplemental/india/in-snapshot
  summary: 'Supplemental: in-snapshot'
- operationId: supplemental__za_snapshot
  method: GET
  path: /v1/supplemental/sarb/za-snapshot
  summary: 'Supplemental: za-snapshot'
- operationId: supplemental__my_snapshot
  method: GET
  path: /v1/supplemental/bnm/my-snapshot
  summary: 'Supplemental: my-snapshot'
- operationId: supplemental__hk_snapshot
  method: GET
  path: /v1/supplemental/hkma/hk-snapshot
  summary: 'Supplemental: hk-snapshot'
- operationId: supplemental__jp_snapshot
  method: GET
  path: /v1/supplemental/estat/jp-snapshot
  summary: 'Supplemental: jp-snapshot'
- operationId: supplemental__kr_snapshot
  method: GET
  path: /v1/supplemental/bok/kr-snapshot
  summary: 'Supplemental: kr-snapshot'
- operationId: supplemental__th_snapshot
  method: GET
  path: /v1/supplemental/bot/th-snapshot
  summary: 'Supplemental: th-snapshot'
- operationId: supplemental__ca_snapshot
  method: GET
  path: /v1/supplemental/boc/ca-snapshot
  summary: 'Supplemental: ca-snapshot'
- operationId: supplemental__id_snapshot
  method: GET
  path: /v1/supplemental/bps/id-snapshot
  summary: 'Supplemental: id-snapshot'
- operationId: supplemental__ph_snapshot
  method: GET
  path: /v1/supplemental/psa/ph-snapshot
  summary: 'Supplemental: ph-snapshot'
- operationId: supplemental__sg_snapshot
  method: GET
  path: /v1/supplemental/sg/sg-snapshot
  summary: 'Supplemental: sg-snapshot'
- operationId: supplemental__cl_snapshot
  method: GET
  path: /v1/supplemental/bcch/cl-snapshot
  summary: 'Supplemental: cl-snapshot'
- operationId: supplemental__cn_snapshot
  method: GET
  path: /v1/supplemental/cn/cn-snapshot
  summary: 'Supplemental: cn-snapshot'
- operationId: supplemental__us_snapshot
  method: GET
  path: /v1/supplemental/socrata/us-snapshot
  summary: 'Supplemental: us-snapshot'
- operationId: supplemental___citykey_
  method: GET
  path: /v1/supplemental/socrata/city/{cityKey}
  summary: 'Supplemental: {cityKey}'
- operationId: supplemental__portals
  method: GET
  path: /v1/supplemental/socrata/portals
  summary: 'Supplemental: portals'
- operationId: supplemental__health_data
  method: GET
  path: /v1/supplemental/cdc/health-data
  summary: 'Supplemental: health-data'
- operationId: supplemental__research_trends
  method: GET
  path: /v1/supplemental/pubmed/research-trends
  summary: 'Supplemental: research-trends'
- operationId: supplemental__trade_snapshot
  method: GET
  path: /v1/supplemental/wto/trade-snapshot
  summary: 'Supplemental: trade-snapshot'
- operationId: supplemental__openfoodfacts
  method: GET
  path: /v1/supplemental/openfoodfacts
  summary: 'Supplemental: openfoodfacts'
- operationId: supplemental__ridb
  method: GET
  path: /v1/supplemental/ridb
  summary: 'Supplemental: ridb'
- operationId: supplemental__osm
  method: GET
  path: /v1/supplemental/osm
  summary: 'Supplemental: osm'
- operationId: supplemental__google_trends
  method: GET
  path: /v1/supplemental/google-trends
  summary: 'Supplemental: google-trends'
- operationId: supplemental__amazon
  method: GET
  path: /v1/supplemental/amazon
  summary: 'Supplemental: amazon'
- operationId: supplemental__ers_snapshot
  method: GET
  path: /v1/supplemental/usda/ers-snapshot
  summary: 'Supplemental: ers-snapshot'
- operationId: supplemental__nass_snapshot
  method: GET
  path: /v1/supplemental/usda/nass-snapshot
  summary: 'Supplemental: nass-snapshot'
- operationId: supplemental__fdc_search
  method: GET
  path: /v1/supplemental/usda/fdc-search
  summary: 'Supplemental: fdc-search'
- operationId: supplemental__ams_snapshot
  method: GET
  path: /v1/supplemental/usda/ams-snapshot
  summary: 'Supplemental: ams-snapshot'
- operationId: supplemental__bestbuy
  method: GET
  path: /v1/supplemental/bestbuy
  summary: 'Supplemental: bestbuy'
- operationId: supplemental__brand_intelligence
  method: GET
  path: /v1/supplemental/tripadvisor/brand-intelligence
  summary: 'Supplemental: brand-intelligence'
- operationId: supplemental__hygiene
  method: GET
  path: /v1/supplemental/fsa/hygiene
  summary: 'Supplemental: hygiene'
- operationId: supplemental__profile
  method: GET
  path: /v1/supplemental/companies-house/profile
  summary: 'Supplemental: profile'
- operationId: supplemental__survey_data
  method: GET
  path: /v1/supplemental/pew/survey-data
  summary: 'Supplemental: survey-data'
- operationId: supplemental__attitudes_snapshot
  method: GET
  path: /v1/supplemental/pew/attitudes-snapshot
  summary: 'Supplemental: attitudes-snapshot'
- operationId: supplemental__research_influence
  method: GET
  path: /v1/supplemental/semantic-scholar/research-influence
  summary: 'Supplemental: research-influence'
- operationId: supplemental__context
  method: POST
  path: /v1/supplemental/sports/context
  summary: 'Supplemental: context'
- operationId: supplemental__nl_buurt
  method: GET
  path: /v1/supplemental/cbs/nl-buurt
  summary: 'Supplemental: nl-buurt'
- operationId: supplemental__bag_snapshot
  method: GET
  path: /v1/supplemental/pdok/bag-snapshot
  summary: 'Supplemental: bag-snapshot'
- operationId: supplemental__nl_crime
  method: GET
  path: /v1/supplemental/cbs/nl-crime
  summary: 'Supplemental: nl-crime'
- operationId: supplemental__tract_snapshot
  method: GET
  path: /v1/supplemental/acs/tract-snapshot
  summary: 'Supplemental: tract-snapshot'
- operationId: supplemental__eonet
  method: GET
  path: /v1/supplemental/nasa/eonet
  summary: 'Supplemental: eonet'
- operationId: supplemental__power
  method: GET
  path: /v1/supplemental/nasa/power
  summary: 'Supplemental: power'
- operationId: supplemental__techtransfer
  method: GET
  path: /v1/supplemental/nasa/techtransfer
  summary: 'Supplemental: techtransfer'
- operationId: supplemental__crime_snapshot
  method: GET
  path: /v1/supplemental/fbi/crime-snapshot
  summary: 'Supplemental: crime-snapshot'
- operationId: supplemental__census_snapshot
  method: GET
  path: /v1/supplemental/statcan/census-snapshot
  summary: 'Supplemental: census-snapshot'
- operationId: supplemental__neighbourhood_snapshot
  method: GET
  path: /v1/supplemental/ons/neighbourhood-snapshot
  summary: 'Supplemental: neighbourhood-snapshot'
- operationId: supplemental__aqhi_snapshot
  method: GET
  path: /v1/supplemental/msc/aqhi-snapshot
  summary: 'Supplemental: aqhi-snapshot'
- operationId: supplemental__market_snapshot
  method: POST
  path: /v1/supplemental/finance/market-snapshot
  summary: 'Supplemental: market-snapshot'
- operationId: supplemental__probe
  method: POST
  path: /v1/supplemental/admin/probe
  summary: 'Supplemental: probe'
a2a_skills_to_tools:
- skill: brand-intelligence
  tools:
  - brand_tracker
- skill: trend-search
  tools:
  - search_graph
- skill: deep-research
  tools:
  - deep_research_topic
  - check_research_status
- skill: earnings-intelligence
  tools:
  - get_earnings_intelligence
  - get_earnings_divergence
- skill: per-ticker-earnings
  tools:
  - get_company_earnings
  - get_validated_trends
- skill: expert-consult
  tools:
  - consult_analyst
  - consult_human_agent
- skill: commissioned-deliverable
  tools:
  - request_deliverable
  - check_deliverable_status
coverage:
  mcp_tools: 53
  tools_bound_to_rest: 24
  tools_mcp_only: 29
  rest_operations: 137
  rest_operations_bound: 36
  rest_operations_unbound: 101
  rest_unbound_supplemental_snapshots: 84