Export opportunities

export_opportunities Export opportunity library records under the same filters as list_opportunities, as JSONL (one record per line) or CSV (documented column order, list fields as JSON cells), with exactly the fields the read returns and nothing added. Bounded per call; continue with the returned cursor. The coverage block travels with every export so what leaves is dated and scope-stated.

Available in the deployed MCP and HTTP bundle. Confirm access and inputs with your connected catalog. Workspace scopes and enabled providers still apply.

Access	Behavior
`discovery:read`	Reads saved data

This read does not start a verification job.

Example request

Connect through MCP, CLI, or HTTP. Replace example identifiers with records from your workspace.

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "export_opportunities",
    "arguments": {
      "niche": "us-probate",
      "format": "csv",
      "limit": 500
    }
  }
}

agentlinkops call export_opportunities --args '{"niche":"us-probate","format":"csv","limit":500}'

curl "$AGENTLINKOPS_API_URL/v1/commands/export_opportunities" \
  -H "Authorization: Bearer $AGENTLINKOPS_API_KEY" \
  -H 'Content-Type: application/json' \
  --data '{"niche":"us-probate","format":"csv","limit":500}'

Returned result

Illustrative data validated against the documented response schema. IDs and dates are examples, not a live account capture. MCP returns this data in structuredContent and in a text content block; generic HTTP and CLI return the JSON result directly.

Full response example

{
  "schema_version": 1,
  "read_at": "2026-09-16T12:00:00.000Z",
  "freshness_basis": {
    "now": "2026-09-16T12:00:00.000Z",
    "window_days": 90,
    "aging_from_day": 60
  },
  "absence_claim": "not_supported",
  "whole_web_coverage": false,
  "absence_note": "A surface missing from this result is a surface the library did not read. Nothing here says a surface has no opportunity.",
  "coverage": [
    {
      "schema_version": 1,
      "niche": {
        "id": "us-probate",
        "label": "US probate and estate settlement"
      },
      "source_class": "owned_corpus",
      "run_id": "run_probate_2026_09_11",
      "generated_at": "2026-09-15T21:16:04.339Z",
      "scope": "2000 pages attempted and 1993 fetched across 25 named publishers, direct fetch under robots. A page absent from this list was not read or did not meet the rule.",
      "pages_read": 1993,
      "hosts_read": 25,
      "records_emitted": 722,
      "absence_claim": "not_supported",
      "whole_web_coverage": false
    }
  ],
  "format": "jsonl",
  "filters": {
    "niche": "us-probate",
    "opportunityType": null,
    "status": null,
    "routeState": null,
    "freshness": null,
    "sourceClass": null,
    "updatedSince": null
  },
  "ordering": "dates.updated_at descending, then record_id; never by authority, traffic or rel tokens",
  "limit": 500,
  "columns": null,
  "rows": 1,
  "content": "{\"schema_version\":1,\"record_id\":\"opp_us-probate_3f9c1d2a7b6e4c01\",\"status\":\"held\",\"niche\":{\"id\":\"us-probate\",\"label\":\"US probate and estate settlement\"},\"opportunity_type\":\"link_insertion\",\"type_basis\":\"heuristic\",\"subject\":{\"host\":\"guides.example.gov\",\"page_url\":\"https://guides.example.gov/legal-research-for-beginners\",\"route_url\":null,\"surface\":null},\"observed\":{\"rel_tokens\":[],\"indexing\":\"indexable\",\"cost_basis\":\"unknown\",\"audience_statement\":null,\"cited_destinations\":[{\"host\":\"www.example.org\",\"referring_pages\":5,\"publishers_linking\":3}],\"ai_citation\":null},\"contact_route\":{\"class\":\"none_observed\",\"deliverability\":\"not_checked\",\"observed_at\":null},\"eligibility\":{\"gates\":[{\"gate\":\"owned_observation\",\"verdict\":\"satisfied\",\"because\":\"corpus_crawl_run_probate_2026_09_11\",\"observed_at\":\"2026-09-11T12:51:36.033Z\"},{\"gate\":\"redistribution_safe_fields\",\"verdict\":\"agent_judgement\",\"because\":\"not_observable_by_infrastructure\",\"observed_at\":null},{\"gate\":\"route_evidence\",\"verdict\":\"satisfied\",\"because\":\"editorial_outbound_link_observed\",\"observed_at\":\"2026-09-11T12:51:36.033Z\"},{\"gate\":\"re_verified_within_window\",\"verdict\":\"satisfied\",\"because\":\"verifier_present_2026-09-15\",\"observed_at\":\"2026-09-15T09:02:11.000Z\"},{\"gate\":\"policy_screen\",\"verdict\":\"agent_judgement\",\"because\":\"not_observable_by_infrastructure\",\"observed_at\":null},{\"gate\":\"no_contact_enrichment\",\"verdict\":\"satisfied\",\"because\":\"no_contact_fields_exist\",\"observed_at\":\"2026-09-15T09:02:11.000Z\"}]},\"verification\":{\"route_state\":\"unverified\",\"listing_state\":\"present\",\"last_verified_at\":\"2026-09-15T09:02:11.000Z\",\"next_due_at\":\"2026-12-14T09:02:11.000Z\",\"window_days\":90,\"unknown_streak\":0,\"reason\":null},\"provenance\":{\"source_class\":\"owned_corpus\",\"run_id\":\"run_probate_2026_09_11\",\"seed_reason\":\"editorial_citation_share_rule_lt_0.20\",\"consent_ref\":null,\"first_seen_at\":\"2026-09-11T12:51:36.033Z\",\"last_seen_at\":\"2026-09-15T09:02:11.000Z\"},\"rights\":{\"basis\":\"owned_observation_of_public_page\",\"redistributable\":true,\"excluded_inputs_attested\":true,\"takedown_route\":\"withdraw_on_request\"},\"evidence\":[{\"observed_at\":\"2026-09-11T12:51:36.033Z\",\"observer\":\"corpus_crawl\",\"outcome\":\"fetched\",\"reason\":null,\"page_url\":\"https://guides.example.gov/legal-research-for-beginners\",\"http_status\":200,\"sha256\":null,\"complete\":true,\"run_id\":\"run_probate_2026_09_11\",\"checker_version\":null,\"rel_tokens\":[],\"anchor\":\"How to research a legal problem\"},{\"observed_at\":\"2026-09-15T09:02:11.000Z\",\"observer\":\"verifier\",\"outcome\":\"present\",\"reason\":null,\"page_url\":\"https://guides.example.gov/legal-research-for-beginners\",\"http_status\":200,\"sha256\":\"0000000000000000000000000000000000000000000000000000000000000000\",\"complete\":true,\"run_id\":null,\"checker_version\":\"verifier-2026-09-11\",\"rel_tokens\":[],\"anchor\":\"How to research a legal problem\"}],\"dates\":{\"created_at\":\"2026-09-15T09:02:11.000Z\",\"updated_at\":\"2026-09-15T09:02:11.000Z\",\"last_observed_at\":\"2026-09-15T09:02:11.000Z\"},\"withdrawal\":null,\"freshness\":\"fresh\"}\n",
  "has_more": false,
  "next_cursor": null,
  "fields_note": "Every exported record carries exactly the fields list_opportunities returns for the same filters, including read-time freshness; nothing is added and nothing is dropped."
}

Input fields

Omit optional fields when you do not want to supply them. Null is accepted only where listed. Unknown input properties are rejected.

Field	Type	Presence	Meaning and constraints
`niche`	string	Optional	Niche id from the library niche table, such as us-probate. Omit to read every niche. maxLength: 64; pattern: ”^[a-z0-9-]+$“
`opportunityType`	string	Optional	How a link would be earned on the surface: one of the six library opportunity types. values: “directory”, “resource_page”, “listicle_or_review”, “guest_post_program”, “link_insertion”, “ai_citation_source”
`status`	string	Optional	Record status: held, published or withdrawn. Records are never deleted, so withdrawn records remain readable with their reason. values: “held”, “published”, “withdrawn”
`routeState`	string	Optional	Route verification state: verified (route page read and states the route), partial (renders client-side) or unverified (could not be read). values: “verified”, “partial”, “unverified”
`freshness`	string	Optional	Age of the last verification against the fixed 90-day window: fresh (under 60 days), aging (60 to 90 days) or stale (over 90 days or never verified). Computed at read time. values: “fresh”, “aging”, “stale”
`sourceClass`	string	Optional	Provenance source class, which decides redistribution rights per class, never per row. values: “owned_corpus”, “directory_inventory”, “cc_host_graph_seed”, “consented_project_lane”, “owned_submission”
`updatedSince`	string	Optional	ISO 8601 timestamp; only records whose dates.updated_at is at or after this instant are returned. format: “date-time”; pattern: ”^(?:(?:\d\d[2468][048]\|\d\d[13579][26]\|\d\d0[48]\|[02468][048]00\|[13579][26]00)-02-29\|\d{4}-(?:(?:0[13578]\|1[02])-(?:0[1-9]\|[12]\d\|3[01])\|(?:0[469]\|11)-(?:0[1-9]\|[12]\d\|30)\|(?:02)-(?:0[1-9]\|1\d\|2[0-8])))T(?:(?:[01]\d\|2[0-3]):[0-5]\d:[0-5]\d(?:\.\d+)?(?:Z\|(+-:[0-5]\d)))$“
`format`	string	Required	jsonl returns one JSON record per line; csv returns the same records flattened to the documented column order. values: “jsonl”, “csv”
`cursor`	string	Optional	Opaque continuation returned by this same listing with the same filters; omit for the first page. minLength: 1; maxLength: 1024
`limit`	integer	Optional	Maximum records in this export call, 1 to 1000; defaults to 500. Continue with the returned cursor for the rest. minimum: 1; maximum: 1000; default: 500

Validation and omitted values

The export carries exactly the fields list_opportunities returns for the same filters, including read-time freshness; nothing is added and nothing is dropped. jsonl is one JSON record per line. csv uses the documented columns in order, one per dotted record path; rel_tokens, cited_destinations, ai_citation, gates, evidence and withdrawal are one JSON-encoded cell each so a row round-trips exactly. Bounded to 1000 records per call; follow next_cursor with the same filters for the rest. The coverage block travels with every call so what leaves is dated and scope-stated. What you export is yours to keep; the library adds no lock-in.

Defaults when omitted

Field	Default
`limit`	`500`

Output fields

Fields inside optional or nullable parents apply only when that parent exists. Common schema conventions explain evidence states, empty lists and extensions.

schema_version (number, required): must equal 1
read_at (string, required): UTC timestamp the read used for freshness.
freshness_basis (object, required).
absence_claim (string, required): not_supported: missing dataset rows cannot prove link absence. must equal “not_supported”
whole_web_coverage (boolean, required): False: these results do not measure the whole web. must equal false
absence_note (string, required): Plain statement that a surface missing from this result was not read; it is never evidence that no opportunity exists.
coverage (array, required): Dataset scope and completeness, including limits on what these results establish.
format (string, required): values: “jsonl”, “csv”
filters (object, required).
ordering (string, required): How the page is ordered: by update time then record id, never by authority, traffic or rel tokens.
limit (number, required).
columns (array / null, required).
rows (number, required): Records in this export call, bounded by limit; continue with next_cursor.
content (string, required): The exported text: one JSON record per line for jsonl, or header plus one row per record for csv.
has_more (boolean, required): True when another page is available.
next_cursor (string / null, required): Opaque continuation for the same listing; null means no further page.
fields_note (string, required): Statement that the export carries exactly the fields the read returns for the same filters.

All fields and nested objects

Field	Type	Presence	Meaning and constraints
`schema_version`	number	Required	must equal 1
`read_at`	string	Required	UTC timestamp the read used for freshness.
`freshness_basis`	object	Required
`freshness_basis.now`	string	Required
`freshness_basis.window_days`	number	Required	must equal 90
`freshness_basis.aging_from_day`	number	Required	must equal 60
`absence_claim`	string	Required	not_supported: missing dataset rows cannot prove link absence. must equal “not_supported”
`whole_web_coverage`	boolean	Required	False: these results do not measure the whole web. must equal false
`absence_note`	string	Required	Plain statement that a surface missing from this result was not read; it is never evidence that no opportunity exists.
`coverage`	array	Required	Dataset scope and completeness, including limits on what these results establish.
`coverage[].schema_version`	number	Required	must equal 1
`coverage[].niche`	object	Required	additional fields rejected
`coverage[].niche.id`	string	Required	Resource identifier returned by the operation. maxLength: 64; pattern: ”^[a-z0-9-]+$“
`coverage[].niche.label`	string	Required	maxLength: 120
`coverage[].source_class`	string	Required	values: “owned_corpus”, “directory_inventory”, “cc_host_graph_seed”, “consented_project_lane”, “owned_submission”
`coverage[].run_id`	string / null	Required	Identifier returned by the related operation.
`coverage[].generated_at`	string	Required	format: “date-time”; pattern: ”^(?:(?:\d\d[2468][048]\|\d\d[13579][26]\|\d\d0[48]\|[02468][048]00\|[13579][26]00)-02-29\|\d{4}-(?:(?:0[13578]\|1[02])-(?:0[1-9]\|[12]\d\|3[01])\|(?:0[469]\|11)-(?:0[1-9]\|[12]\d\|30)\|(?:02)-(?:0[1-9]\|1\d\|2[0-8])))T(?:(?:[01]\d\|2[0-3]):[0-5]\d:[0-5]\d(?:\.\d+)?(?:Z\|(+-:[0-5]\d)))$“
`coverage[].scope`	string	Required	maxLength: 600
`coverage[].pages_read`	integer	Required	minimum: 0; maximum: 9007199254740991
`coverage[].hosts_read`	integer	Required	minimum: 0; maximum: 9007199254740991
`coverage[].records_emitted`	integer	Required	minimum: 0; maximum: 9007199254740991
`coverage[].absence_claim`	string	Required	not_supported: missing dataset rows cannot prove link absence. must equal “not_supported”
`coverage[].whole_web_coverage`	boolean	Required	False: these results do not measure the whole web. must equal false
`format`	string	Required	values: “jsonl”, “csv”
`filters`	object	Required
`filters.niche`	string / null	Required
`filters.opportunityType`	string / null	Required
`filters.status`	string / null	Required	Resource lifecycle status.
`filters.routeState`	string / null	Required
`filters.freshness`	string / null	Required
`filters.sourceClass`	string / null	Required
`filters.updatedSince`	string / null	Required
`ordering`	string	Required	How the page is ordered: by update time then record id, never by authority, traffic or rel tokens.
`limit`	number	Required
`columns`	array / null	Required
`rows`	number	Required	Records in this export call, bounded by limit; continue with next_cursor.
`content`	string	Required	The exported text: one JSON record per line for jsonl, or header plus one row per record for csv.
`has_more`	boolean	Required	True when another page is available.
`next_cursor`	string / null	Required	Opaque continuation for the same listing; null means no further page.
`fields_note`	string	Required	Statement that the export carries exactly the fields the read returns for the same filters.

Download input schema · Download output schema

Errors and retries

The command is annotated idempotent. Reuse an accepted idempotency key when the input provides one; changing the payload under a reused key can conflict. See error recovery for status, scope, cooldown, cursor and retry handling. Unknown observations are result data and do not establish loss.

HTTP resource routes

These existing resource routes share the operation’s domain behavior. Their parameter placement, status and response envelope can differ from generic invocation. See HTTP route details.

Method and route	Success	Details
`GET /v1/library/opportunities/export`	200	Remaining read arguments go in query parameters. The answer is the same JSON envelope as the command; the exported text is its content field.

Continue

list_opportunities Follow the related workflow, inspect capability status, or return to the command index.

Overview

MCP, CLI and API commands

CLI client

HTTP and events

Optional local workflows

Example request

Returned result

Input fields

Validation and omitted values

Defaults when omitted

Output fields

Errors and retries

HTTP resource routes

Continue

​Example request

​Returned result

​Input fields

​Validation and omitted values

​Defaults when omitted

​Output fields

​Errors and retries

​HTTP resource routes

​Continue

Example request

Returned result

Input fields

Validation and omitted values

Defaults when omitted

Output fields

Errors and retries

HTTP resource routes

Continue