{ "automatic_evidence_credit": false, "captures": [], "change_log": [ { "after_hash": "15140b9f130ad3c4d0e1f9da34192cfa735b0237f05adcf8789f9a84ac1cc60b", "before_hash": "715ef8070610688f6001622571f0da27e2e03712f8fecd46064a5f47d7fde83e", "diff": { "changes": [ { "compatibility_class": "NON_BREAKING", "fact": "skill added", "kind": "SKILL_ADDED", "path": "skills[flatten_pdf]", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 0, "NON_BREAKING": 1 }, "taxonomy_version": "1.0.0", "total": 1, "truncated": false }, "entry_sha256": "d7fb291c6d21d7720a590c4086a24c6fe36e98fb5b0126af988c08005cd3b483", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-19T22:26:45Z", "previous_entry_sha256": "11fc811d1c9e38d5b8ff9657cdcb150c3dabfd6a467357ed3def011db3fd60cd", "receipt_id": "51d319c8-b441-51a1-9192-f61b62dec99c", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/51d319c8-b441-51a1-9192-f61b62dec99c", "sequence": 38743, "target_id": "obs_bff46a1ae53e2412e748b227", "target_kind": "A2A_CARD", "target_locator": "https://api.getemboss.ai/.well-known/agent-card.json" }, { "after_hash": "715ef8070610688f6001622571f0da27e2e03712f8fecd46064a5f47d7fde83e", "before_hash": "a00a72db390789374507f6d26aa8896f6e49083ddb61bb407c883a058f185613", "diff": { "changes": [ { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[send_fax].description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 1, "NON_BREAKING": 0 }, "taxonomy_version": "1.0.0", "total": 1, "truncated": false }, "entry_sha256": "04f8b1cfa2330ee0e44b10ae27cc92c627cf0804940b3ee312052f630ff7dfca", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-17T21:17:11Z", "previous_entry_sha256": "11b5ee4a9667708ce62f6db123c2cedd3c0d233ddd0b2b5440f712d126a817d0", "receipt_id": "88f2f0a8-8341-590a-a668-3dfbebc47206", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/88f2f0a8-8341-590a-a668-3dfbebc47206", "sequence": 34316, "target_id": "obs_bff46a1ae53e2412e748b227", "target_kind": "A2A_CARD", "target_locator": "https://api.getemboss.ai/.well-known/agent-card.json" }, { "after_hash": "a00a72db390789374507f6d26aa8896f6e49083ddb61bb407c883a058f185613", "before_hash": "903d88cad35abd781ba0d4778b2e9f85b71f9e3a39d5f831d0b7a2483d8b546e", "diff": { "changes": [], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 0, "NON_BREAKING": 0 }, "taxonomy_version": null, "total": 0, "truncated": false }, "entry_sha256": "924c82914c5593107e5900f630762ea1ad7cb8250dda6312b552ed64eac4b357", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-13T18:58:33Z", "previous_entry_sha256": "c067cd6e77a9515c31645045821e401fb5326f009340ce18207e51f1f861e128", "receipt_id": "bc90ec76-1194-5a42-b20d-82860935127c", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/bc90ec76-1194-5a42-b20d-82860935127c", "sequence": 29147, "target_id": "obs_bff46a1ae53e2412e748b227", "target_kind": "A2A_CARD", "target_locator": "https://api.getemboss.ai/.well-known/agent-card.json" }, { "after_hash": "903d88cad35abd781ba0d4778b2e9f85b71f9e3a39d5f831d0b7a2483d8b546e", "before_hash": "a16f36f1d500777380d737a08bd279f5858a8600be2c3799ac13b16e7319b535", "diff": { "changes": [ { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[attach].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[fill_batch].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[fill_form].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[fill_from_context].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[find_forms].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[make_fillable].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[prepare].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[quote_job].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[send_fax].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[suggest_mapping].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[verify].description", "security_relevant_field": false }, { "compatibility_class": "INFO", "fact": "description changed", "kind": "DESCRIPTION_CHANGED", "path": "description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 12, "NON_BREAKING": 0 }, "taxonomy_version": "1.0.0", "total": 12, "truncated": false }, "entry_sha256": "d343677e89f7a80f9e0ad7d855575f6fdea4197013d9bc64c2db961629317304", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-12T18:26:22Z", "previous_entry_sha256": "83f7900fe14a0ec3ad818284dba2c1c0566b0d4133ed813c1f42559d67847e98", "receipt_id": "c760cdff-11b0-52d3-b2b6-89514232a229", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/c760cdff-11b0-52d3-b2b6-89514232a229", "sequence": 27084, "target_id": "obs_bff46a1ae53e2412e748b227", "target_kind": "A2A_CARD", "target_locator": "https://api.getemboss.ai/.well-known/agent-card.json" }, { "after_hash": "a16f36f1d500777380d737a08bd279f5858a8600be2c3799ac13b16e7319b535", "before_hash": "ee3a177fabdc82372fb1a31928c73ea2b521255a4b03202d2b94585c45d0c78b", "diff": { "changes": [ { "compatibility_class": "INFO", "fact": "skill description changed", "kind": "SKILL_DESCRIPTION_CHANGED", "path": "skills[send_fax].description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 1, "NON_BREAKING": 0 }, "taxonomy_version": "1.0.0", "total": 1, "truncated": false }, "entry_sha256": "0c0a23a85c4df08682ade895347f0d2e010a2246aff484b8f93f76f95fc353d0", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-11T17:57:08Z", "previous_entry_sha256": "0aed6836e3b683a8973b1da7398d827629fb3dff6773fd9157df7fbeaa2f3f8c", "receipt_id": "ce0114ee-54a7-51e7-9c32-578d3bc146d2", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/ce0114ee-54a7-51e7-9c32-578d3bc146d2", "sequence": 25255, "target_id": "obs_bff46a1ae53e2412e748b227", "target_kind": "A2A_CARD", "target_locator": "https://api.getemboss.ai/.well-known/agent-card.json" }, { "after_hash": "ee3a177fabdc82372fb1a31928c73ea2b521255a4b03202d2b94585c45d0c78b", "before_hash": "b894521a56a7f6e4de84f735a0189afb57bd9b48664eb4d5af8fff5fa0f64bd9", "diff": { "changes": [ { "compatibility_class": "INFO", "fact": "description changed", "kind": "DESCRIPTION_CHANGED", "path": "description", "security_relevant_field": false } ], "classified": true, "counts_by_class": { "BREAKING": 0, "INFO": 1, "NON_BREAKING": 0 }, "taxonomy_version": "1.0.0", "total": 1, "truncated": false }, "entry_sha256": "e8a9ce46ce1e42d4935d0a830498e101c92b3a9d4a1ea6b3c487cfb262181000", "evidence_class": "MANIFEST_CHANGE", "labels": [ "MANIFEST_CHANGED" ], "observed_at_utc": "2026-10-03T08:49:41Z", "previous_entry_sha256": "f7e916d9866f2981c66a2686f7fe751abbfb10901344f52e9ec2a8ed957b3b9e", "receipt_id": "e526eecd-5228-511b-b54c-41c522c0a18b", "receipt_url": "https://www.gaipagents.com/v1/free/receipts/e526eecd-5228-511b-b54c-41c522c0a18b", "sequence": 8067, "target_id": "obs_bff46a1ae53e2412e748b227", "target_kind": "A2A_CARD", "target_locator": "https://api.getemboss.ai/.well-known/agent-card.json" } ], "check_outcomes": { "ask": { "changed_since": "https://www.gaipagents.com/v1/free/observatory/changed-since?url=", "changes_and_reachability": "https://www.gaipagents.com/v1/free/changes/subscribe?url=", "conformance": "https://www.gaipagents.com/v1/free/conformance/check?url=" }, "published": false, "why": "Outcomes of GAIP's own checks (whether the endpoint answered, HTTP status, response time, conformance findings) are given only to a caller who asks about the URL, never on a public page, list or feed. The same applies to every target." }, "conformance": { "findings": "GIVEN_TO_CALLER_ONLY", "meaning": "The rule catalogue this manifest was read against at the observed time. The finding codes go only to a caller who checks the URL (check_outcomes.ask.conformance).", "observed_at_utc": "2026-10-20T22:58:49Z", "protocol": "A2A", "rule_catalogue_route": "/v1/free/knowledge/conformance-rules", "rule_catalogue_version": "1.0.0" }, "corrections": { "contact": "https://www.gaipagents.com/contact", "exclusion": "https://www.gaipagents.com/v1/free/observatory/corrections/exclusion", "opt_out": "POST kind OPT_OUT to the route; the target is withdrawn from public view at once (a pause). The site's owner makes it permanent at https://www.gaipagents.com/v1/free/observatory/corrections/exclusion.", "queued_for_review": 0, "route": "https://www.gaipagents.com/v1/free/observatory/corrections" }, "declared_derivations": { "data_appetite": null, "dependency_domains": [], "last_observed_at_utc": "2026-10-20T22:58:49Z", "meaning": "Derived by GAIP from what this agent declared, at the stated time: the categories of data its tools' input fields ask for (counts, by keyword rules gaip.data-appetite-rules.v1), the outside domains its declarations point to, and the operator as the agent itself publishes it. Facts about declarations, not an assessment of the agent or its operator.", "operator": { "as_published": "Emboss", "source_kind": "card_provider_organization" }, "rules_version": "gaip.data-appetite-rules.v1", "schema_version": "gaip.declared-derivations.v1" }, "latest": { "baseline_at_utc": "2026-09-28T22:49:47Z", "manifest_sha256": "15140b9f130ad3c4d0e1f9da34192cfa735b0237f05adcf8789f9a84ac1cc60b", "observed_at_utc": "2026-10-20T22:58:49Z" }, "metadata_signals": { "meaning": "Pattern rules are published only as aggregate rates across all observed targets (see the summary), never per party. GAIP issues no overall verdict and does not rank parties.", "overall_verdict": null, "per_target_results": null, "published": "AGGREGATE_ONLY_IN_SUMMARY", "rules": [ { "rationale": "Zero-width, bidirectional-control and Unicode tag characters are not visible to a human reader but are read by language models. GAIP reports whether any occur; many have ordinary uses.", "rule_id": "OBS-SIG-001", "title": "Invisible or bidirectional-control Unicode characters in names or descriptions" }, { "rationale": "Tool and skill descriptions are read by models. GAIP reports whether a description contains phrases shaped like instructions to a model (the patterns in GAIP's public conformance rule catalogue, plus the phrases listed in the Observatory method). Such phrases can be benign.", "rule_id": "OBS-SIG-002", "title": "Instruction-like text in descriptions" }, { "rationale": "When a description refers to a tool name that only a different observed server publishes, a model using both servers may connect the two. GAIP reports whether such a reference occurs; shared names are common and often coincidental.", "rule_id": "OBS-SIG-003", "title": "Description names a tool published by a different observed server" }, { "rationale": "Declared OAuth scopes whose names contain wildcard or whole-account wording (*, all, admin, root, full) request wide access by name. GAIP reports whether such a scope name is declared; it does not know what the scope grants.", "rule_id": "OBS-SIG-004", "title": "Declared authorization scopes with broad-access wording" } ], "third_party_scanners": [ { "name": "Snyk agent-scan (formerly Invariant Labs mcp-scan)", "status": "NOT_RUN", "url": "https://github.com/snyk/agent-scan" }, { "name": "Cisco AI Defense MCP Scanner", "status": "NOT_RUN", "url": "https://github.com/cisco-ai-defense/mcp-scanner" } ] }, "method": "https://www.gaipagents.com/observatory", "notice": "Facts observed by GAIP at the stated time (UTC); they may be out of date. This is not an assessment of safety, quality, security, legality or trustworthiness of any party, and not a recommendation. To request a correction, add a right of reply or opt out, POST to https://www.gaipagents.com/v1/free/observatory/corrections or use https://www.gaipagents.com/contact.", "price_gbp": 0, "schema_version": "gaip.observatory.v1.target", "silent_changes_last_30_days": { "days": 30, "entries_read_at_most": 200, "kinds": [ "tool_descriptions_reworded", "tools_added" ], "line": "In the last 30 days its declared tools or interface changed with no declared version change in 3 weeks: 2026-W41 (2026-10-11); 2026-W42 (2026-10-12, 2026-10-17); 2026-W43 (2026-10-19); kinds: tool descriptions re-worded, tools added.", "meaning": "Weeks (ISO) in which GAIP recorded a change to the agent's declared tools or interface (tools added or removed, descriptions re-worded, input or output schema, behaviour labels, sign-in, terms or prices, endpoint host) and no declared version (registry or card version, serverInfo.version) moved that week. A week whose version movement is not recorded is not counted. Dated facts from the public change log; not an assessment of the agent.", "weeks": [ { "dates": [ "2026-10-11" ], "kinds": [ "tool_descriptions_reworded" ], "week": "2026-W41" }, { "dates": [ "2026-10-12", "2026-10-17" ], "kinds": [ "tool_descriptions_reworded" ], "week": "2026-W42" }, { "dates": [ "2026-10-19" ], "kinds": [ "tools_added" ], "week": "2026-W43" } ], "weeks_with_silent_changes": 3 }, "snapshot": { "capabilities": { "pushNotifications": false, "streaming": true }, "description": "Emboss turns any PDF form into a fillable one, fills it from data or supporting documents, reads a filled form back, and faxes the result to a US, Canadian or Mexican fax number. It can make a flat PDF fillable, complete a form from data, fill a PDF form from data or from supporting context document", "name": "Emboss", "parts": [ "agent_card" ], "protocol": "A2A", "protocolVersion": "0.3", "provider": { "organization": "Emboss", "url": "https://getemboss.ai/" }, "public_copy": "Text excerpts of at most 300 characters; input schemas and security schemes as SHA-256 and size only.", "scopes": [ "forms:read", "forms:write" ], "security": { "bytes": 81, "published": "HASH_ONLY", "sha256": "bbd4ea441992065a8f5229a69a3467a1ad0bdaa48deb9de83ebf1a16acb4cbc8" }, "securitySchemes": { "bytes": 1025, "published": "HASH_ONLY", "sha256": "0f50a2a0f0accbc7400617e4420717c73be6738c9a0df372cf3c2c9c62beabca" }, "skills": [ { "description": "Turn a flat or scanned PDF form into a fillable PDF with detected fields. Make a flat PDF fillable. Input: a flat (non-fillable) PDF file, or a `library` slug from find_form to start from a blank government form Emboss already keeps. Output: a form_id and the fields detected on the PDF (each field's", "id": "make_fillable", "name": "Make a PDF fillable", "tags": [ "document-processing", "form-schema", "forms", "make-fillable", "pdf", "pdf-form-fields", "xfa" ] }, { "description": "Fill a PDF form from structured data such as JSON or key-value answers. Fill a PDF form from data. Input: a form_id (from make_fillable or find_forms) or a flat PDF file, plus a values object mapping field names to answers. Output: a filled PDF file, the form_id, and any values that matched no field", "id": "fill_form", "name": "Fill a form from data", "tags": [ "data-entry", "fill-pdf", "form-filling", "forms", "json", "pdf" ] }, { "description": "Fill a PDF form using facts found in supporting documents. Complete a form from data found in supporting documents. Input: a form_id, a PDF file, or a `library` slug from find_form, plus one or more context files and/or freeform context text (a resume, a prior filing, notes) to extract answers from.", "id": "fill_from_context", "name": "Fill a form from context documents", "tags": [ "context-fill", "document-extraction", "document-processing", "extraction", "fill-pdf", "form-filling", "forms", "pdf" ] }, { "description": "Prepare a form from documents: a proposal of every answer with its source, what is missing, and where documents disagree, before writing, plus attachments for a package. Prepare a form instead of filling it. Input: a form_id, a PDF file, or a `library` slug from find_form, plus one or more context f", "id": "prepare", "name": "Prepare a form from documents", "tags": [ "agents", "extraction", "forms", "pdf", "review" ] }, { "description": "Fill one copy of a PDF form for every row of a spreadsheet. Batch fill forms from a spreadsheet. Input: a form_id (required), plus a CSV file part or csv_text with one row per filled copy, and an optional column-to-field mapping. Output: one filled PDF per row and the form_id. Also: batch fill PDF f", "id": "fill_batch", "name": "Batch fill forms from a spreadsheet", "tags": [ "batch", "fill-pdf", "forms", "mail-merge", "pdf", "spreadsheet" ] }, { "description": "Propose which spreadsheet columns fill which PDF form fields. Suggest how spreadsheet columns map to form fields before a batch fill. Input: a form_id (required), plus a CSV file part, csv_text, or a list of column names (columns). Output: a suggested mapping from columns to field names for review. ", "id": "suggest_mapping", "name": "Suggest a column-to-field mapping", "tags": [ "form-schema", "forms", "mapping", "pdf", "spreadsheet" ] }, { "description": "Find forms previously made fillable, by title search and state. Input: an optional query string, state filter (ready, processing, failed, or all), and a result limit. Output: a list of matching forms, each with its id, title, state, page count and field count.", "id": "find_forms", "name": "Find previously processed forms", "tags": [ "pdf", "forms", "search" ] }, { "description": "Find a blank government form in the Emboss library by name or number, ready to fill. Find a blank US federal form in the Emboss library, by name, number or alias. Input: a query string such as 'W-9', 'i9' or 'taxpayer identification'. Output: each matching form's slug, title, agency, revision and pa", "id": "find_form", "name": "Find a blank government form", "tags": [ "form-schema", "forms", "government-forms", "library", "pdf", "search" ] }, { "description": "Get a form's current status and field inventory. Input: a form_id. Output: the form's state (ready, processing, or failed), title, page count, and field list.", "id": "get_form", "name": "Get a form's status and field inventory", "tags": [ "pdf", "forms", "inspection" ] }, { "description": "Write or confirm the answers, render the form with text that fits, check it, and return the PDF with a report and a receipt, or one submission package. Commit a proposal from prepare: write any remaining values, render the PDF with text that fits, check it, and return the filled PDF with a report an", "id": "commit", "name": "Commit a proposal", "tags": [ "agents", "forms", "pdf" ] }, { "description": "Check a filled form: required fields, allowed options, consistent choices, text that fits, empty signature boxes; returns complete, review required or incomplete. Check a filled PDF against a form's contract: required fields, allowed options, consistent choices, text that fits, empty signature boxes", "id": "verify", "name": "Check a filled form", "tags": [ "agents", "forms", "pdf", "verification" ] }, { "description": "Read the values out of a filled PDF form, labelled by field, with a completeness verdict when the form is known. Read the values out of a filled PDF. Input: the filled PDF as a FilePart (url or inline bytes), and optionally a form_id when the form is already in the account. Output: every form box in", "id": "read_form", "name": "Read a filled form back", "tags": [ "document-extraction", "extraction", "form-schema", "forms", "pdf", "read-back" ] }, { "description": "Attach one supporting document to a proposal from prepare, so the commit can hand back one submission package. Input: a proposal_id, the document as a FilePart (PDF, PNG or JPEG), and optionally `for` in the data part naming one of the proposal's requirements. Output: the attachment's number, the re", "id": "attach", "name": "Attach a document to a proposal", "tags": [ "pdf", "forms", "agents", "attachments" ] }, { "description": "Get a price quote for filling a PDF form before any paid work runs. Input: the target skill (make_fillable, fill_form, fill_from_context, suggest_mapping, fill_batch, or send_fax) and its own input, exactly as a direct call to that skill would take. Output: a quote_id, the price and its expiry. For ", "id": "quote_job", "name": "Get a price quote for filling a PDF form", "tags": [ "pdf", "forms", "pricing", "quote" ] }, { "description": "Run the job priced by a previous quote_job call, from its staged inputs, with no re-upload. Input: a quote_id. Output: the same result the quoted skill's own direct call would return (a filled PDF, a fillable form, or a batch of filled copies).", "id": "execute_quote", "name": "Run a previously quoted job", "tags": [ "pdf", "forms", "pricing", "quote" ] }, { "description": "Send a PDF to a fax number and track delivery, priced per transmitted page. Send one or more PDFs to a US, Canadian or Mexican fax number. The task stays working until the fax is delivered or fails; a busy, unanswered or dropped call is retried automatically up to three more times over about 17 minu", "id": "send_fax", "name": "Send a PDF by fax", "tags": [ "delivery", "fax", "forms", "pdf", "transmission" ] }, { "description": "Free. Build one PDF from pages of several artifacts, in the order and rotation you name. Input: sources, a list of artifact_id with optional pages (1-based, like 1-3,7) and rotate (90, 180, 270), plus artifact_token per entry for anonymous callers. Output: the new artifact_id and, for anonymous call", "id": "compose_pdf", "name": "Compose a PDF from artifacts", "tags": [ "compose", "free", "packet", "pdf", "utilities" ] }, { "description": "Free. Join whole PDFs into one file in the order given. Input: sources, a list of artifact_id in the order to join them, plus artifact_token per entry for anonymous callers. Output: the new artifact_id and, for anonymous callers, its artifact_token. Also: merge PDFs; concatenate documents; combine s", "id": "merge_pdf", "name": "Merge PDFs", "tags": [ "free", "merge", "pdf", "utilities" ] }, { "description": "Free. Keep only the pages you name from a PDF, in the order you name them. Input: an artifact_id, the pages to keep (1-based, like 1-3,7), and an artifact_token for anonymous callers. Output: the new artifact_id and, for anonymous callers, its artifact_token. 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