{ "tools": [ { "name": "connection.profile", "title": "Connection Profile", "description": "Identify the connected PdfParse account using its stable, opaque account ID.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": {}, "additionalProperties": false }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ], "openai/profile": true }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "id": { "type": "string", "minLength": 1 } }, "required": [ "id" ], "additionalProperties": false } }, { "name": "connection.info", "title": "Connection Info", "description": "Show the PdfParse account and projects available to this connection.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": {} }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "user_id": { "type": "string" }, "projects": { "type": "array", "items": { "type": "object", "properties": { "id": { "type": "number" }, "name": { "type": "string" }, "slug": { "type": "string" } }, "required": [ "id", "name", "slug" ], "additionalProperties": false } } }, "required": [ "user_id", "projects" ], "additionalProperties": false } }, { "name": "projects.create", "title": "Projects Create", "description": "Create an empty project in the connected PdfParse account. Returns its ID and slug for subsequent table and workflow setup.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "name": { "type": "string", "minLength": 2, "maxLength": 100 } }, "required": [ "name" ], "additionalProperties": false }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "project": { "type": "object", "properties": { "id": { "type": "string", "minLength": 1 }, "slug": { "type": "string", "minLength": 1 } }, "required": [ "id", "slug" ], "additionalProperties": false } }, "required": [ "project" ], "additionalProperties": false } }, { "name": "inboxes.list", "title": "Inboxes List", "description": "List existing email inboxes in projects you own, including inbox IDs needed to bind a logical splitter.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 } } }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "inboxes": {} }, "required": [ "inboxes" ], "additionalProperties": false } }, { "name": "workflow.setup", "title": "Workflow Setup", "description": "Set up a PdfParse workflow in an existing owned project. Supply a structured intent with the project existing_slug, table, routing rule, optional inbox and logical splitter. Never creates a project. Set dry_run to preview. Repeating the same intent resumes saved progress.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "dry_run": { "default": false, "type": "boolean" }, "goal": { "type": "string", "minLength": 10, "maxLength": 2000 }, "project": { "type": "object", "properties": { "existing_slug": { "type": "string", "minLength": 1 } }, "required": [ "existing_slug" ], "additionalProperties": false }, "table": { "type": "object", "properties": { "name": { "type": "string", "minLength": 1 }, "columns": { "minItems": 1, "type": "array", "items": { "type": "object", "properties": { "name": { "type": "string", "minLength": 1 }, "prompt": { "type": "string" }, "primaryKey": { "type": "boolean" }, "unique": { "type": "boolean" }, "autoIncrement": { "type": "boolean" }, "nullable": { "type": "boolean" }, "reanalyzeExisting": { "type": "boolean" }, "type": { "type": "string", "enum": [ "text", "number", "date", "boolean", "foreign_key" ] }, "referencedTable": { "type": "string" }, "referencedColumn": { "type": "string" }, "parentTable": { "type": "string" } }, "required": [ "name", "prompt" ] } } }, "required": [ "name", "columns" ] }, "routing_rule": { "type": "object", "properties": { "name": { "type": "string", "minLength": 2, "maxLength": 100 }, "prompt": { "type": "string", "minLength": 10 }, "confidenceThreshold": { "type": "integer", "minimum": 60, "maximum": 100 }, "enabled": { "type": "boolean" } }, "required": [ "name", "prompt" ] }, "inbox": { "type": "object", "properties": { "name": { "type": "string", "minLength": 1, "maxLength": 80 }, "routing": { "default": "classify", "type": "string", "enum": [ "classify", "direct" ] }, "sender_allowlist": { "maxItems": 100, "type": "array", "items": { "type": "object", "properties": { "type": { "type": "string", "enum": [ "address", "domain" ] }, "value": { "type": "string", "minLength": 1 } }, "required": [ "type", "value" ] } } }, "required": [ "name" ] }, "logical_splitter": { "type": "object", "properties": { "name": { "type": "string", "minLength": 1, "maxLength": 120 }, "instructions": { "type": "string", "minLength": 10, "maxLength": 4000 }, "section_types": { "maxItems": 50, "type": "array", "items": { "type": "object", "properties": { "key": { "type": "string", "pattern": "^[a-z][a-z0-9_]{1,63}$" }, "name": { "type": "string", "minLength": 1, "maxLength": 120 }, "description": { "type": "string", "maxLength": 500 } }, "required": [ "key", "name" ] } }, "review_uncertain_boundaries": { "default": true, "type": "boolean" }, "review_uncertain_destinations": { "default": true, "type": "boolean" } }, "required": [ "name", "instructions", "section_types" ] } }, "required": [ "goal", "project", "table", "routing_rule" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "status": { "type": "string", "enum": [ "preview", "active", "in_progress" ] }, "goal": { "type": "string" }, "setup_id": { "type": "string" } }, "required": [ "status", "goal" ], "additionalProperties": {} } }, { "name": "tables.list", "title": "Tables List", "description": "List tables in a project you own. Supply project_slug if your account has multiple projects.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 } } }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "tables": {} }, "required": [ "tables" ], "additionalProperties": false } }, { "name": "tables.create", "title": "Tables Create", "description": "Create a table with extraction columns in a project you own. An integer primary key named id is added automatically and generated by the database during extraction; do not include it in extraction columns.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "name": { "type": "string", "minLength": 1 }, "columns": { "minItems": 1, "type": "array", "items": { "type": "object", "properties": { "name": { "type": "string", "minLength": 1 }, "prompt": { "type": "string" }, "primaryKey": { "type": "boolean" }, "unique": { "type": "boolean" }, "autoIncrement": { "type": "boolean" }, "nullable": { "type": "boolean" }, "reanalyzeExisting": { "type": "boolean" }, "type": { "type": "string", "enum": [ "text", "number", "date", "boolean", "foreign_key" ] }, "referencedTable": { "type": "string" }, "referencedColumn": { "type": "string" }, "parentTable": { "type": "string" } }, "required": [ "name", "prompt" ] } } }, "required": [ "name", "columns" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "table": {} }, "required": [ "table" ], "additionalProperties": false } }, { "name": "routing_rules.list", "title": "Routing Rules List", "description": "List document classification rules and their destination tables in a project.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 } } }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "routing_rules": {} }, "required": [ "routing_rules" ], "additionalProperties": false } }, { "name": "routing_rules.create", "title": "Routing Rules Create", "description": "Create a rule that recognizes a document type and routes it to an extraction table. The table must belong to this project.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "name": { "type": "string", "minLength": 2, "maxLength": 100 }, "prompt": { "type": "string", "minLength": 10 }, "confidenceThreshold": { "type": "integer", "minimum": 60, "maximum": 100 }, "tableId": { "type": "string", "minLength": 1 }, "enabled": { "type": "boolean" } }, "required": [ "name", "prompt", "tableId" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "routing_rule": {} }, "required": [ "routing_rule" ], "additionalProperties": false } }, { "name": "routing_rules.update", "title": "Routing Rules Update", "description": "Change a routing rule, including its prompt, destination, confidence threshold, or enabled state.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "rule_id": { "type": "string", "minLength": 1 }, "name": { "type": "string", "minLength": 2, "maxLength": 100 }, "prompt": { "type": "string", "minLength": 10 }, "confidenceThreshold": { "type": "integer", "minimum": 60, "maximum": 100 }, "tableId": { "type": "string", "minLength": 1 }, "enabled": { "type": "boolean" } }, "required": [ "rule_id" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": true, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "routing_rule": {} }, "required": [ "routing_rule" ], "additionalProperties": false } }, { "name": "routing_rules.delete", "title": "Routing Rules Delete", "description": "Delete a routing rule from a project.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "rule_id": { "type": "string", "minLength": 1 } }, "required": [ "rule_id" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": true, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "result": {} }, "required": [ "result" ], "additionalProperties": false } }, { "name": "splitters.list", "title": "Splitters List", "description": "List page-range and logical splitters, including drafts and published versions, in a project.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 } } }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "splitters": {} }, "required": [ "splitters" ], "additionalProperties": false } }, { "name": "splitters.get", "title": "Splitters Get", "description": "Inspect a splitter draft and its published versions.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "splitter_id": { "type": "string", "minLength": 1 } }, "required": [ "splitter_id" ] }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "splitter": {} }, "required": [ "splitter" ], "additionalProperties": false } }, { "name": "splitters.create_logical", "title": "Splitters Create Logical", "description": "Create a logical splitter draft for mixed PDF attachments. sourceInboxId binds it to one inbox; null applies to project uploads. Routing uses project routing rules. Publish the draft to activate it.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "name": { "type": "string", "minLength": 1, "maxLength": 120 }, "description": { "anyOf": [ { "type": "string", "maxLength": 500 }, { "type": "null" } ] }, "config": { "type": "object", "properties": { "mode": { "type": "string", "const": "logical" }, "sourceInboxId": { "anyOf": [ { "type": "string", "minLength": 1 }, { "type": "null" } ] }, "instructions": { "type": "string", "minLength": 10, "maxLength": 4000 }, "sectionTypes": { "maxItems": 50, "type": "array", "items": { "type": "object", "properties": { "key": { "type": "string", "pattern": "^[a-z][a-z0-9_]{1,63}$" }, "name": { "type": "string", "minLength": 1, "maxLength": 120 }, "description": { "type": "string", "maxLength": 500 } }, "required": [ "key", "name" ] } }, "routingMode": { "type": "string", "const": "project_rules" }, "reviewUncertainBoundaries": { "type": "boolean" }, "reviewUncertainDestinations": { "type": "boolean" }, "boundaryConfidenceThreshold": { "type": "integer", "minimum": 0, "maximum": 100 }, "maxSegments": { "type": "integer", "minimum": 1, "maximum": 100 } }, "required": [ "mode", "sourceInboxId", "instructions", "sectionTypes", "routingMode", "reviewUncertainBoundaries", "reviewUncertainDestinations" ] } }, "required": [ "name", "config" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "splitter": {} }, "required": [ "splitter" ], "additionalProperties": false } }, { "name": "splitters.update_logical", "title": "Splitters Update Logical", "description": "Update a logical splitter draft using the revision returned by splitters.get.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "splitter_id": { "type": "string", "minLength": 1 }, "expected_draft_revision": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 }, "name": { "type": "string", "minLength": 1, "maxLength": 120 }, "description": { "anyOf": [ { "type": "string", "maxLength": 500 }, { "type": "null" } ] }, "config": { "type": "object", "properties": { "mode": { "type": "string", "const": "logical" }, "sourceInboxId": { "anyOf": [ { "type": "string", "minLength": 1 }, { "type": "null" } ] }, "instructions": { "type": "string", "minLength": 10, "maxLength": 4000 }, "sectionTypes": { "maxItems": 50, "type": "array", "items": { "type": "object", "properties": { "key": { "type": "string", "pattern": "^[a-z][a-z0-9_]{1,63}$" }, "name": { "type": "string", "minLength": 1, "maxLength": 120 }, "description": { "type": "string", "maxLength": 500 } }, "required": [ "key", "name" ] } }, "routingMode": { "type": "string", "const": "project_rules" }, "reviewUncertainBoundaries": { "type": "boolean" }, "reviewUncertainDestinations": { "type": "boolean" }, "boundaryConfidenceThreshold": { "type": "integer", "minimum": 0, "maximum": 100 }, "maxSegments": { "type": "integer", "minimum": 1, "maximum": 100 } }, "required": [ "mode", "sourceInboxId", "instructions", "sectionTypes", "routingMode", "reviewUncertainBoundaries", "reviewUncertainDestinations" ] } }, "required": [ "splitter_id", "expected_draft_revision", "name", "config" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": true, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "splitter": {} }, "required": [ "splitter" ], "additionalProperties": false } }, { "name": "splitters.create_page_range", "title": "Splitters Create Page Range", "description": "Create a splitter draft with fixed page ranges and project-owned destination tables.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "name": { "type": "string", "minLength": 2, "maxLength": 100 }, "description": { "type": "string", "maxLength": 1000 }, "config": { "type": "object", "properties": { "mode": { "type": "string", "const": "page_range" }, "overlap_policy": { "type": "string", "enum": [ "exclusive", "allowed" ] }, "unassigned_policy": { "type": "string", "enum": [ "review", "ignore", "fallback" ] }, "fallback_section_key": { "type": "string" }, "max_segments": { "type": "integer", "minimum": 1, "maximum": 100 }, "sections": { "minItems": 1, "type": "array", "items": { "type": "object", "properties": { "section_key": { "type": "string", "pattern": "^[a-z][a-z0-9_]{1,63}$" }, "name": { "type": "string", "minLength": 1, "maxLength": 100 }, "description": { "type": "string", "maxLength": 1000 }, "destination_table_id": { "type": "string", "minLength": 1 }, "page_spans": { "minItems": 1, "type": "array", "items": { "type": "object", "properties": { "start_page": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 }, "end_page": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 } }, "required": [ "start_page", "end_page" ] } } }, "required": [ "section_key", "name", "destination_table_id", "page_spans" ] } } }, "required": [ "sections" ] } }, "required": [ "name", "config" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "splitter": {} }, "required": [ "splitter" ], "additionalProperties": false } }, { "name": "splitters.update_page_range", "title": "Splitters Update Page Range", "description": "Update a fixed page-range splitter draft using its current draft revision.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "splitter_id": { "type": "string", "minLength": 1 }, "expected_draft_revision": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 }, "name": { "type": "string", "minLength": 2, "maxLength": 100 }, "description": { "anyOf": [ { "type": "string", "maxLength": 1000 }, { "type": "null" } ] }, "config": { "type": "object", "properties": { "mode": { "type": "string", "const": "page_range" }, "overlap_policy": { "type": "string", "enum": [ "exclusive", "allowed" ] }, "unassigned_policy": { "type": "string", "enum": [ "review", "ignore", "fallback" ] }, "fallback_section_key": { "type": "string" }, "max_segments": { "type": "integer", "minimum": 1, "maximum": 100 }, "sections": { "minItems": 1, "type": "array", "items": { "type": "object", "properties": { "section_key": { "type": "string", "pattern": "^[a-z][a-z0-9_]{1,63}$" }, "name": { "type": "string", "minLength": 1, "maxLength": 100 }, "description": { "type": "string", "maxLength": 1000 }, "destination_table_id": { "type": "string", "minLength": 1 }, "page_spans": { "minItems": 1, "type": "array", "items": { "type": "object", "properties": { "start_page": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 }, "end_page": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 } }, "required": [ "start_page", "end_page" ] } } }, "required": [ "section_key", "name", "destination_table_id", "page_spans" ] } } }, "required": [ "sections" ] } }, "required": [ "splitter_id", "expected_draft_revision" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": true, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "splitter": {} }, "required": [ "splitter" ], "additionalProperties": false } }, { "name": "splitters.test_page_range", "title": "Splitters Test Page Range", "description": "Preview page assignments and review flags for a fixed page-range splitter without saving a run.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "splitter_id": { "type": "string", "minLength": 1 }, "page_count": { "type": "integer", "minimum": 1, "maximum": 10000 }, "version": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 } }, "required": [ "splitter_id", "page_count" ] }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "preview": {} }, "required": [ "preview" ], "additionalProperties": false } }, { "name": "splitters.publish", "title": "Splitters Publish", "description": "Publish a splitter draft. A logical splitter becomes active for its source inbox or project uploads.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "splitter_id": { "type": "string", "minLength": 1 }, "expected_draft_revision": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 } }, "required": [ "splitter_id", "expected_draft_revision" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": true, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "publication": {} }, "required": [ "publication" ], "additionalProperties": false } }, { "name": "splitters.run_page_range", "title": "Splitters Run Page Range", "description": "Run a published fixed page-range splitter on a document in this project.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "splitter_id": { "type": "string", "minLength": 1 }, "document_id": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 }, "version": { "type": "integer", "minimum": 1, "maximum": 9007199254740991 } }, "required": [ "splitter_id", "document_id" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "run": {} }, "required": [ "run" ], "additionalProperties": false } }, { "name": "splitters.archive", "title": "Splitters Archive", "description": "Archive a splitter to stop using it for future documents.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "splitter_id": { "type": "string", "minLength": 1 } }, "required": [ "splitter_id" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": true, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "result": {} }, "required": [ "result" ], "additionalProperties": false } }, { "name": "rows.search", "title": "Rows Search", "description": "Query extracted rows from a table in a project you own.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "table_id": { "type": "string", "minLength": 1 }, "filters": { "type": "array", "items": { "type": "object", "properties": { "column": { "type": "string", "minLength": 1 }, "op": { "type": "string", "enum": [ "eq", "ne", "gt", "gte", "lt", "lte", "like", "in" ] }, "value": {} }, "required": [ "column", "op", "value" ] } }, "orderBy": { "type": "object", "properties": { "column": { "type": "string" }, "direction": { "type": "string", "enum": [ "asc", "desc" ] } }, "required": [ "column", "direction" ] }, "page": { "type": "integer", "exclusiveMinimum": 0, "maximum": 9007199254740991 }, "pageSize": { "type": "integer", "exclusiveMinimum": 0, "maximum": 200 } }, "required": [ "table_id" ] }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "rows": {} }, "required": [ "rows" ], "additionalProperties": false } }, { "name": "jobs.create", "title": "Jobs Create", "description": "Start extraction for documents already uploaded to a table.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "tableSlug": { "type": "string", "minLength": 1 }, "documentKeys": { "minItems": 1, "type": "array", "items": { "type": "string" } } }, "required": [ "tableSlug", "documentKeys" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "job": {} }, "required": [ "job" ], "additionalProperties": false } }, { "name": "jobs.get", "title": "Jobs Get", "description": "Get an extraction job in a project you own.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "job_id": { "type": "integer", "exclusiveMinimum": 0, "maximum": 9007199254740991 } }, "required": [ "job_id" ] }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "job": {} }, "required": [ "job" ], "additionalProperties": false } }, { "name": "documents.upload", "title": "Documents Upload", "description": "Upload a PDF from base64 file bytes, then save and route it for extraction. Maximum 8 MiB.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "filename": { "type": "string", "minLength": 1, "maxLength": 255 }, "data_base64": { "type": "string", "minLength": 1, "maxLength": 11200000 }, "tableSlug": { "type": "string", "minLength": 1, "maxLength": 255 } }, "required": [ "filename", "data_base64" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": false }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "uploadId": { "type": "string" }, "fileId": { "type": "string" }, "status": { "type": "string" } }, "required": [ "uploadId", "fileId", "status" ], "additionalProperties": false } }, { "name": "documents.upload_file", "title": "Documents Upload File", "description": "Upload a user-selected ChatGPT PDF attachment, save it, and route it for extraction. Maximum 8 MiB. Use documents.upload for base64 bytes from Codex.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "file": { "type": "object", "properties": { "download_url": { "type": "string", "format": "uri" }, "file_id": { "type": "string", "minLength": 1, "maxLength": 255 }, "mime_type": { "type": "string" }, "file_name": { "type": "string", "maxLength": 255 } }, "required": [ "download_url", "file_id" ], "additionalProperties": false }, "tableSlug": { "type": "string", "minLength": 1, "maxLength": 255 } }, "required": [ "file" ] }, "annotations": { "readOnlyHint": false, "destructiveHint": false, "openWorldHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:write" ] } ], "openai/fileParams": [ "file" ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "uploadId": { "type": "string" }, "fileId": { "type": "string" }, "status": { "type": "string" } }, "required": [ "uploadId", "fileId", "status" ], "additionalProperties": false } }, { "name": "analysis.crosscheck", "title": "Analysis Crosscheck", "description": "Analyze extracted rows for consistency issues and underwriting risk contradictions.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "table_id": { "type": "string", "minLength": 1 }, "job_id": { "type": "integer", "exclusiveMinimum": 0, "maximum": 9007199254740991 }, "filters": { "type": "array", "items": { "type": "object", "properties": { "column": { "type": "string", "minLength": 1 }, "op": { "type": "string", "enum": [ "eq", "ne", "gt", "gte", "lt", "lte", "like", "in" ] }, "value": {} }, "required": [ "column", "op", "value" ] } } }, "required": [ "table_id" ] }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "mismatches": { "type": "array", "items": { "type": "object", "properties": { "code": { "type": "string" }, "severity": { "type": "string", "enum": [ "low", "medium", "high" ] }, "message": { "type": "string" }, "row_refs": { "type": "array", "items": { "type": "string" } }, "source_refs": { "type": "array", "items": { "type": "string" } } }, "required": [ "code", "severity", "message", "row_refs", "source_refs" ], "additionalProperties": false } }, "summary": { "type": "string" } }, "required": [ "mismatches", "summary" ], "additionalProperties": false } }, { "name": "analysis.credit_memo", "title": "Analysis Credit Memo", "description": "Generate a first-pass commercial loan credit memo with citations from extracted data.", "inputSchema": { "type": "object", "$schema": "https://json-schema.org/draft/2020-12/schema", "properties": { "project_slug": { "type": "string", "minLength": 1 }, "table_id": { "type": "string", "minLength": 1 }, "job_id": { "type": "integer", "exclusiveMinimum": 0, "maximum": 9007199254740991 }, "memo_profile": { "type": "string", "const": "commercial-loan-v1" }, "filters": { "type": "array", "items": { "type": "object", "properties": { "column": { "type": "string", "minLength": 1 }, "op": { "type": "string", "enum": [ "eq", "ne", "gt", "gte", "lt", "lte", "like", "in" ] }, "value": {} }, "required": [ "column", "op", "value" ] } } }, "required": [ "table_id", "memo_profile" ] }, "annotations": { "readOnlyHint": true, "destructiveHint": false, "openWorldHint": false, "idempotentHint": true }, "_meta": { "securitySchemes": [ { "type": "oauth2", "scopes": [ "mcp:read" ] } ] }, "outputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "type": "object", "properties": { "risk_score": { "type": "number", "minimum": 0, "maximum": 100 }, "sections": { "type": "array", "items": { "type": "object", "properties": { "title": { "type": "string" }, "content": { "type": "string" }, "citations": { "type": "array", "items": { "type": "string" } } }, "required": [ "title", "content", "citations" ], "additionalProperties": false } }, "assumptions": { "type": "array", "items": { "type": "string" } } }, "required": [ "risk_score", "sections", "assumptions" ], "additionalProperties": false } } ] }