Mcp Adapter
ADDED Requirements
Requirement: MCP Surfaces A Complete Evidence Ladder
The MCP adapter SHALL expose an evidence ladder in model-visible output: compact discovery, bounded visible evidence, explicit bounded field/window read, and full fetch or export only when needed.
Scenario: Content-only client can inspect proven search evidence
WHEN an MCP client receives only content[] text from a search response
AND the resource server returns a proven matched text window
THEN the model-visible text SHALL include a bounded preview of the matched field
AND the preview SHALL include enough identity to request the bounded field/window read
AND the adapter SHALL NOT rely on hidden structuredContent as the only path to the evidence.
Scenario: Search evidence includes bounded surrounding context
WHEN a search result match occurs inside an ordinary text field with surrounding visible text THEN the evidence preview SHALL include bounded surrounding text around the marked match AND the preview SHALL NOT collapse to only the highlighted query term unless the source field has no additional visible text available.
Scenario: Preview without proven body match does not invent evidence
WHEN a search result matches only metadata or an unproven field THEN the adapter SHALL NOT render a body/text evidence window AND it SHALL expose an explicit bounded-read or fetch path for further inspection.
Requirement: Visible Handles Are Not Dead Ends
The MCP adapter SHALL ensure every visible record, field, field-window, cursor, or export handle has a model-callable continuation.
Scenario: Record URI appears in visible output
WHEN model-visible text or structured content includes a pdpp://record/... URI
THEN the adapter SHALL either make that URI readable through MCP resource reading
OR accept that URI directly in the documented model-callable read tools that operate on the record
AND visible instructions SHALL identify the callable path.
Scenario: Field-window URI appears in visible output
WHEN model-visible text or structured content includes a pdpp://field-window/... URI
THEN the adapter SHALL either make that URI readable through MCP resource reading
OR accept that URI directly in a documented model-callable bounded field/window read
AND failure of generic resource reading SHALL NOT be the only available next step.
Scenario: Ordinary bounded reads hide unreliable field-window resources
WHEN a bounded field read returns ordinary inline text and the reliable continuation path is read_record_field
THEN the adapter SHALL expose inline text, offsets, truncation state, match metadata when available, and next/previous read_record_field arguments
AND the adapter SHALL NOT expose a model-visible pdpp://field-window/... URI unless that URI is proven readable through the host's generic resource reader.
Requirement: Ordinary Evidence Stays Inline
The MCP adapter SHALL return ordinary small text evidence inline rather than forcing host file materialization.
Scenario: Small granted text field is read
WHEN the model calls the bounded field/window read for a granted small text field THEN the adapter SHALL return inline text with total size, served range, completion state, and continuation metadata AND it SHALL NOT return only a resource link or file attachment.
Requirement: Large Data Escalates Deliberately
The MCP adapter SHALL expose large text, JSON, blob, binary, and multi-record outputs through bounded previews plus explicit read/export escalation.
Scenario: Large or binary field is inspected
WHEN a granted field is too large or binary for safe inline display THEN the adapter SHALL return metadata, size, media type when known, and a bounded preview when safe AND it SHALL provide an explicit read or export continuation AND it SHALL NOT silently truncate as if complete.
Requirement: MCP Evidence Semantics Have REST And CLI Parity
Reference implementation REST and CLI surfaces SHALL expose the same evidence ladder concepts as MCP using surface-appropriate names.
Scenario: REST search returns a proven match window
WHEN REST search returns a result with a proven matched field window THEN the response SHALL include a first-class bounded evidence descriptor with field path, preview, truncation state, and read continuation metadata.
Scenario: CLI user inspects a search result
WHEN a CLI user searches records and receives a bounded evidence preview THEN the CLI SHALL expose a command or documented invocation to read the corresponding bounded field/window without requiring a full record export.