3aKHP/prts-mcp

vpython/v1.1.0 Feature

This release adds 3 notable features for engineering teams evaluating rollout.

Published 20d MCP Data & Storage

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✓ No known CVEs patched

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✓ No known CVEs patched in this version

Topics

ai-agent anthropic arknights claude fanfiction game-data

+5 more

mcp mcp-server model-context-protocol prts prts-wiki

ReleasePort's take

Light signal

editorial:auto 13d

The python/v1.1.0 release adds three MCP tools for regex search across operator data and story dialogue.

Why it matters: Evaluate the new search tools in a development environment before deploying to production.

Summary

AI summary

Added three new MCP tools for full‑text regex search across operator data and story dialogue.

Changes in this release

Type	Severity	Summary	CVE
Feature
Feature	Medium	list_search_scopes MCP tool lists searchable data domains and their content types. list_search_scopes MCP tool lists searchable data domains and their content types. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	search_data MCP tool enables regex search of operator names, descriptions, archive texts, voice lines. search_data MCP tool enables regex search of operator names, descriptions, archive texts, voice lines. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Medium	search_stories MCP tool enables story dialogue, narration, and choice lines search with filtering. search_stories MCP tool enables story dialogue, narration, and choice lines search with filtering. Source: llm_adapter@2026-05-21 Confidence: low	—
Feature	Low	Added three new MCP tools for full-text regex search. Added three new MCP tools for full-text regex search. Source: granite4.1:30b@2026-05-22-audit Confidence: low	—

Full changelog

Added

Search tools. Three new MCP tools provide full-text regex search across
operator data and story dialogue, enabling exploratory queries without
knowing exact operator names or story keys upfront:
- list_search_scopes — list searchable data domains and their content types.
- search_data(pattern, scope, max_results) — search operator names,
  descriptions, archive texts, and voice lines.
- search_stories(pattern, character, line_type, context_lines, max_results, event_id)
  — search story dialogue, narration, and choice lines with filtering by
  speaker and line type, plus configurable context lines around each match.

Install

pip install prts-mcp==1.1.0

Docker

docker pull ghcr.io/3akhp/prts-mcp:1.1.0

View diff on GitHub

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About 3aKHP/prts-mcp

MCP Server for Arknights, querying the PRTS Wiki API and serving auto-synced operator archives and voice lines from game data. Designed for fan-creation (同人創作) AI agents. Python (stdio/Docker) and TypeScript (Streamable HTTP) implementations.

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Related context

Related tools

Earlier breaking changes

vts/v1.0.0 Public tool surface frozen; 9 MCP tool names, parameters, and response formats locked.