Skip to main content
Glama

Stellaris Teacher MCP

Personal MCP server by Ibrahim Sabri Örene for offline-first game knowledge retrieval. Zero runtime dependencies; Node.js 18+; stdio transport.

Capabilities

BM25-ranked knowledge search, page and section access, glossary lookup, UI-label mapping, learning paths, ingestion queues and optional timestamped video retrieval. stellaris_explain combines useful context for a teaching assistant.

node server.js
node test/smoke.js

Register node /absolute/path/to/mcp-stellaris/server.js with your MCP client. Set STELLARIS_KB_DIR to the desired writable knowledge directory. Without it, storage defaults to a sibling .kb directory.

Related MCP server: loci-mcp

Build your own knowledge base

The public repository includes authored term mappings and source code, not a downloaded wiki or video corpus. An empty KB is expected on first run. Use stellaris_queue_add, stellaris_queue_next and stellaris_kb_add_page to ingest material you are permitted to use. Live HTTP access can be blocked by the wiki's browser challenge; the tool reports that limitation.

The original smoke test runs against a throwaway KB with synthetic examples. It does not use your personal corpus.

Stellaris and its wiki are third-party works. This repository is an independent tool and does not redistribute their article bodies or full video transcripts. Retrieved material retains its source rights and attribution. The project package declares MIT; see LICENSE.

Related MCP Connectors

Related MCP Servers

  • F
    license
    A
    quality
    C
    maintenance
    Enables LLM agents to search and retrieve a hybrid knowledge base of manuals, videos, PDFs, DOCX files and images through tools for hybrid BM25-plus-vector search with facet and tag filters, full document retrieval, semantically similar document lookup, and timestamped video transcript segments. It ships with an in-memory backend for instant local use and an identical Elasticsearch backend for production deployment over stdio or authenticated HTTP.
    5
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents and MCP hosts to query locally indexed notes, docs, chat logs, and other files via hybrid vector/BM25 retrieval with section-level citations. Exposes tools, resources, and prompts for searching and asking over the indexed content.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables AI hosts and agents to search, ask, and retrieve cited sections from a locally indexed collection of notes, documents, PDFs, web pages, org files, and chat logs using hybrid vector and BM25 retrieval.
    -
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents and MCP-compatible hosts to search, ask, and retrieve section-level citations from scattered local notes, docs, PDFs, Word files, web pages, org files, and chat logs using hybrid vector and BM25 retrieval.
    -