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Laplace’s Mini World MCP Server

by keith-cyio.github.Keith-CY/laplace-mini-world-mcpv1.0.1

Interactive 3D science models in Chinese and English, found and shown live in the chat.

0remoteofficial registry

context tax

~1,164 tok/turn3 tools

security

92/100

cold start

hosted

freshness

Active3d ago

Our reading of Laplace’s Mini World, from the data

Laplace’s Mini World is an MCP server from keith-cy, listed in the official MCP Registry.

Its 3 tools add about 1,164 tokens to every model turn (measured 2026-10-19).

Maintenance is active: the last public signal was 3 days ago (2026-10-16).

It runs as a hosted endpoint, so there is nothing to install.

Install Laplace’s Mini World MCP server

Install in Claude Code

claude mcp add --transport http laplace-mini-world https://world.lapla.si/mcp

Remote endpoints

  • streamable-httphttps://world.lapla.si/mcp

Context tax

Connecting this server adds ~1,164 tokens of tool definitions to every model turn (moderate, 3 tools). Measured 2026-10-19 via its hosted endpoint; o200k tokenizer, worst case for clients that load all tools up front. How we measure

ModelPer 1,000 turnsWith prompt caching
Claude Opus 5.5$4.66$0.233
Claude Sonnet 5.5$2.33$0.233
Claude Haiku 5.5$0.116—

Input prices as of 2026-10-06. Excludes your own prompt and output.

Tools (3)

  • search_models319 tok

    Use this when the user asks how something works or why something happens in physics, engineering, AI, biology and medicine, earth and space science or mathematics, or asks to see or try a mechanism: e.g. “why do we have seasons”, “how does a jet engine work”, “潮汐是怎么形成的”, “Transformer 的注意力是什么”. Searches the interactive 3D models (“plates”) on world.lapla.si: first an index of the questions each plate answers (Chinese and English), then titles and topics. Returns the best plates, each with its slug, the chapter that answers the question and sometimes lab settings, to pass to show_model. Returns

  • show_model278 tok

    Shows one interactive 3D model from world.lapla.si in the conversation, opening at the chapter that answers the user’s question; the user can turn it, step through its chapters and try its lab. Use it after search_models with the slug and chapter (and params) it returned, or when the user names a plate. Also returns a short text summary and the plate’s link, for clients that show no UI.

  • list_chapters135 tok

    Lists one plate’s chapters (ids and titles) and the lab settings it accepts (ids, ranges, options), for show_model. Use it when the user wants another part of a plate than the one search_models gave, or wants to set the lab.

Security signals

92/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.

Deductions

  • No license detected-5
  • No security policy (SECURITY.md)-3

Checks

  • ✓Repository hygiene (archived, activity, license, security policy)
  • ✓Tool descriptions (prompt-injection and hidden-text heuristics)
  • ○Package metadata (install scripts, provenance) — pending
  • ○Source scan (secrets, CVEs, risky code) by vectra-guard — pending

Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules

Freshness

Active — last maintenance signal 3d ago. The newest of the signals below sets the band.

  1. Last commit (default branch)

    2026-10-16 · 3d ago · GitHub

  2. Latest release

    no data · GitHub

  3. Package published

    no data · npm/PyPI

  4. Registry entry updated

    2026-10-16 · 3d ago · official registry · v1.0.1

FAQ

›How do I install the Laplace’s Mini World MCP server in Claude Code?

Run: claude mcp add --transport http laplace-mini-world https://world.lapla.si/mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Laplace’s Mini World require an API key?

No required environment variables are declared in its published metadata.

›Can I use Laplace’s Mini World as a remote (hosted) MCP server?

Yes. It is a hosted MCP server; connect to its URL with any client that supports remote MCP.

›Is Laplace’s Mini World in the official MCP registry?

Yes, as io.github.Keith-CY/laplace-mini-world-mcp.

›How many tokens does Laplace’s Mini World add to my context?

Its tool definitions total about 1,164 tokens, resent on every turn.

Sources and method

Official MCP Registry entry
updated 2026-10-16
GitHub repository
fetched 2026-10-19
Last checked against all sources
2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.