ladybug-tools-mcp
Rank #5,195glama/LoftyTao/ladybug-tools-mcp
Enables natural-language interaction with Ladybug Tools for building performance simulation, 3D modeling, and data visualization, allowing agents to perform complex environmental analysis tasks without CAD software.
What you can do with ladybug-tools-mcp
ladybug-tools-mcp is a Model Context Protocol (MCP) server published by loftytao. It ranks #5,195 of 144,396 active servers on MCP Toplist, and its repository has 11 GitHub stars. ladybug-tools-mcp is listed across 2 registries — Glama and PulseMCP, with 6 release tags tracked from its GitHub repository. It was first listed on May 7, 2026 and most recently updated on Sep 24, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What ladybug-tools-mcp can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using ladybug-tools-mcp
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect ladybug-tools-mcp and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for ladybug-tools-mcpyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 7, 2026
- Latest release tag
- Sep 24, 2026
- Version history
- 6 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since May 8, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · delisted, last seen Jun 25, 2026
Do you maintain ladybug-tools-mcp? to correct or enrich this profile.
GitHub releases (6)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.2.3 | Sep 24, 2026 |
| v1.2.2 | Sep 23, 2026 |
| v1.2.1 | Sep 22, 2026 |
| v1.2.0 | Sep 5, 2026 |
| v1.1.0 | Jun 1, 2026 |
| v1.0.0 | May 26, 2026 |
Ranks ahead of 139,201 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FLoftyTao%2Fladybug-tools-mcp)<a href="https://mcptoplist.com/server/glama%2FLoftyTao%2Fladybug-tools-mcp"><img src="https://mcptoplist.com/badge/glama%2FLoftyTao%2Fladybug-tools-mcp.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains ladybug-tools-mcp?
- ladybug-tools-mcp is maintained by loftytao, which publishes 2 MCP servers (6 total versions) tracked on MCP Toplist.
- Is ladybug-tools-mcp listed on the Official MCP Registry?
- ladybug-tools-mcp is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does ladybug-tools-mcp have?
- No registry surfaces explicit version metadata for ladybug-tools-mcp; MCP Toplist tracks 6 release tags from its GitHub repository, most recently published on Sep 24, 2026.
- Where can I find the source code for ladybug-tools-mcp?
- The source code for ladybug-tools-mcp is hosted at github.com/loftytao/ladybug-tools-mcp.
Do you run this server?
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