data-transformer
Rank #138,235glama/tetracoralla/BatchTicket
Provides safe, deterministic inspection, transformation, validation, and diffing of structured data (JSON, CSV, YAML, Parquet) via schema-aware MCP tools.
What you can do with data-transformer
data-transformer is a Model Context Protocol (MCP) server published by tetracoralla. It ranks #138,235 of 144,396 active servers on MCP Toplist. data-transformer is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Aug 20, 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 data-transformer 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 data-transformer
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 data-transformer 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
- math-anchor#15,970
- Armorial#17,497
- decision-table#26,055
- state-machine#31,481
- Gridlace#76,552
- context-surface-analyzer#138,236
- text-integrity#138,237
No task-specific alternatives are catalogued for data-transformeryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Aug 20, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- 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 Aug 24, 2026 · still listed
Do you maintain data-transformer? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 6,161 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%2Ftetracoralla%2FBatchTicket)<a href="https://mcptoplist.com/server/glama%2Ftetracoralla%2FBatchTicket"><img src="https://mcptoplist.com/badge/glama%2Ftetracoralla%2FBatchTicket.svg" alt="MCP Toplist: #138,235 of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains data-transformer?
- data-transformer is maintained by tetracoralla, which publishes 8 MCP servers (7 total versions) tracked on MCP Toplist.
- Is data-transformer listed on the Official MCP Registry?
- data-transformer is not on the Official MCP Registry. It is listed on Glama.
- How many versions does data-transformer have?
- Version information is unavailable for data-transformer: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for data-transformer?
- The source code for data-transformer is hosted at github.com/tetracoralla/BatchTicket.
Do you run this server?
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