Brief, mostly signal

Algebras Harness localizes apps from Claude Code via MCP

Runs onboarding, glossary, translation and QA steps through an MCP server with an API key. Results land on a new git branch for review.

Read the source at github.com

What the research found

Algebras localization agent runs onboard, glossary, translate and qa steps through an Algebras MCP server with an API key and leaves results on a new git branch for review.

Claims and how well the evidence supports them

Algebras agent connects to MCP server at platform.algebras.ai/api/mcp using an x-api-key header 99%
Agent runs onboard, glossary, translate and qa steps and leaves results on a new git branch algebras/localize-<date> 98%
Fluency check costs approx N+10 per string for context mode and 2N+10 for isolated mode 98%
Works with Claude Code, Cursor, Codex, Windsurf and GitHub Copilot via MCP 91%

Evidence

github.com https://github.com/algebras-ai/algebras-agent

Actionability rated medium.