pulsemcp scanned Safe content atomic mcp-remote

TranslateGemma

Local AI translation service built on Google's TranslateGemma models supporting 55 languages including Cantonese, Chinese, Japanese, and Korean. Features multiple deployment options via Docker with GPU acceleration, intelligent 100-token chunking for long documents, and multiple backend options including GGUF quantization, MLX for Apple Silicon, and PyTorch with CUDA. Provides FastAPI web interface, REST API, and MCP server integration with automatic model management and memory optimization.

Cognium trust score

63%

Tier

Scanned

Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately. Last scanned 2026-09-19.

Scan details: Circle-IR · 2026-09-19 · Appeal

View full trust & usage report →

Metadata

Version: 1.0.0
Skill type: atomic
Execution layer: mcp-remote
Category: cloud-infra
Source: PulseMCP
Repository: github.com/neosun100/translategemma
Author type: human
Last scanned: 2026-09-19
Updated: 2026-09-19

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MCP

Resolve TranslateGemma from your agent

Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.

One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.

claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp

Swap --scope user for --scope project to commit it to .mcp.json.

Your client Same endpoint everywhere; only the config key differs. The full list is in the descriptor.

Claude Desktop · Settings → Connectors → Add custom connector

https://api.skillsregistry.net/mcp

Paste the URL as the connector endpoint. No authentication.

ChatGPT · Settings → Connectors → Create (developer mode) → MCP server URL

https://api.skillsregistry.net/mcp

Authentication: none. Works in chat and deep research — the server exposes the connector search and fetch tools.

Codex CLI · ~/.codex/config.toml

[mcp_servers.skillsregistry]
url = "https://api.skillsregistry.net/mcp"