transit_functiongemma_mcp

Generates transit route information by routing user queries to MCP tools using a fine-tuned FunctionGemma model, relying on a fixed API for actual transit data and avoiding natural language generation beyond tool calls.

→ sasanokusa/transit_functiongemma_mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configFUNCTIONGEMMA_ADAPTER— export =outputs/functiongemma-transit-ja-real-r4

configMCP_ENDPOINT

configFUNCTIONGEMMA_THREADS

configFUNCTIONGEMMA_QUANTIZE

configTRANSIT_MCP_TIMEOUT

configTRANSIT_MCP_RETRIES

configTRANSIT_MCP_CACHE_TTL

configTRANSIT_RATE_LIMIT_REQUESTS

configTRANSIT_RATE_LIMIT_WINDOW

configTRANSIT_AUDIT_LOG

configTRANSIT_LOG_USER_QUERY

configTRANSIT_LOG_RAW_LOCATION

configTRANSIT_AUDIT_PATH

configTRANSIT_LOG_SALT

configTRANSIT_BEHAVIOR_LOG— 1とTRANSIT_BEHAVIOR_LOG_USER_QUERY=1を有効にします。

configTRANSIT_BEHAVIOR_LOG_DIR

configTRANSIT_BEHAVIOR_LOG_RETENTION_DAYS

configTRANSIT_BEHAVIOR_LOG_USER_QUERY— TRANSIT_BEHAVIOR_LOG=1と=1を有効にします。

configTRANSIT_BEHAVIOR_LOG_ANSWER

configTRANSIT_WEB_SHOW_TRACE— 既定でOFFです。=1ではモデル出力、parse済みcall、schema検証、

configTRANSIT_DEFAULT_GRAPHICAL

configFUNCTIONGEMMA_NORMALIZE_JA

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/sasanokusa-transit-functiongemma-mcp-dcal2m)](https://m8ven.ai/mcp/sasanokusa-transit-functiongemma-mcp-dcal2m)

commit: ac33a2f1371df4806d30cc72487c5d9f5bc5d8c2

code hash: cf8d2066043403738d1de6f6378ec55baac3fb1da06bbe0e377c89d7913c139f

verified: 7/8/2026, 8:47:06 AM

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