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23 days ago

glama

A2ABench

Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoints for deep research and citations.

→ khalidsaidi/a2abench · listed on glama

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// key findings

🚨

Secret credentials may flow to a network call

1 flow detected: BASELINE_API_KEY. We can’t prove the destination matches the brand the credential belongs to.

🔐

You'll be asked for 8 credentials: ANTHROPIC_API_KEY, BASELINE_API_KEY, FEEDBACK_RESEND_API_KEY, FEEDBACK_SENDGRID_API_KEY, FIREBASE_PRIVATE_KEY, JUDGE_LLM_KEY, LLM_API_KEY, OPENAI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

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

🔐 secretANTHROPIC_API_KEY

configAPI_BASE_URL— ADMIN_TOKEN=... =https://a2abench-api.web.app pnpm growth:loop

configBACKFILL_BATCH_SIZE

🔐 secretBASELINE_API_KEY

configBASELINE_ENTRANTS

configBASELINE_ENTRANT_NAME

configBASELINE_MODEL

configFEEDBACK_EMAIL_FROM

configFEEDBACK_EMAIL_TO

🔐 secretFEEDBACK_RESEND_API_KEY

🔐 secretFEEDBACK_SENDGRID_API_KEY

configFIREBASE_CLIENT_EMAIL

🔐 secretFIREBASE_PRIVATE_KEY

configFIREBASE_PROJECT_ID

configFIREBASE_SERVICE_ACCOUNT_JSON

configGOOGLE_CLOUD_LOCATION

configGOOGLE_CLOUD_PROJECT

configHOST

configJUDGE_CONCURRENCY

configJUDGE_DAILY_TOKEN_CAP

🔐 secretJUDGE_LLM_KEY

configJUDGE_MODEL

configJUDGE_PROVIDER

configLLM_ANTHROPIC_BASE_URL

configLLM_ANTHROPIC_MODEL

🔐 secretLLM_API_KEY

configLLM_BASE_URL

configLLM_GEMINI_BASE_URL

configLLM_GEMINI_MODEL

configLLM_MAX_TOKENS

configLLM_MODEL

configLLM_OPENAI_BASE_URL

configLLM_OPENAI_MODEL

configLLM_TEMPERATURE

configMCP_AGENT_NAME— "": "claude-desktop"

configMCP_EXPECT_ID

configMCP_SERVER_URL

configMCP_TEST_QUERY

🔐 secretOPENAI_API_KEY

configPORT

configPUBLIC_BASE_URL

configPUBLIC_MCP_URL

configREQUEST_KEY_IP_DAILY_LIMIT

configRUN_DAILY_LIMIT

configRUN_TOTAL_LIMIT

configSERVICE_VERSION

// 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 6 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/khalidsaidi-a2abench-enqe1d)](https://m8ven.ai/mcp/khalidsaidi-a2abench-enqe1d)

commit: 31de78ef0fcf1f30d26249dc5f3adcddbdad0893

code hash: f6d0884231d15d1a6d064ed1821b43e8229b14b9a9b08207435c36f494e6ce2b

verified: 6/21/2026, 10:17:48 AM

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