airas

Item: airas
Rating: 0
Author: M8ven

MCP server for AIRAS, an open-source research automation platform. It provides tools for paper search, retrieval, hypothesis generation, experiment execution, and paper writing, enabling automated or interactive research directly from MCP clients.

→ airas-org/airas · listed on glama

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// key findings

🚨

Reads files from sensitive locations

Touches: ~/.airas/credentials.json

🔐

You'll be asked for 11 credentials: GH_PERSONAL_ACCESS_TOKEN, AIXS_API_KEY, OPENALEX_API_KEY, DEVIN_API_KEY, FIRE_CRAWL_API_KEY, HF_TOKEN, OPENROUTER_API_KEY, QDRANT_API_KEY, SEMANTIC_SCHOLAR_API_KEY, WANDB_API_KEY, GOOGLE_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.

🔐 secretGH_PERSONAL_ACCESS_TOKEN

🔐 secretAIXS_API_KEY

🔐 secretOPENALEX_API_KEY

configENABLE_HTTP_CACHE

configFEEDBACK_FROM_ADDRESS

configFEEDBACK_TO_ADDRESS

configAWS_SES_REGION

configAIXS_BASE_URL

🔐 secretDEVIN_API_KEY

🔐 secretFIRE_CRAWL_API_KEY

🔐 secretHF_TOKEN

configKROKI_BASE_URL

configOPENROUTER_BASE_URL

🔐 secretOPENROUTER_API_KEY

configAWS_REGION_NAME

configLITELLM_LOG

🔐 secretQDRANT_API_KEY

configQDRANT_BASE_URL

🔐 secretSEMANTIC_SCHOLAR_API_KEY

🔐 secretWANDB_API_KEY

configGITHUB_OWNER

🔐 secretGOOGLE_API_KEY

// 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 7 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/airas-org-airas-3r455s)](https://m8ven.ai/mcp/airas-org-airas-3r455s)

commit: 1752ea667564a385721c97768e8d9b22944f466a

code hash: 208ba7239a04cc38ada5b6173b1011894c26ae0cec0533fe34f22c69443a8f12

verified: 7/31/2026, 8:58:56 AM

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