groundwork

Enables AI agents to perform grounded web research with injection resistance, claim verification, and cost-aware routing through MCP tools like web_search, fetch_url, extract_claims, and check_grounding.

→ Des-Sleigh/groundwork · 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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 2 credentials: ANTHROPIC_API_KEY, TAVILY_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.

configNEXT_PUBLIC_API_URL— cd web && npm install && =http://localhost:8000 npm run dev

configGROUNDWORK_CORS_ORIGINS

configGROUNDWORK_MOCK— 1 uvicorn api.server:app --port 8000 # backend

🔐 secretANTHROPIC_API_KEY— export =sk-ant-... ; export TAVILY_API_KEY=tvly-... # optional

configGROUNDWORK_DB

configGROUNDWORK_LOG_LEVEL

configGROUNDWORK_CORPUS

🔐 secretTAVILY_API_KEY— Real web via Tavily when is set; offline fixture corpus otherwise — so dev, CI, and the demo all run with zero keys.

configGROUNDWORK_SEARCH_BACKEND

// 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 4 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/des-sleigh-groundwork-1bbj3f)](https://m8ven.ai/mcp/des-sleigh-groundwork-1bbj3f)

commit: af27034f1ebe9c962b313b743cf61d0a33149f27

code hash: 90235c0b50f6fc370580bdca3a8b02422d978cd674ad95ef62aa4f6c7a4f6002

verified: 6/22/2026, 12:21:14 PM

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