EcoOracle

EcoOracle is an MCP server that retrieves canonical usage recipes and API cards from a registry of R/Python packages, enabling users to build scripts using ecosystem packages.

→ bbuchsbaum/eco-oracle · 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: ECO_GITHUB_TOKEN, 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.

configECO_ATLAS_ENFORCE_ENTRYPOINTS

configECO_ATLAS_ENFORCE_EXPORT_SYMBOLS

configECO_ATLAS_INCLUDE_MANUAL_CARDS

configECO_ATLAS_INCLUDE_TEST_CARDS

configECO_ATLAS_MANUAL_CARDS_PATH— 1. File path: manual_cards.jsonl at package repo root (default; override with )

configECO_ATLAS_MAX_CARDS_PER_SNIPPET

configECO_ATLAS_MIN_CARDS

configECO_ATLAS_MIN_SYMBOLS

configECO_ATLAS_MODEL

configECO_ATLAS_OUT

configECO_ATLAS_REQUESTS_PER_RUN

configECO_CACHE_DIR— (optional, default ~/.cache/eco-oracle)

configECO_ECOSYSTEM_PATH

🔐 secretECO_GITHUB_TOKEN— (optional, needed for private release assets)

configECO_NAMESPACE_PATH

configECO_REFRESH_INTERVAL_MS

configECO_REFRESH_SECS— (optional, default 600)

configECO_REGISTRY_PATH— ECO_REGISTRY_URL or (set at least one)

configECO_REGISTRY_URL— or ECO_REGISTRY_PATH (set at least one)

🔐 secretOPENAI_API_KEY— for distillation step

// 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 5 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/bbuchsbaum-eco-oracle-10wwnv)](https://m8ven.ai/mcp/bbuchsbaum-eco-oracle-10wwnv)

commit: 82a14d7fa35f3b52dc2206a2c530f33666bafbb7

code hash: 51559b19558d7c4ed97398aebe029a3dc44bd03c651792912fcd65e34be960fb

verified: 6/22/2026, 12:55:42 PM

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