🧠 Adaptive Graph of Thoughts

AI Reasoning Framework for Scientific Research

→ SaptaDey/Adaptive-Graph-of-Thoughts-MCP-server · listed on mcp_so

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// key findings

🚨

Code appears obfuscated

2 files are unreadable to a human reviewer. Cannot audit what they do.

⚠️

Known vulnerabilities in dependencies: 1 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

🔐

You'll be asked for 4 credentials: ANTHROPIC_API_KEY, NEO4J_PASSWORD, OPENAI_API_KEY, PUBMED_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.

configAGOT_BACKEND_URL

configAGOT_BASE_URL

🔐 secretANTHROPIC_API_KEY— export ="your_anthropic_key" # Optional

configCONFIDENCE_THRESHOLD— Minimum confidence for hypothesis acceptance 0.7 No

configENABLE_EXTERNAL_SEARCH— Enable external database search true No

configLOG_LEVEL— export ="INFO" # DEBUG, INFO, WARN, ERROR

configMAX_REASONING_DEPTH— Maximum graph traversal depth 5 No

🔐 secretNEO4J_PASSWORD— export ="your_password"

configNEO4J_URI— export ="bolt://localhost:7687"

configNEO4J_USERNAME— export ="neo4j"

🔐 secretOPENAI_API_KEY— export ="your_openai_key" # Optional

🔐 secretPUBMED_API_KEY— PubMed API key for evidence gathering - No

// 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/saptadey-adaptive-graph-of-thoughts-mcp-server-137p2f)](https://m8ven.ai/mcp/saptadey-adaptive-graph-of-thoughts-mcp-server-137p2f)

commit: 1c4b6580fd66394dee151a8507606cb216d14ebd

code hash: a46185eee5a8f59541ba265dfc8c65a0ee6fc3c89da115bfbe533cc70ffe2aca

verified: 5/31/2026, 10:11:22 AM

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