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mcp_so

🧠 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 6 credentials: ANTHROPIC_API_KEY, NEO4J_PASSWORD, OPENAI_API_KEY, PUBMED_API_KEY, BASIC_AUTH_PASS, VAULT_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/inspector@0.16.1GHSA-g9hg-qhmf-q45m

MCP Inspector is Vulnerable to Potential Command Execution via XSS When Connecting to an Untrusted MCP Server

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// 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
configNEO4J_USER
configNEO4J_DATABASE
configBASIC_AUTH_USER
🔐 secretBASIC_AUTH_PASS
configLEARNING_RATE
configBATCH_SIZE
configMAX_STEPS
configCLAUDE_MODEL
configOPENAI_MODEL
configGCP_PROJECT_ID
configVAULT_ADDR
🔐 secretVAULT_TOKEN
configSECRETS_PROVIDER
// 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: 7/3/2026, 9:49:53 AM
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