AgentOverFlow MCP Server

Provides a find_solution tool that retrieves verified, compressed coding solutions from a curated library and injects them into AI coding agents like Claude Code and Cursor via MCP, improving problem-solving success rates by up to 50%.

→ Kart-ing/agentoverflow-verified-layer · listed on glama

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Glama

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// key findings

✅

1 tools verified — handlers match their declared behaviour

1 read-only tool verified — handlers contain no write/delete/exec

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 2 credentials: DEEPSEEK_API_KEY, VOYAGE_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.

🔐 secretDEEPSEEK_API_KEY

configAOF_EMBEDDINGS

configDEEPSEEK_BASE_URL

configAOF_COMMUNITY

🔐 secretVOYAGE_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 3 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/kart-ing-agentoverflow-verified-layer-dn5kse)](https://m8ven.ai/mcp/kart-ing-agentoverflow-verified-layer-dn5kse)

commit: f5484846e9a2ea28c49dab3ab9619a60f1c94c92

code hash: b4cf37578841b4e710cb425ff38d06d7473576ccd746bb6c151831954171481e

verified: 6/28/2026, 9:06:31 AM

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