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AI Repo Adventures MCP

Transforms code repositories into interactive, themed adventures for exploration and learning through a Model Context Protocol server.

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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: GITHUB_TOKEN, REPO_ADV_LLM_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.
🔐 secretGITHUB_TOKEN
configREPO_ADV_CHUNKING_CONTEXT_SUMMARY_TOKENS
configREPO_ADV_CHUNKING_PROMPT_TOKENS
configREPO_ADV_CHUNKING_RESPONSE_TOKENS
configREPO_ADV_ESTIMATED_TOKENS_PER_CHAR
configREPO_ADV_FILE_ANALYSIS_TIMEOUT
configREPO_ADV_FILE_READ_TIMEOUT
configREPO_ADV_GPT5_REASONING_EFFORT
configREPO_ADV_GPT5_VERBOSITY
🔐 secretREPO_ADV_LLM_API_KEYyour_openai_key_here
configREPO_ADV_LLM_API_VERSION2025-01-01-preview
configREPO_ADV_LLM_BASE_URLLLM API base URL
configREPO_ADV_LLM_CACHE_SIZE
configREPO_ADV_LLM_CACHE_TTL
configREPO_ADV_LLM_INITIAL_THROTTLE_DELAY
configREPO_ADV_LLM_MAX_THROTTLE_DELAY
configREPO_ADV_LLM_MAX_TOKENS10000 # Response length (default: 10000)
configREPO_ADV_LLM_MODELgpt-4o-mini
configREPO_ADV_LLM_MULTI_MODEL_TESTS
configREPO_ADV_LLM_REQUEST_TIMEOUT120000 # Request timeout in ms (default: 120000)
configREPO_ADV_LLM_TEMPERATURE0.7 # Creativity (0.0-2.0, default: 0.7)
configREPO_ADV_LLM_TEST_MODELS
configREPO_ADV_LLM_THROTTLE_DECAY_RATE
configREPO_ADV_MAX_CONTEXT_TOKENS
configREPO_ADV_REPOMIX_CACHE_TTL
configREPO_ADV_REPOMIX_GRACEFUL_TIMEOUT
configREPO_ADV_REPOMIX_MAX_BUFFER_SIZE
configREPO_ADV_REPOMIX_SUBPROCESS_TIMEOUT
configREPO_ADV_TOKEN_RATE_WINDOW_SECONDS
configREPO_ADV_VALIDATION_MAX_CHOICE_LENGTH
configREPO_ADV_VALIDATION_MAX_DISPLAY_LENGTH
configREPO_ADV_VALIDATION_MAX_PATH_LENGTH
configTOKEN_RATE_WINDOW_SECONDS
// 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 1 concrete improvement 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/danwahlin-ai-repo-adventures-16flz5)](https://m8ven.ai/mcp/danwahlin-ai-repo-adventures-16flz5)
commit: d605734886598de22e2211165ad273de32670e08
code hash: 1d183ad17e12ec8ed1be312b2d4d1a7e7811a94cac2d483db8eedc2cd6140ce3
verified: 6/13/2026, 10:22:13 AM
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