C
Emerging
74/100
11 hours ago

skeletongraph

Provides function-level structural retrieval for coding agents using tree-sitter, with zero-LLM indexing and MCP serving, enabling exact function localization and cost savings.

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

yashdoke7

Source: Glama

Is this your MCP?

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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 6 credentials: SG_EVAL_API_KEY, SG_SUMMARY_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configSG_MCP_LOCATOR_ONLY
configSG_MCP_BODY_TOP
configSG_MCP_RETRIEVAL
configSG_EVAL_QUIET
configSG_EVAL_VERBOSE_EMPTY
configSG_EVAL_DATA_ROOT
configSG_EVAL_RUN_TAG
configSG_EVAL_API_BASE
🔐 secretSG_EVAL_API_KEY
configSG_EVAL_MODEL
configSG_EVAL_API_KEYS
configSG_EVAL_DISABLE_THINKING
configSG_EVAL_MAX_TURNS
configSG_RG_PATH
configSG_EVAL_STRICT
configGITNEXUS_CMD
configSERENA_BIN
configCBMEM_BIN
configCBMEM_INDEX_MODE
configCBMEM_SEARCH
configSG_DENSE_MODELjinaai/jina-embeddings-v2-base-code () — the semantic
configSG_DENSE_MAX_CHARS
configSG_DENSE_BATCH_SIZE
configGRAPHIFY_BIN
configGRAPHIFY_EXTRACT_TIMEOUT
configGRAPHIFY_BACKEND
configOLLAMA_BASE_URL
configSG_EMBED_MODELall-MiniLM-L6-v2 () — a smaller, separate model used
configSG_RERANK_MODEL
configSG_HYBRID_USE_SG_CHUNKS
configSG_LOCALIZER_MODEL
configSG_LOCALIZER_BUDGET
configSG_LOCALIZER_ALWAYS
configSG_LOCALIZER_CALL_TIMEOUT
configSG_LOCALIZER_MAX_WALL_S
configSG_LOCALIZER_PRICE_IN
configSG_LOCALIZER_PRICE_OUT
configSG_LOCALIZER_VERBOSE
configSG_SUMMARY_OLLAMA_MODEL
configSG_SUMMARY_OLLAMA_MAX
configSG_SUMMARY_API_BASE
🔐 secretSG_SUMMARY_API_KEY
configSG_SUMMARY_MODEL
configGEMINI_API_VERSION
configSG_CLI_PROVIDER
configSG_CLI_SLM_MODEL
configSG_CLI_MLM_MODEL
configSG_CLI_LLM_MODEL
configSG_CLI_API_BASE
configSG_EMBED_DIM
configSG_GATE_MIN_SG
configSG_GATE_MAX_DENIALS
configSG_GATE
🔐 secretGEMINI_API_KEY
🔐 secretGOOGLE_API_KEY
🔐 secretOPENAI_API_KEY
🔐 secretANTHROPIC_API_KEY$env: = "..."
configSG_DENSE_TIMEOUT_Sinternal timeout (, 20s by default), in which case it
// quality suggestions

Secrets not written to files

1 secret value written to files

Avoid persisting secrets to disk. Keep them in memory or your secret manager.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// 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/yashdoke7-skeletongraph-1hz8ry)](https://m8ven.ai/mcp/yashdoke7-skeletongraph-1hz8ry)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 4d876df80f0140b0ec46bc67f879b1d00d5556b9
code hash: 3d71bc815917ba7a312c206ce2be8d198fe40e136382a7c1f835a883f698b440
verified: 8/20/2026, 3:07:31 AM
view raw JSON →
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