Jarvis (AbhiGandhi-A2/Jarvis) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

AbhiGandhi-A2

Source: github_code

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 7 credentials: GROQ_API_KEY, OPENAI_API_KEY, ANTHROPIC_API_KEY, PENTESTGPT_API_KEY, ELEVENLABS_API_KEY, SNAKE_ELECTRONHUB_API_KEY, DB_PASSWORD
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.
configGROQ_API
🔐 secretGROQ_API_KEY
🔐 secretOPENAI_API_KEY
configOPENAI_API
🔐 secretANTHROPIC_API_KEY
configInputLanguage
configNickName
🔐 secretPENTESTGPT_API_KEY
🔐 secretELEVENLABS_API_KEY
configLOG_LEVELexport =DEBUG
configLOG_FORMAT
configCURIOSITY_CHANCE
configREFLECTION_CHANCE
configLOOP_SLEEP_DURATION
configERROR_SLEEP_DURATION
configMAX_EXPERIMENT_LOOPS
configMAX_ITERATIONS
configRESEARCH_TASK_TIMEOUT
configEMBEDDING_MODEL
configEMBEDDING_MODEL_TYPE
configEMBEDDING_USE_CUDA
configEMBEDDING_DEVICE
configPERSONA_NAME
configPERSONA_ORIGIN
configPERSONA_CREATIVITY
configINVENTION_INTERVAL
configSHUTDOWN_TIMEOUT
configSHUTDOWN_BACKUP_COUNT
configSNAKE_AGENT_INTERVAL
configSNAKE_CODING_PROVIDER
configSNAKE_CODING_MODEL
configSNAKE_PROVIDER_BASE_URL
🔐 secretSNAKE_ELECTRONHUB_API_KEY
configSNAKE_CODING_TEMPERATURE
configSNAKE_CODING_MAX_TOKENS
configSNAKE_UNLIMITED_MODE
configSNAKE_CHUNK_SIZE
configSNAKE_PROVIDER_TIMEOUT
configSNAKE_PROVIDER_KEEP_ALIVE
configSNAKE_REASONING_PROVIDER
configSNAKE_REASONING_MODEL
configSNAKE_REASONING_TEMPERATURE
configSNAKE_REASONING_MAX_TOKENS
configSNAKE_BLACKLIST_PATHS
configSNAKE_COMM_CHANNEL
configSNAKE_COMM_PRIORITY_THRESHOLD
configSNAKE_MAX_THREADS
configSNAKE_MAX_PROCESSES
configSNAKE_ANALYSIS_THREADS
configSNAKE_TASK_TIMEOUT
configSNAKE_MAX_QUEUE_SIZE
configSNAKE_CLEANUP_INTERVAL
configSNAKE_OLLAMA_TIMEOUT
configSNAKE_OLLAMA_KEEP_ALIVE
configRAVANA_BLOG_ENABLED
configBLOG_DEFAULT_STYLE
configBLOG_MIN_CONTENT_LENGTH
configBLOG_MAX_TAGS
configBLOG_AUTO_PUBLISH_ENABLED
configBLOG_REQUIRE_APPROVAL
configBLOG_RETRY_ATTEMPTS
configBLOG_MAX_RETRY_DELAY
configSNAKE_MONITOR_INTERVAL
configSNAKE_VLTM_STORAGE_DIR
configDB_NAME
configDB_USER
🔐 secretDB_PASSWORD
configDB_HOST
configDB_PORT
configCACHE_DIR
configMODEL_LLM
configMODEL_EMBED
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
deployDATABASE_URL
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

15/15 tools missing one or more hints — call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); web_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_document (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +12 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Destructive tools are labelled

1 tool perform destructive updates without destructiveHint — run_tests deletes at line 128 (shutil.rmtree(temp_dir))

Add destructiveHint:true to any tool whose handler calls .delete(), .upsert(), .update(), unlink, rm, DELETE, DROP, REPLACE INTO, or any operation that overwrites existing data.

Tool inputs are validated

4/7 tool handlers declare input schemas (57%)

Declare an inputSchema with zod/joi/yup on every tool definition.

Tool handlers catch errors

Only 1/7 tool handlers wrap calls in try/catch (14%)

Wrap each tool handler body in try/catch and return a structured error response.

Tests exist

No test files found

Add tests that exercise each declared tool.

Shell command execution

7 child_process calls — runs shell commands

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

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 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 Verified](https://m8ven.ai/badge/mcp/abhigandhi-a2-jarvis-18mm0q?variant=verified)](https://m8ven.ai/mcp/abhigandhi-a2-jarvis-18mm0q)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 1ab7944864ee23116b3065f681930cd8528bf07f
code hash: 2cfe733602ee74dc81c3072f486343b9ebcb55228a260efdb6feaa891397078c
verified: 8/8/2026, 8:51:20 AM
view raw JSON →
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