SATWISE-AI (InnovativeSumit/SATWISE-AI) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 10 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

SATWISE-AI

BOSS HACKATHON TRACT 2

→ InnovativeSumit/SATWISE-AI· listed on github_repo_search

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.

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Who stands behind it

InnovativeSumit

Source: github_repo_search

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Install from

GitHub

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// 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.
// tools this server exposes10 tools

These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.

get_bitcoin_price

Get the current Bitcoin price and 24h market data in USD. Use whenever the user asks for the current/live BTC price or market cap.

get_historical_bitcoin_data

Get historical daily Bitcoin price data for the last N days (max 365 on the free tier). Use for CAGR, volatility, drawdown, or trend questions.

get_block

Get Bitcoin block information by height or block hash.

analyze_transaction

Retrieve full details for a Bitcoin transaction by txid: inputs, outputs, fee, fee rate, confirmation status and block info.

analyze_address

Retrieve summary information for a Bitcoin address: balance, tx count, and recent transaction IDs. Does not reveal any off-chain identity.

calculate_cagr

Calculate Compound Annual Growth Rate from a [timestamp_ms, price] series (as returned by get_historical_bitcoin_data). Returns start/end dates, start/end price, number of years, and CAGR percent.

calculate_volatility

Calculate the standard deviation of daily returns (volatility) from a [timestamp_ms, price] series. Set annualize=True for annualized volatility.

calculate_drawdown

Calculate the maximum drawdown (largest peak-to-trough decline) from a [timestamp_ms, price] series.

analyze_privacy

Run documented Bitcoin chain-analysis privacy heuristics (common-input- ownership, address reuse, change detection, round-number patterns, peel chain signal) against a transaction's inputs/outputs, as returned by analyze_transaction. Always frames results as inferences, never identity claims.

search_bitcoin_knowledge

Search the curated Bitcoin knowledge base (RAG) for educational content — definitions, history, mechanics (UTXOs, PoW, Lightning, monetary policy, privacy model). Use for conceptual/educational questions, NOT for live prices or transaction data. level: beginner | intermediate | advanced.

// 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

10/10 tools missing one or more hints — get_bitcoin_price (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_historical_bitcoin_data (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_block (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +7 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.

Tool test coverage

4/10 tools referenced in tests (40%)

Write tests that reference each tool by name so every tool has at least one test.

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 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/innovativesumit/satwise-ai)](https://m8ven.ai/mcp/innovativesumit/satwise-ai)
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commit: e6f023cea14641f0efb85d2658e66c69636bf86b
code hash: 6aeeecc88b5ae3c7432e0c01b1b672d1948457cdbfe495a83f6048da36acd8f8
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