misata (rasinmuhammed/misata) is an MCP server listed on the M8ven Trust Index. It scores 72 out of 100, grade C. It declares 7 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Caution
72/100

misata

Synthetic data that hits the numbers you declare, exactly. Multi-table with verified foreign-key integrity, deterministic, no model in the data path. Python + MCP server. In simple terms, a powerful demo data generator for sales/demos/seed data.

→ rasinmuhammed/misata· listed on glama

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.

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Who stands behind it

rasinmuhammed

Source: Glama · also listed on github_repo_search

Is this your MCP?

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Install from

Glamanot scored hereGitHub

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
⚠️
Tool annotations don’t match behaviour
1 read-only tool performs write/delete/exec — validate_yaml (line 1037: tmp_path.unlink(missing_ok=True))
✅
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 1 credential: GROQ_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes7 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.

list_domains

List the 18 built-in business domains Misata can generate from natural language.

preview_story

Inspect what Misata would generate from a story — without generating any rows.

inspect_schema

Return the full schema (tables, columns, relationships) for a story without generating data.

generate_dataset

Generate a synthetic dataset from a story and write it to disk as CSV files.

generate_from_schema

Generate a dataset from a schema you design. This is the primary Misata tool.

seed_database

Fill a live Postgres or SQLite database with realistic, connected data, read from the database's own schema.

validate_yaml

Validate a ``misata.yaml`` document at two levels.

// 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.
🔐 secretGROQ_API_KEYRequires pip install "misata[llm]" plus one of , OPENAI_API_KEY, ANTHROPIC_API_KEY, GOOGLE_API_KEY.
configMISATA_PROVIDER
configMISATA_NO_HINTS
configBEDROCK_MODEL_ID
configAWS_BEARER_TOKEN_BEDROCK
configAWS_REGION
configAWS_DEFAULT_REGION
configOPENAI_MODEL
// quality suggestions

Tool annotations match behaviour

1 read-only tool performs write/delete/exec — validate_yaml (line 1037: tmp_path.unlink(missing_ok=True))

Either remove the readOnlyHint:true annotation, or remove the write/delete call from the tool handler.

Destructive tools are labelled

1 tool perform destructive updates without destructiveHint — validate_yaml deletes at line 1037 (tmp_path.unlink(missing_ok=True))

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.

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 2 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/rasinmuhammed/misata?variant=verified)](https://m8ven.ai/mcp/rasinmuhammed/misata)
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commit: 0f7b945a9cdcc1d2636cdc73468a6986b2b95e8f
code hash: 5050e263efa21819c9137f7c758221db2bdd4a275136a253f700e74d45deb23e
view raw JSON →
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