F
Warning
17/100
13 days ago

Upsonic

Build autonomous AI agents in Python.

Warning. Serious findings were identified. Review the full report before connecting. 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

Upsonic

Source: github_topic

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// key findings
🚨
Reads files from sensitive locations
Touches: credentials.json
⚠️
Tool descriptions don’t match what handlers do
2 tools describe read intent but their handlers mutate — edit_file (line 352: resolved.write_text(new_content, encoding="utf-8")); edit_file (line 211: resolved.write_text(new_content, encoding="utf-8"))
🔐
You'll be asked for 9 credentials: AZURE_OPENAI_API_KEY, OPENAI_API_KEY, GOOGLE_AI_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, HF_TOKEN, HUGGINGFACE_HUB_TOKEN, ASQAV_API_KEY, PROMPTLAYER_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.
configUPSONIC_TELEMETRY
configAZURE_OPENAI_ENDPOINT
🔐 secretAZURE_OPENAI_API_KEY
🔐 secretOPENAI_API_KEY
🔐 secretGOOGLE_AI_API_KEY
🔐 secretGEMINI_API_KEY
configAWS_ACCESS_KEY_ID
configAWS_PROFILE
🔐 secretGOOGLE_API_KEY
🔐 secretHF_TOKEN
🔐 secretHUGGINGFACE_HUB_TOKEN
🔐 secretASQAV_API_KEY
configASQAV_API_URL
🔐 secretPROMPTLAYER_API_KEY
configUPSONIC_OTEL_HEADERS
configUPSONIC_OTEL_SAMPLE_RATE
// 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

174/174 tools missing one or more hints — mcp (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); dangerous_action (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); safe_action (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +171 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 — delete_file deletes at line 817 (shutil.rmtree(str(resolved)))

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.

Descriptions match behaviour

2 tools describe read intent but their handlers mutate — edit_file (line 352: resolved.write_text(new_content, encoding="utf-8")); edit_file (line 211: resolved.write_text(new_content, encoding="utf-8"))

Rename the tool, rewrite the description, or move the side-effect into a separate clearly-named tool.

Tool inputs are validated

151/161 tool handlers declare input schemas (94%)

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

Tool handlers catch errors

97/161 tool handlers wrap calls in try/catch (60%)

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

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

No access to sensitive paths

Reads sensitive paths: credentials.json

Remove reads of sensitive system paths. If you genuinely need them, document why in the README.

Shell command execution

3 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 10 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/upsonic-upsonic-1ow6ni?variant=verified)](https://m8ven.ai/mcp/upsonic-upsonic-1ow6ni)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 101f0313b0ddb96cd4078354879b2ff57005db29
code hash: 0a8d6d6c0c9d254d7d7a3015d5af7bae64049d9336dd20a965912b11e7f095de
verified: 8/7/2026, 2:24:34 AM
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