ssd-ai (ssdeanx/ssd-ai) is an MCP server listed on the M8ven Trust Index. It scores 70 out of 100, grade C. It declares 36 tools. No publisher has claimed this listing.

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C
Caution
70/100

ssd-ai

→ ssdeanx/ssd-ai· listed on modelscope

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

ssdeanx

Source: ModelScope

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Install from

ModelScopenot scored here

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
🚨
Known vulnerabilities in dependencies: 1 critical, 2 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
// tools this server exposes36 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.

inspect_network_requests

network|API calls|check requests|network|API calls|check requests|network traffic - Inspect network requests

monitor_console_logs

console log|check errors|show logs|console|check logs|debug output|console errors - Monitor browser console

analyze_complexity

complexity|how complex|complexity|how complex|difficulty - Analyze code complexity

apply_quality_rules

apply rules|apply standards|apply rules|apply standards|follow conventions|apply - Apply quality rules

check_coupling_cohesion

coupling|cohesion|coupling|cohesion|dependencies check|module structure - Check coupling and cohesion

get_coding_guide

guide|rules|convention|guide|rules|convention|standards|best practices - Get coding guide

suggest_improvements

improve|make better|refactoring|improve|make better|refactor|optimize|enhance code - Suggest improvements

validate_code_quality

quality|review|check|quality|review code|check quality|validate|code review - Validate code quality

auto_save_context

commit|checkpoint|backup|compress|auto-save - Auto-save and compress context

delete_memory

forget|delete|remove|erase - Delete specific memory

list_memories

list|saved items|show saved|what memories - List saved memories

prioritize_memory

important|priority|prioritize|what matters - Prioritize memories by importance

recall_memory

recall|remember|what was|remind|retrieve - Retrieve from memory

restore_session_context

restore|revert|go back|recover session - Restore previous session context

save_memory

remember|save|store|memorize|keep - Save to long-term memory

search_memories

find|search|look for|query memories - Search memories by content

start_session

hi-ai|hello|start|begin session - Start session with context

update_memory

update|modify|change|edit memory - Update existing memory

analyze_requirements

requirements analysis|what we need|requirements analysis|what we need|analyze requirements|essential features - Analyze project requirements

create_user_stories

story|user story|user story|user stories|as a user - Generate user stories from requirements

feature_roadmap

roadmap|schedule|timeline|roadmap|timeline|project plan|development schedule - Generate development roadmap

generate_prd

PRD|product requirements document|product requirements|requirements document|spec document - Generate Product Requirements Document

analyze_prompt

analyze prompt|rate this|score|how good|prompt quality|evaluate prompt|assess - Analyze prompt quality and provide improvement suggestions

enhance_prompt

be specific|more detail|clarify|elaborate|vague|enhance|improve prompt - Transform vague requests into clear, actionable prompts

enhance_prompt_gemini

prompt improvement|gemini strategies|quality improvement|prompt enhancement|gemini strategies|quality improvement - Enhance prompts using Gemini API prompting strategies (Few-Shot, Output Format, Context)

apply_reasoning_framework

reasoning framework|systematic analysis|logical thinking|structured reasoning|methodical approach - Apply 9-step reasoning framework to analyze complex problems systematically

find_references

where used|references|usages|find usage|references|where used - Find symbol references

find_symbol

find function|where is class|variable location|find function|where is|locate - Find symbol definitions

analyze_problem

analyze this|how to approach|break this down|problem analysis|examine|investigate - Break down complex problem into structured steps

break_down_problem

break down|divide|split into parts|decompose|step by step|subdivide - Break complex problems into sub-problems

create_thinking_chain

thinking process|chain of thought|reasoning chain|thought flow|sequential thinking - Create sequential thinking chain

format_as_plan

as a plan|organize|checklist|format as plan|make a plan|organize this|checklist - Format content into clear plans

step_by_step_analysis

step by step|one at a time|gradually|step by step|one by one|gradually - Perform detailed step-by-step analysis

think_aloud_process

think about|consider|what do you think|think about it|let me think|reasoning - Generate think-aloud reasoning process

get_current_time

what time|current time|time now|get time - Get current time

preview_ui_ascii

create page|build UI|design component|make page|develop page - Preview UI before coding

// known CVEs in dependencies1 critical2 high5 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

criticalvitest@4.0.16GHSA-5xrq-8626-4rwp

When Vitest UI server is listening, arbitrary file can be read and executed

high@modelcontextprotocol/sdk@1.25.1GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.25.1GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

lowre2@1.23.0GHSA-6hxr-mr5r-9836

re2: Global `String.prototype.match` with an empty-matchable pattern never advances → infinite loop with unbounded native memory growth (DoS)

lowre2@1.23.0GHSA-8hcv-x26h-mcgp

node-re2: String.prototype.replace(re2, template) aborts the Node process (uncatchable ToLocalChecked on empty MaybeLocal) when the result exceeds V8's max string length

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// 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.
configHOSTNAME
configLOG_DIR
configMEMORIES_DIR
configMEMORY_DB_PATH
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Dependencies

11 runtime dependencies (9 dev), 1 flagged: puppeteer-core

All four hints declared on every tool

36/36 tools missing one or more hints — inspect_network_requests (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); monitor_console_logs (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_complexity (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +33 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

Only 0/36 tools referenced in tests (0%)

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

Production dependencies are patched

0 critical, 2 high severity in production deps — @modelcontextprotocol/sdk@1.25.1 (high), @modelcontextprotocol/sdk@1.25.1 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Dev dependencies

1 critical/high in dev-only deps (does not ship to users)

Upgrade dev dependencies when convenient.

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 4 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
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commit: 1ce86fb6f9a6bd432e7760315f06c5c57577b4f6
code hash: 3449d51993489781616e9dbcc44277490a273a9781340713e63da11728e7c540
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