Wiro MCP Server (wiroai/Wiro-MCP) is an MCP server listed on the M8ven Trust Index. It scores 60 out of 100, grade C. It declares 11 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Caution
60/100

Wiro MCP Server

Official MCP server for Wiro AI that provides access to hundreds of AI models for generation, editing, and analysis from any MCP-compatible assistant.

→ wiroai/Wiro-MCP· 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

wiroai

Source: Glama

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Install from

Glamanot 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: 3 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
✅
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 2 credentials: WIRO_API_KEY, WIRO_API_SECRET
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// tools this server exposes11 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.

cancel_task

Cancel a task that is still in the queue (before worker assignment). Tasks already running cannot be cancelled — use kill_task instead.

explore

Browse curated AI models on Wiro, organized by category. Returns featured and popular models grouped into sections like "Recently Added", "Image Generation", "Video", etc. No parameters needed — just call it to see what's available.

get_model_schema

Get the full parameter schema for a specific model. Shows parameter names, types, options, defaults, and required fields. Use this before run_model to understand what parameters a model accepts.

get_task_price

Get the cost of a completed task. Returns the total cost charged for the run. Only successful tasks (pexit "0") are billed — failed tasks are not charged.

get_task

Get the current status and output of a task. Returns status, outputs, cost, and elapsed time. Check pexit for success ("0") or failure.

kill_task

Kill a task that is currently running (after worker assignment). For queued tasks, use cancel_task instead.

recommend_model

Describe what you want to build and get model recommendations ranked by relevance. Use natural language like "remove background from product photos" or "generate a 10-second cinematic video".

run_model
search_docs

Search the Wiro documentation for guides, API references, examples, and how-to information. Returns relevant sections from the docs.

search_models

Search and browse AI models on Wiro. Returns model names, slugs, descriptions, and categories. Use this to discover available models before running them.

upload_file

Upload a file from a URL to Wiro for use as model input. Note: most models accept direct URLs in file parameters (e.g. inputImage, inputImageUrl) without uploading first. Only use this when the model requires a Wiro-hosted file or when you need to reuse the same file across multiple runs.

// known CVEs in dependencies3 high

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

high@modelcontextprotocol/sdk@1.12.0GHSA-345p-7cg4-v4c7

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

high@modelcontextprotocol/sdk@1.12.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.12.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

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.
configWIRO_API_BASE_URLNo Override API base URL (default: https://api.wiro.ai/v1)
🔐 secretWIRO_API_KEY"": "your-api-key",
🔐 secretWIRO_API_SECRET"": "your-api-secret"
// 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

11/11 tools missing one or more hints — cancel_task (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); explore (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_model_schema (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +8 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 inputs are validated

10/11 tool handlers declare input schemas (91%)

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

Tests exist

No test files found

Add tests that exercise each declared tool.

Production dependencies are patched

0 critical, 3 high severity in production deps — @modelcontextprotocol/sdk@1.12.0 (high), @modelcontextprotocol/sdk@1.12.0 (high)

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

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 5 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/wiroai/wiro-mcp?variant=verified)](https://m8ven.ai/mcp/wiroai/wiro-mcp)
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commit: 72a4b86dfed8e0a94b0387f0b3784a31b825811b
code hash: 2e936de9afe2ee38073372d7030876df04d5dbfc5006f30eed30c05a77484459
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