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MCP Server Risk Analyzer

mcp_risk_score
Idempotent

MCP Server Risk Analyzer (x402-paid, $0.05): score an MCP server manifest for security risk before install — destructive tools, over-broad scopes, weak auth, egress — with per-tool findings and fixes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
payerNoOptional wallet/account identifier; stored only as a hash
toolsYesThe MCP server's tool manifest
apiKeyNoFree-tier / plan API key (hp_free_… or a pass key). Forwarded as X-API-Key so paid tools serve from your monthly quota with NO x402 wallet. Get a free key (250 calls/mo) at https://hermesplant.com/pricing.
serverNoServer name/URL
channelNoDiscovery channel or source tag
campaignNoCampaign tag for downstream telemetry
xPaymentNoRaw X-PAYMENT proof from an x402-compatible wallet/client
actorTypeNoCaller type for analytics: agent, human, synthetic, system, or unknown
authModelNoe.g. oauth, token, none
syntheticNoMark this paid retry as an internal test/probe for analytics exclusion
priorToolsNoPrior tool names to diff capability growth
paymentSignatureNox402 payment proof to forward as PAYMENT-SIGNATURE and X-PAYMENT on retry
paymentIdentifierNoOptional x402 payment identifier for idempotency/retry correlation

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okYesTrue when the upstream storefront call returned a 2xx response
httpStatusYesUpstream HTTP status code
paymentRequiredNoTrue when the response is an x402 HTTP 402 payment challenge

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond annotations (readOnlyHint=false, destructiveHint=false, idempotentHint=true), the description adds key behavioral facts: it is x402-paid ($0.05) and intended as a pre-install safety check. It does not contradict annotations, and while it doesn't detail side effects like network calls, the payment disclosure is valuable. The tool's scoring nature is consistent with idempotentHint=true.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single, densely informative sentence: it leads with the tool's name and cost, states its action ('score'), the object ('MCP server manifest'), the condition ('before install'), the risk dimensions, and the output ('per-tool findings and fixes'). No filler or repetition.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 13 parameters, an output schema, and a clear one-sentence purpose, the description covers the essential context. It mentions the output briefly, and the fact that it's paid is included. Slight room for improvement in giving a concrete example of the risk score, but overall it is complete for selecting and correctly invoking the tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with detailed parameter descriptions, so the baseline is 3. The description adds meaning by relating the input to MCP server manifests and risk categories (e.g., 'destructive tools' hints at the tools[].network and permissions fields), but it doesn't explicitly explain how to populate parameters beyond what the schema already offers.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's specific purpose: 'score an MCP server manifest for security risk before install'. It enumerates what it checks (destructive tools, over-broad scopes, weak auth, egress) and the deliverable ('per-tool findings and fixes'), which distinguishes it from sibling tools like action_safety_quick_gate or walletguard_score that target different aspects of security.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides a clear context: use before installing an MCP server. It implies this is a pre-install assessment, separating it from tools that analyze runtime actions or payments. While it does not explicitly name alternatives, the specificity of 'MCP server manifest' gives strong guidance on when to invoke it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

A3.9/5.0
Disambiguation5/5

Each tool has a clear, distinct purpose. Financial tools (bond, cashflow, deal, options, portfolio, wallet, waterfall) each target a specific analysis type, email tools are batch vs single, and e-commerce tools are separate. No two tools could be easily confused.

Naming Consistency4/5

Most tools follow a noun_verb pattern (e.g., bond_analyze, emailguard_validate), but there is some inconsistency: some use verb_noun (get_product, list_products) and brand names like cashflowlens_analyze break the pattern slightly. Overall, it is still readable and mostly predictable.

Tool Count4/5

With 19 tools spanning finance, email, security, and e-commerce, the count is slightly high but reasonable for a pay-per-use server offering diverse deterministic analytics. Each tool serves a distinct function, and the number is not overwhelming.

Completeness4/5

The set covers major financial analysis types, email validation, and basic e-commerce operations. Minor gaps (e.g., no tool for portfolio rebalancing or more advanced email features) exist, but the core advertised services are well-covered.

Resources