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Scrooge Tool Mill

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Web page tools for AI agents: page metadata, outlinks, change detection, readable text and 10-URL batch metadata. Pay per call in USDC on Base via x402 ($0.02 to $0.15), no API key or signup.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A3.6/5.0

Scored across 5 tools

Disambiguation4/5

Most tools target distinct data types (metadata, change detection, links, text), but batch_meta and page_meta overlap for single-URL metadata, which could cause misselection based on cost or intent.

Naming Consistency5/5

All tool names use consistent snake_case with descriptive noun phrases (e.g., page_meta, change_fingerprint), making the set predictable and easy to scan.

Tool Count5/5

With 5 tools, the set is well-scoped for a focused web data extraction service, and each tool clearly earns its place by providing distinct data or batch capability.

Completeness4/5

The surface covers essential read operations (single/batch metadata, change fingerprint, links, readable text) but lacks batch variants for links and text, creating a minor asymmetry for multi-page workflows.

Available Tools

5 tools
batch_metaBInspect

Page metadata for 1–10 public URLs in one payment. $0.15 USDC on Base (eip155:8453) via x402

ParametersJSON Schema
NameRequiredDescriptionDefault
urlsYes

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full burden and does disclose real behavioral context: cost ($0.15 USDC), payment rail (x402 on Base/eip155:8453), and the batch ceiling. It does not say what the metadata payload contains, how failures for individual URLs are surfaced, or whether non-public URLs error out.

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

Conciseness4/5

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

Two tight clauses, front-loaded with the capability and followed by price/rail. No wasted words, though the missing verb makes the opening slightly telegraphic.

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

Completeness3/5

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

For a no-annotation, no-output-schema tool the description covers the commercial and scope essentials, but an agent still lacks the return shape and per-URL error semantics needed to use results confidently.

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?

The single parameter has 0% schema description coverage, so the description must compensate. It restates the 1–10 range (already enforced by minItems/maxItems) and adds the meaningful 'public' qualifier, but does not clarify URL format or whether duplicates/mixed results are handled.

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

Purpose4/5

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

The phrase 'Page metadata for 1–10 public URLs' names the resource (page metadata) and the batch scope, which cleanly separates it from the single-URL sibling page_meta. It lacks an explicit verb, but the intent is unambiguous.

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

Usage Guidelines3/5

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

The '1–10 ... in one payment' framing implies this is the batch/economical path versus a single-URL call, but no sibling is named and no when-not-to-use condition is given. Usage is inferable rather than stated.

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

change_fingerprintBInspect

Change fingerprint for one public URL: etag, lastModified, contentHash, byteLength, fetchedAt. $0.04 USDC on Base (eip155:8453) via x402

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYes

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It usefully discloses the paid nature ($0.04 USDC on Base via x402) and implies a read operation by listing returned fields, but it omits authentication needs, rate limits, failure behavior, and whether payment is charged per call or per success.

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

Conciseness4/5

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

The description is short and front-loads the core purpose before listing returned fields and the cost. Every clause carries information, though the opening phrase could be more syntactically precise.

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

Completeness3/5

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

For a one-parameter tool with no output schema and no annotations, the description covers the essential output fields and payment model. However, it leaves ambiguity around what 'change fingerprint' precisely means, omits usage guidance against siblings, and does not state whether the operation is read-only or has side effects.

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 description coverage is 0%, so the description must compensate. It adds that the single param is for one public URL, which gives some meaning beyond the bare schema, but it does not specify URL format, validation, or required protocols.

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

Purpose4/5

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

The description names a specific resource (one public URL) and enumerates the fingerprint fields returned: etag, lastModified, contentHash, byteLength, fetchedAt. It is clear enough to distinguish from a generic metadata or text extraction tool, though it does not explicitly name sibling alternatives or fully resolve whether 'change' is a verb or a noun.

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

Usage Guidelines2/5

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

There is no explicit guidance on when to use this tool versus siblings like page_meta or batch_meta. The fields imply change-detection use, but the agent must infer that context and there are no exclusions or prerequisites beyond 'one public URL'.

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

page_metaAInspect

Page metadata for one public URL: title, description, canonical, OG image, language, excerpt. $0.02 USDC on Base (eip155:8453) via x402

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYes

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does disclose a meaningful behavioral trait: the cost and payment rail ($0.02 USDC on Base, eip155:8453 via x402) per call. However, it says nothing about authentication, failure modes, rate limits, or whether the source URL must be publicly accessible, so coverage is partial.

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?

Two compact fragments with zero filler: the return payload is front-loaded and the pricing constraint follows. Every clause carries information an agent needs before calling.

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?

For a simple one-parameter read tool with no output schema, the description lists the return fields and the payment requirement, which covers most of what an agent needs. Missing only edge-case behavior such as error responses for unreachable URLs.

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 0% and the single 'url' parameter has no schema description, so the description must compensate. It adds the constraint that the URL must be public, which is real added meaning, but provides no format, canonicalization, or scheme guidance beyond that.

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

Purpose4/5

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

The description states a specific resource (page metadata) with a precise scope ('one public URL') and enumerates the fields returned (title, description, canonical, OG image, language, excerpt). This implicitly contrasts with the sibling batch_meta, which handles multiple URLs, though it never names that sibling explicitly.

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

Usage Guidelines3/5

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

Usage is only implied: 'one public URL' suggests this is the single-URL path and batch_meta is the multi-URL alternative, but the description never states when to pick one over the other or what prerequisites apply (e.g., the URL must be publicly reachable). No exclusions or alternatives are given.

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

readable_textBInspect

Main readable text from one public page. Optional maxChars is 1–12000. $0.05 USDC on Base (eip155:8453) via x402

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYes
maxCharsNo

TDQS

B3.1/5.0
Behavior3/5

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

No annotations exist, so the description carries the full burden. It does disclose genuinely useful behavior the schema cannot convey: a $0.05 USDC payment on Base (eip155:8453) via x402, and the 'public page' access constraint. It omits error behavior, rate limits, and what happens to non-public/JS-rendered pages, which are meaningful gaps for a paid extraction tool.

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

Conciseness4/5

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

Three short fragments with no filler, and the core purpose is front-loaded before the cost and parameter notes. Slightly telegraphic, but every clause earns its place.

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

Completeness2/5

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

With no annotations, no output schema, and 0% schema description coverage, the description should do more. It covers cost and the maxChars ceiling but says nothing about the return shape, failure modes on non-public pages, or pagination/truncation behavior when maxChars clips content.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate for two parameters. It restates maxChars bounds (1–12000) that the schema already enforces via minimum/maximum, and only loosely qualifies url as a 'public page'. No URL format, scheme, or example is given, so the coverage gap is not closed.

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

Purpose4/5

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

States a specific verb+resource: 'Main readable text from one public page.' The 'one public page' scope distinguishes it from batch_meta, but the description never names page_meta or any sibling explicitly, so the agent must infer the boundary itself.

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

Usage Guidelines3/5

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

Usage is only implied. The 'one public page' phrasing hints that batch/multi-page work belongs to a sibling, but there is no explicit when-to-use, when-not-to-use, or named alternative (page_meta, batch_meta, link_graph).

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 5 tool updates
    • First observedbatch_meta
    • First observedchange_fingerprint
    • First observedlink_graph
    • First observedpage_meta
    • First observedreadable_text

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