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dev.to Developer Blogs & Programming Tutorials — buy per-query (devtowatch)

data_preview

Read-onlyIdempotent

✅ No API key needed. Listing: devtowatch: dev.to Developer Blog & Tutorial Firehose. Price 0.01 USDC/query (max 20 queries/session). Sample questions: What are the newest developer blog posts on dev.to?; Show recent programming tutorials or beginner guides. FREE preview — no key, no payment. Try one of the sample questions now.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "data_preview"
  }
}

Input Schema

NameRequiredDescriptionDefault
slugNoPublic listing slug. Defaults to the routed session's listing when connected via /mcp/data/{slug}/http.
questionNoOptional free-text question you'd ask this data (echoed back).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered; the description adds the genuinely useful facts that no API key is required and that calls are free with a 20-queries-per-session cap. However, it also states 'Price 0.01 USDC/query' immediately beside 'no payment,' which muddies whether an invocation can incur cost, and it omits the key behavioral limit stated only in the schema ('public metadata only').

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

Conciseness2/5

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

The text is promotional rather than informational: a leading checkmark emoji, 'No API key needed' and 'FREE preview — no key, no payment' saying the same thing twice, plus pricing and session-limit lines that read like listing copy. The sample questions are the only substantive content and are buried in the middle rather than front-loaded.

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 two-optional-parameter, read-only, guest-callable preview tool with no output schema, the description supplies enough to invoke it safely: no auth, no cost, a question string, and a sense of the data. The missing piece is what the call actually yields (public metadata only, question echoed), which lives in the schema description rather than here.

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 100% and both parameters are documented there, including the slug routing behavior and the fact that question is echoed back. The description adds nothing about slug or question, so the schema does all the work and the baseline of 3 applies.

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

Purpose3/5

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

The description names a specific listing (devtowatch: dev.to Developer Blog & Tutorial Firehose) and gives sample questions that reveal the data domain, but it never states plainly what the tool does or returns — the only indication of purpose is the phrase 'FREE preview.' It does not distinguish this preview from the sibling paid tools (data_session_query, data_session_open), leaving the agent to infer the difference from the name alone.

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 a weak call to action ('Try one of the sample questions now') but no guidance on when to use this instead of data_session_open or data_session_query, and no stated prerequisites or follow-on path. An agent cannot tell from the text whether preview is a required first step before a paid session or an independent free call.

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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