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The bitHuman docs over MCP: two read-only tools, search and fetch; it needs no account and no key.

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Status
Healthy
Uptime
100.0% over 32 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A4.4/5.0

Scored across 2 tools

Disambiguation5/5

The two tools form a clean retrieval pair: `search` returns ranked ids and snippets, `fetch` retrieves a full page by that id. Descriptions explicitly state the handoff (`pass the id to fetch`), leaving no overlap or misselection risk.

Naming Consistency5/5

Both names are terse lowercase verbs (search, fetch) with no noun decoration, which is fully consistent and idiomatic for a retrieval API. No mixed casing or conflicting verb styles.

Tool Count3/5

Two tools is thin in absolute terms, and the rubric flags 1-2 tools as borderline. For a read-only docs server it is defensible, since discover + retrieve is the whole job, but there is no room for browsing or metadata enumeration.

Completeness4/5

Search plus full-page fetch covers the core docs-access lifecycle, and the OpenAPI contract plus section filtering are exposed via parameters. The one gap is enumeration: an empty query is an error, so an agent cannot browse or list available sections/pages before searching.

Available Tools

2 tools
fetchFetch a bitHuman docs pageA
Read-onlyIdempotent
Inspect

Fetch one docs page as markdown by the id search returned (a path such as /platforms/python), or by its full docs.bithuman.ai URL. Returns JSON {id, title, text (the whole page as markdown), url, metadata}. Example: {"id": "/api/agents"}. Errors: an unknown path (run search for the id) and a URL outside docs.bithuman.ai are refused. Read-only, no sign-in.

NameRequiredDescriptionDefault
idYesA page path (/platforms/python) or URL (https://docs.bithuman.ai/platforms/python).

TDQS

A4.4/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/no destructive behavior, and the description adds genuine context beyond them: the exact return payload shape ({id, title, text, url, metadata}), that it is a JSON response, the refusal conditions (unknown path, non-bithuman URL), and that no sign-in is required. Only pagination/size limits are unaddressed.

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?

Front-loads what is fetched and how it is identified, then packs return shape, example, error cases, and auth status into a compact paragraph. Dense but every sentence carries distinct information.

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

Completeness5/5

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

With no output schema present, the description compensates by naming the returned fields, and it also covers error behavior and auth. Nothing an agent needs to invoke it correctly is missing.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3, but the description goes further by stating where the id originates (`search`) and giving a concrete example call ({"id": "/api/agents"}) that clarifies expected formatting.

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?

States a specific verb (fetch) and resource (a docs page as markdown) and immediately distinguishes itself from the sibling `search` by noting the id comes from a prior search. An agent can pick this tool over search without opening the schema.

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?

Clearly ties usage to the `search` tool for obtaining the id and explains both accepted identifier forms. It lacks an explicit 'do not use this when...' clause, but the routing context is unambiguous.

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. 1 tool update
    • Changedsearch1 field changed
      • changedInput schema / properties / limit / description
        Previous value: -"How many results (default 8)."New value: +"How many results, 1 to 20 (default 8)."
  2. 2 tool updates
    • First observedfetch
    • First observedsearch

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