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HomelessHelper

Server Details

Shelters, food, housing, healthcare and support services in every US state, by county or distance.

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

TDQS

A3.6/5.0

Scored across 3 tools

Disambiguation4/5

The three tools map to distinct resources: states/territories, counties within a state, and provider records themselves. The only mild overlap is that homeless_counties returns counts of providers and homeless_providers_search returns the providers, so an agent might momentarily pick the wrong one when asked 'what's in this county', but the descriptions make the count-vs-record distinction clear.

Naming Consistency4/5

All three names share a consistent homeless_<resource> snake_case prefix, which is predictable and readable. The minor deviation is homeless_providers_search, which embeds an extra verb-like token rather than following the pure resource pattern of homeless_states / homeless_counties.

Tool Count4/5

Three tools is on the lean side but well-matched to a read-only directory: browse coverage, drill into counties, then search providers. Each tool earns its place with no redundancy; only a dedicated provider-detail tool would plausibly justify a fourth.

Completeness4/5

The surface covers the natural discovery lifecycle for a directory: what's covered (states/categories), where (counties), and who (provider search with filtering and distance sorting). The main gap is the absence of a direct fetch-by-provider-id or detail tool, forcing agents to re-search to retrieve a single known record, but this is workable.

Available Tools

3 tools
homeless_countiesList counties with providersA
Read-onlyIdempotent
Inspect

For one state, the counties that have providers in the directory and how many each has, optionally for one category.

NameRequiredDescriptionDefault
stateYesTwo-letter state code.
categoryNo

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, openWorld), and the description adds real behavioral content on top: output is a county list with per-county counts, only counties that actually have providers are included, and the category filter is optional. Remaining gaps like ordering or how zero-count counties behave are minor given the annotations.

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?

A single sentence with the scope constraint ('For one state') front-loaded and no redundant restatement of the tool name. The phrasing is slightly compressed/awkward ('For one state, the counties that...') but every clause carries information.

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 two-parameter read tool with an output-less schema, the description does describe the return payload (counties plus counts), which is the important part. It stops short of covering the category parameter's semantics, result ordering, or behavior for a state with no matching providers, leaving a few gaps an agent would want.

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 50%: 'state' is documented (two-letter code) but 'category' has only an enum and no prose. The description does add meaning by clarifying category is optional and narrows the counts, but it doesn't explain the category semantics or confirm that omitting it aggregates across all categories. Baseline 3 given the schema carries part of the load.

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 concrete resource (counties) and the payload (each county plus its provider count), scoped to 'one state' and optionally one category. That is far more specific than the bare tool name, though it never explicitly contrasts itself with siblings homeless_states or homeless_providers_search, so an agent must infer the boundary.

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 implied rather than stated: 'the counties that have providers' signals this is a coverage/aggregation lookup, and 'optionally for one category' signals an optional narrowing filter. There is no explicit when-to-use versus the sibling search tool, and no note about what happens outside the listed states.

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

homeless_statesList covered statesA
Read-onlyIdempotent
Inspect

The states and territories HomelessHelper covers, with their two-letter codes, and the provider categories available.

NameRequiredDescriptionDefault

No parameters

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world, so the safety profile is fully covered. The description adds that results include two-letter codes and provider categories, but says nothing about ordering, size, or whether the set is static — modest added value for a no-parameter reference call.

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?

A single tight sentence with no padding, and the core subject (the states/territories covered) leads. It lacks a verb, making it read as a fragment rather than a complete statement of what the call does.

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 no output schema, the description does the job of indicating return contents: states, their two-letter codes, and available provider categories. For a static zero-parameter reference tool this is nearly sufficient, though the result shape (e.g., grouping of categories per state) is left unstated.

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?

The tool takes zero parameters, so the schema carries nothing to explain; baseline is 4. The description correctly implies no inputs are needed to get the full coverage list.

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?

Names a specific resource (states and territories HomelessHelper covers) and the return contents (two-letter codes, provider categories). It is distinguishable from homeless_counties and homeless_providers_search by scope, though the verb is only implied via the title rather than stated.

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: an agent can infer this is a coverage/lookup endpoint to call before filtering by state. There is no explicit statement of when to prefer it over homeless_counties or homeless_providers_search, and no prerequisites or exclusions.

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. 3 tool updates
    • First observedhomeless_counties
    • First observedhomeless_providers_search
    • First observedhomeless_states

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