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Search source-linked real estate observations with capability discovery and bounded credits.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
realtycrawl/realtycrawl-mcp
GitHub Stars
0
Server Listing
RealtyCrawl MCP

TDQS

A3.5/5.0

Scored across 5 tools

Disambiguation4/5

Tools separate discovery (list_platforms, list_endpoints, get_capabilities, get_endpoint) from execution (call_endpoint) reasonably well. However, get_capabilities and list_endpoints both surface operation information, which could cause an agent to hesitate between them.

Naming Consistency5/5

All tool names follow a consistent snake_case verb_noun pattern (call_endpoint, get_capabilities, get_endpoint, list_endpoints, list_platforms). The verbs (call, get, list) clearly map to the action being performed.

Tool Count5/5

Five tools is well-scoped for a read/search API wrapper: four discovery/metadata tools and one execution tool. Each tool earns its place without bloat.

Completeness4/5

The surface covers platform discovery, endpoint listing/details, capability inspection, and single-call execution, which fits a read-only crawling API. Minor gaps include no dedicated tool for checking credit balance or handling pagination, though the descriptions note these limitations.

Available Tools

5 tools
call_endpointB
Read-only
Inspect

Execute one source read or search. May consume credits. No automatic retry or pagination. POST search requests need a stable idempotency key.

ParametersJSON Schema
NameRequiredDescriptionDefault
endpointIdYes
maxCreditsYes
parametersNo
idempotencyKeyNo

TDQS

B3.4/5.0
Behavior4/5

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

Annotations already declare readOnly=true and destructive=false, so the safety profile is covered. The description adds genuinely non-obvious behavior: credit consumption, no automatic retry, no pagination, and the idempotency-key requirement for POST searches. It stops short of 5 only because it doesn't say what happens on partial failure or how credits are debited.

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?

Four short sentences, front-loaded with the core action before the caveats. Dense and mostly waste-free, though 'May consume credits' and the retry/pagination note could be merged into one cost/behavior clause.

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 credit-consuming execution tool with a nested free-form parameter bag and no output schema, the description covers behavior well but leaves the agent without guidance on what endpointId refers to or how to shape 'parameters'. Adequate but with clear gaps.

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 carry parameter meaning. It explains idempotencyKey's purpose and hints at maxCredits via 'may consume credits', but endpointId and the free-form nested 'parameters' object are never described, leaving half the surface undocumented.

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 verb ('Execute') and scope ('one source read or search'), which distinguishes it from the metadata siblings (get_endpoint, list_endpoints, get_capabilities, list_platforms). However, 'source read or search' is somewhat abstract and it never names the sibling it complements, so it stops short of a 5.

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?

It gives one real usage rule (POST search requests need a stable idempotency key) and warns that credits may be consumed, which implicitly says 'use sparingly'. But there is no explicit when-to-use vs when-not, nor any pointer to the sibling tools that supply the endpointId this tool requires.

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

get_capabilitiesB
Read-only
Inspect

Inspect current source operations, supported selectors, and markets before requesting data. Free.

ParametersJSON Schema
NameRequiredDescriptionDefault
countryNo
platformNo

TDQS

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, and destructiveHint=false, so the safety profile is covered. The description adds the useful cost signal "Free" and the ordering hint, but says nothing about return shape or the scope of what qualifies as a "current" capability. With annotations doing the heavy lifting, this is a reasonable 3.

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 short sentences with zero filler, and the ordering guidance is front-loaded before the cost note. Every element earns its place.

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 low-stakes read-only discovery tool this is close to adequate, but with no output schema and two entirely undocumented parameters, the agent has no idea what calling it with country/platform actually returns or filters. One more clause on the parameter effect would close the gap.

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%: the country (ISO-2 pattern) and platform parameters are undocumented in both schema and description. Words like "markets" and "selectors" hint at what is returned rather than explaining how country/platform narrow the results, so the description fails to compensate for the coverage gap.

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 concrete verb (Inspect) and enumerates the specific resources returned: source operations, supported selectors, and markets. It is clearly a capability-discovery tool, distinct from the endpoint-calling siblings, though it never explicitly names those siblings to sharpen the contrast.

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?

"before requesting data" gives a usable ordering hint (call this first, then fetch), which implies the usage context. However, it lists no explicit alternatives or when-not conditions, so the agent must infer the relationship to call_endpoint/get_endpoint on its own.

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

get_endpointB
Read-only
Inspect

Read an operation’s parameters, request schema and referenced component schemas.

ParametersJSON Schema
NameRequiredDescriptionDefault
endpointIdYes

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds value by naming the return payload (parameters, request schema, component schemas), but says nothing about resolution behavior, missing-reference handling, or lookup failures.

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 front-loaded sentence with no filler. It is arguably too terse for the gaps it leaves, but nothing in it is wasted.

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 read-only introspection tool with no output schema, naming what is returned is the right instinct, but the definition omits how to source endpointId and what happens when the endpoint is unknown, leaving the agent under-equipped at invocation time.

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 coverage is 0% and the single parameter 'endpointId' has no description anywhere. The description does not explain the identifier's format, its max length of 100, or where to obtain it (presumably list_endpoints) – a notable gap for a tool whose only input is an ID.

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 ('Read') and enumerates the resource details it returns: parameters, request schema, and referenced component schemas. This clearly separates it from list_endpoints and call_endpoint, though it never names a 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 Guidelines2/5

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

No guidance on when to use this versus call_endpoint or list_endpoints, and no prerequisites stated. The agent must infer that this is a schema-inspection step preceding a call.

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

list_endpointsC
Read-only
Inspect

List the unified API operations. Contract inclusion does not guarantee live source availability.

ParametersJSON Schema
NameRequiredDescriptionDefault
queryNo

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already establish readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so safety is covered. The description adds a genuinely useful caveat that listed contracts may not be live, but it leaves unexplained what 'unified API operations' are and gives no hint about result volume, pagination, or freshness handling.

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 short sentences with no filler, and the core purpose is front-loaded before the caveat. The second sentence is terse to the point of being cryptic, but nothing is wasted.

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?

For a listing tool with an undocumented parameter and no output schema, the description should at least convey what an endpoint entry represents and whether results are filterable or paginated. It leaves the agent under-informed about both input and output shape.

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?

The single 'query' parameter has 0% schema description coverage and the description says nothing about it, so an agent cannot tell whether it is a substring filter, a search expression, or a prefix match. With 0% coverage the description needed to compensate and does not.

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 verb and resource ('List the unified API operations'), so an agent knows the basic action. It does not differentiate from siblings like get_endpoint or list_platforms, which arguably overlap on resource scope.

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?

No when-to-use guidance is provided: there is no mention of when to choose this over get_endpoint, call_endpoint, or list_platforms, and no prerequisites or exclusions. The second sentence is a reliability caveat, not usage guidance.

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

list_platformsB
Read-only
Inspect

List researched real estate platforms and their current status. Free.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds that the tool is free to call and that results carry a 'current status', which is useful but minimal; nothing is said about result size, freshness, or pagination.

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 short sentences, front-loaded with the core action and resource, with no filler. 'Free.' is a fragment but conveys genuine cost information, so it earns its place.

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 zero-parameter, read-only listing tool with annotations covering safety and no output schema, the description gives enough: what is listed (platforms), what is included (current status), and that it costs nothing. The word 'researched' is left undefined, a minor gap.

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 and the schema coverage is 100%, so there is nothing for the description to disambiguate. Baseline 4 applies for a parameterless tool.

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: 'List researched real estate platforms and their current status.' The resource (platforms) is clearly distinct from the endpoint-oriented siblings (list_endpoints, get_endpoint, call_endpoint), so an agent can separate them without opening schemas, though the description never explicitly names the distinction.

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 when-to-use guidance, no prerequisites, and no mention of alternatives such as get_capabilities or the endpoint tools. The only usage-adjacent signal is 'Free', which hints at cost but does not tell the agent when this tool is the right choice.

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 observedcall_endpoint
    • First observedget_capabilities
    • First observedget_endpoint
    • First observedlist_endpoints
    • First observedlist_platforms

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