Gate MCP

cex_square_list_square_ai_search

Read-onlyIdempotent

Search Gate Square content using AI (posts， analysis， signals)

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": "cex_square_list_square_ai_search"
  }
}

Input Schema

Name	Required	Description
`page`	No	Page number for pagination, starting from 1
`sort`	No	Sort order: 0=hottest (default), 1=newest
`limit`	No	Number of results, 1~50, default 10
`keyword`	No	Search keyword (currency name or content keyword, e.g. BTC, ETH)
`currency`	No	Currency filter (exact currency code, e.g. BTC, ETH, SOL)
`time_range`	No	Time range: 0=all (default), 1=last day, 2=last week, 3=last month

Schema Changelog

Changes observed during successful MCP inspections.

Changed14 schema fields changedNov 2, 2026
- addedInput schema / properties / limit / default
```
Added value: +10
```
- addedInput schema / properties / limit / maximum
```
Added value: +50
```
- addedInput schema / properties / limit / minimum
```
Added value: +1
```
- changedInput schema / properties / limit / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / page / default
```
Added value: +1
```
- addedInput schema / properties / page / format
```
Added value: +"int32"
```
- addedInput schema / properties / page / minimum
```
Added value: +1
```
- changedInput schema / properties / page / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / sort / default
```
Added value: +0
```
- addedInput schema / properties / sort / enum
```
Added value: +[
+  0,
+  1
+]
```
- changedInput schema / properties / sort / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / time_range / default
```
Added value: +0
```
- addedInput schema / properties / time_range / enum
```
Added value: +[
+  0,
+  1,
+  2,
+  3
+]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"number"New value: +"integer"
```
Changed14 schema fields changedOct 16, 2026
- removedInput schema / properties / limit / default
```
Removed value: -10
```
- removedInput schema / properties / limit / maximum
```
Removed value: -50
```
- removedInput schema / properties / limit / minimum
```
Removed value: -1
```
- changedInput schema / properties / limit / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / page / default
```
Removed value: -1
```
- removedInput schema / properties / page / format
```
Removed value: -"int32"
```
- removedInput schema / properties / page / minimum
```
Removed value: -1
```
- changedInput schema / properties / page / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / sort / default
```
Removed value: -0
```
- removedInput schema / properties / sort / enum
```
Removed value: -[
-  0,
-  1
-]
```
- changedInput schema / properties / sort / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / time_range / default
```
Removed value: -0
```
- removedInput schema / properties / time_range / enum
```
Removed value: -[
-  0,
-  1,
-  2,
-  3
-]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"integer"New value: +"number"
```
Changed14 schema fields changedOct 16, 2026
- addedInput schema / properties / limit / default
```
Added value: +10
```
- addedInput schema / properties / limit / maximum
```
Added value: +50
```
- addedInput schema / properties / limit / minimum
```
Added value: +1
```
- changedInput schema / properties / limit / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / page / default
```
Added value: +1
```
- addedInput schema / properties / page / format
```
Added value: +"int32"
```
- addedInput schema / properties / page / minimum
```
Added value: +1
```
- changedInput schema / properties / page / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / sort / default
```
Added value: +0
```
- addedInput schema / properties / sort / enum
```
Added value: +[
+  0,
+  1
+]
```
- changedInput schema / properties / sort / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / time_range / default
```
Added value: +0
```
- addedInput schema / properties / time_range / enum
```
Added value: +[
+  0,
+  1,
+  2,
+  3
+]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"number"New value: +"integer"
```
Changed14 schema fields changedOct 16, 2026
- removedInput schema / properties / limit / default
```
Removed value: -10
```
- removedInput schema / properties / limit / maximum
```
Removed value: -50
```
- removedInput schema / properties / limit / minimum
```
Removed value: -1
```
- changedInput schema / properties / limit / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / page / default
```
Removed value: -1
```
- removedInput schema / properties / page / format
```
Removed value: -"int32"
```
- removedInput schema / properties / page / minimum
```
Removed value: -1
```
- changedInput schema / properties / page / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / sort / default
```
Removed value: -0
```
- removedInput schema / properties / sort / enum
```
Removed value: -[
-  0,
-  1
-]
```
- changedInput schema / properties / sort / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / time_range / default
```
Removed value: -0
```
- removedInput schema / properties / time_range / enum
```
Removed value: -[
-  0,
-  1,
-  2,
-  3
-]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"integer"New value: +"number"
```
Changed14 schema fields changedOct 16, 2026
- addedInput schema / properties / limit / default
```
Added value: +10
```
- addedInput schema / properties / limit / maximum
```
Added value: +50
```
- addedInput schema / properties / limit / minimum
```
Added value: +1
```
- changedInput schema / properties / limit / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / page / default
```
Added value: +1
```
- addedInput schema / properties / page / format
```
Added value: +"int32"
```
- addedInput schema / properties / page / minimum
```
Added value: +1
```
- changedInput schema / properties / page / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / sort / default
```
Added value: +0
```
- addedInput schema / properties / sort / enum
```
Added value: +[
+  0,
+  1
+]
```
- changedInput schema / properties / sort / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / time_range / default
```
Added value: +0
```
- addedInput schema / properties / time_range / enum
```
Added value: +[
+  0,
+  1,
+  2,
+  3
+]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"number"New value: +"integer"
```
Changed14 schema fields changedOct 16, 2026
- removedInput schema / properties / limit / default
```
Removed value: -10
```
- removedInput schema / properties / limit / maximum
```
Removed value: -50
```
- removedInput schema / properties / limit / minimum
```
Removed value: -1
```
- changedInput schema / properties / limit / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / page / default
```
Removed value: -1
```
- removedInput schema / properties / page / format
```
Removed value: -"int32"
```
- removedInput schema / properties / page / minimum
```
Removed value: -1
```
- changedInput schema / properties / page / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / sort / default
```
Removed value: -0
```
- removedInput schema / properties / sort / enum
```
Removed value: -[
-  0,
-  1
-]
```
- changedInput schema / properties / sort / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / time_range / default
```
Removed value: -0
```
- removedInput schema / properties / time_range / enum
```
Removed value: -[
-  0,
-  1,
-  2,
-  3
-]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"integer"New value: +"number"
```
Changed14 schema fields changedOct 16, 2026
- addedInput schema / properties / limit / default
```
Added value: +10
```
- addedInput schema / properties / limit / maximum
```
Added value: +50
```
- addedInput schema / properties / limit / minimum
```
Added value: +1
```
- changedInput schema / properties / limit / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / page / default
```
Added value: +1
```
- addedInput schema / properties / page / format
```
Added value: +"int32"
```
- addedInput schema / properties / page / minimum
```
Added value: +1
```
- changedInput schema / properties / page / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / sort / default
```
Added value: +0
```
- addedInput schema / properties / sort / enum
```
Added value: +[
+  0,
+  1
+]
```
- changedInput schema / properties / sort / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / time_range / default
```
Added value: +0
```
- addedInput schema / properties / time_range / enum
```
Added value: +[
+  0,
+  1,
+  2,
+  3
+]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"number"New value: +"integer"
```
Changed14 schema fields changedOct 16, 2026
- removedInput schema / properties / limit / default
```
Removed value: -10
```
- removedInput schema / properties / limit / maximum
```
Removed value: -50
```
- removedInput schema / properties / limit / minimum
```
Removed value: -1
```
- changedInput schema / properties / limit / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / page / default
```
Removed value: -1
```
- removedInput schema / properties / page / format
```
Removed value: -"int32"
```
- removedInput schema / properties / page / minimum
```
Removed value: -1
```
- changedInput schema / properties / page / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / sort / default
```
Removed value: -0
```
- removedInput schema / properties / sort / enum
```
Removed value: -[
-  0,
-  1
-]
```
- changedInput schema / properties / sort / type
```
Previous value: -"integer"New value: +"number"
```
- removedInput schema / properties / time_range / default
```
Removed value: -0
```
- removedInput schema / properties / time_range / enum
```
Removed value: -[
-  0,
-  1,
-  2,
-  3
-]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"integer"New value: +"number"
```
Changed14 schema fields changedOct 16, 2026
- addedInput schema / properties / limit / default
```
Added value: +10
```
- addedInput schema / properties / limit / maximum
```
Added value: +50
```
- addedInput schema / properties / limit / minimum
```
Added value: +1
```
- changedInput schema / properties / limit / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / page / default
```
Added value: +1
```
- addedInput schema / properties / page / format
```
Added value: +"int32"
```
- addedInput schema / properties / page / minimum
```
Added value: +1
```
- changedInput schema / properties / page / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / sort / default
```
Added value: +0
```
- addedInput schema / properties / sort / enum
```
Added value: +[
+  0,
+  1
+]
```
- changedInput schema / properties / sort / type
```
Previous value: -"number"New value: +"integer"
```
- addedInput schema / properties / time_range / default
```
Added value: +0
```
- addedInput schema / properties / time_range / enum
```
Added value: +[
+  0,
+  1,
+  2,
+  3
+]
```
- changedInput schema / properties / time_range / type
```
Previous value: -"number"New value: +"integer"
```
First observedApr 16, 2026

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, idempotentHint=true, and destructiveHint=false, so the safety profile is covered structurally. The description adds that the search is AI-based and spans posts, analysis, and signals, but does not disclose return format, pagination behavior, or rate limits beyond what the annotations and schema provide.

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?

The definition is a single, front-loaded sentence with no filler. It states the action and the content scope immediately, which is efficient and easy for an agent to parse.

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?

The tool is a read-only search with fully documented parameters, but the description does not explain what the AI search returns or how results are structured. With no output schema present, this leaves a meaningful gap in contextual completeness for an agent trying to understand the response.

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 all six parameters are documented with meaning, defaults, enums, and constraints. The description adds no parameter-specific guidance beyond what the schema already provides, so the baseline score of 3 is appropriate.

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 gives a specific verb and resource: 'Search Gate Square content using AI,' along with the content types it covers (posts, analysis, signals). It does not distinguish the tool from its sibling `cex_square_list_live_replay`, so it is clear but lacks sibling differentiation.

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?

The description states what the tool does but gives no guidance on when to use it versus alternatives, nor any exclusions or prerequisites. The implied use is a search, but the agent must infer the selection criteria.

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

All Gate MCP tools Inspect

Try in Browser

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.