Skip to main content
Glama

Agent Exchange by Shekkizh

Server Details

Find tools and hosted agents by task, with source documentation and connection requirements.

If you are the author of this connector, you can claim ownership with GitHub, an HTTP challenge, or a DNS record. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL

TDQS

A3.9/5.0

Scored across 2 tools

Disambiguation5/5

The two tools are clearly distinct: one retrieves a specific listing by ID, the other searches across listings. There is no overlap in purpose or ambiguity about which to use for a given task.

Naming Consistency5/5

Both tools follow the verb_noun pattern (get_capability, search_capabilities). The singular/plural variation is consistent with common conventions (get a single item, search for multiple), and the verbs are specific and predictable.

Tool Count3/5

With only 2 tools, the surface is minimal. However, for a read-only exchange/search service, search and get-by-ID are the two essential operations. It's borderline, but not extreme.

Completeness4/5

The tool surface covers the core workflows of discovering and retrieving capabilities. Missing operations like list-all or create/update are not relevant for a read-only exchange. Minor gap: no explicit list-all without a search query, but search can likely serve that purpose.

Available Tools

2 tools
get_capabilityA
Read-only
Inspect

Get one Agent Exchange listing by its stable ID, including provider sources and connection requirements.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYes

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds that the response includes provider sources and connection requirements, which gives some context about what the tool returns, but it does not discuss other behavioral aspects such as error handling, rate limits, or availability. It is satisfactory but not rich.

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 description is a single well-formed sentence that front-loads the core purpose ('Get one Agent Exchange listing by its stable ID') and appends a useful qualifier about the response contents. Every phrase earns its place, with no redundant or vague wording.

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 tool with a single parameter, no output schema, and strong annotations, the description is reasonably complete. It explains what the listing is, how it is identified, and what the response includes. It does not cover fallback behavior or error cases, but given the low complexity and existing annotation coverage, the core information an agent needs is present.

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?

With schema description coverage at 0%, the description must compensate. The phrase 'by its stable ID' gives semantic meaning to the sole parameter 'id', clarifying that it is a stable identifier for an Agent Exchange listing, not just an arbitrary string. This is more than the raw schema provides, though it does not detail ID formats or lookup rules.

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?

The description clearly states a specific verb ('Get'), a specific resource ('one Agent Exchange listing'), and a distinguishing lookup mechanism ('by its stable ID'). It also mentions what the response includes (provider sources, connection requirements). This makes it easily distinguishable from the sibling search_capabilities, which would be used for discovery rather than exact ID lookup.

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?

The description implies that this tool is for retrieving a specific listing when you know the stable ID, which is useful context. However, it does not explicitly state when to use this tool versus search_capabilities, nor does it mention that search_capabilities should be used when the ID is unknown. The guidance is present only by implication.

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

search_capabilitiesA
Read-only
Inspect

Find tools or hosted agents for a task. Filter by type, category or connection protocol; returns documentation, access requirements and limitations. No external tool execution.

ParametersJSON Schema
NameRequiredDescriptionDefault
kindNo
limitNo
queryYes
categoryNo
protocolNo

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds the important clarification 'No external tool execution,' reinforcing the read-only nature beyond the annotation. It also discloses what the tool returns ('documentation, access requirements and limitations'), which is useful behavioral context not captured by 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?

The description is three sentences, front-loaded with purpose, then filter options, then a behavioral note. It is concise with no redundant content, though it could be slightly more structured if it listed parameters explicitly.

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 has 5 parameters (2 with enums) and no output schema. The description explains the high-level purpose and return type (documentation, access requirements, limitations) but does not clarify the meaning of 'query' or 'limit', nor does it specify the output format beyond a summary. Given the complexity, more detail on parameter semantics and output structure would be expected.

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?

With 0% schema description coverage, the description must compensate. It mentions 'type, category or connection protocol,' which maps to the 'kind', 'category', and 'protocol' parameters, but it does not explain the required 'query' parameter or the 'limit' parameter. Since only three of five parameters are addressed and the required query is omitted, the compensation is partial.

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?

The description clearly states the tool's purpose: 'Find tools or hosted agents for a task' and mentions filtering by type, category, or connection protocol. It also distinguishes itself from the sibling 'get_capability' by focusing on searching rather than retrieving a single item, making the scope unambiguous.

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 gives no explicit guidance on when to use this tool versus the sibling 'get_capability'. It implies a search/discovery use case but does not state when one should prefer this over fetching a specific capability. No exclusions or alternative conditions are provided.

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. 2 tool updates
    • First observedget_capability
    • First observedsearch_capabilities

Related MCP Connectors

Related MCP Servers

  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to find the right tool from a vague, misspelled, or rambling description by searching a library of tools and returning ranked matches with fit grades, links, and evidence.
    1
    MIT
  • A
    license
    Not graded
    quality
    Not graded
    maintenance
    Search and discover 500+ tools, APIs, and services for AI agents. Browse 15 categories, get recommendations, and access structured metadata including auth methods, free tiers, and example calls.
    1
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables agents to securely discover and invoke a centrally governed catalog of tools from distributed internal and external providers, with policy enforcement, quotas, inspection, and audit controls.
    -
Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources