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Glama

humanMCP Marketplace — federated listings across personal MCP servers

Server Details

Federated listings from personal humanMCP servers. Search offers, trades by humans.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
kapoost/humanmcp-marketplace
GitHub Stars
0

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Tool DescriptionsA

Average 3.8/5 across 3 of 3 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a distinct purpose: get_server retrieves details about a specific server, list_servers enumerates all servers, and search_marketplace handles cross-server queries. No overlap exists.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (get_server, list_servers, search_marketplace), ensuring predictability.

Tool Count4/5

With 3 tools, the set is slightly minimal but reasonable for a marketplace focused on read-only discovery. Core operations are covered without being bloated.

Completeness3/5

The read-only surface (list, get, search) is covered, but missing write operations like register, update, or delete servers creates notable gaps for a full marketplace lifecycle.

Available Tools

3 tools
get_serverA
Read-only
Inspect

Get details about a specific humanMCP server and its content.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYesServer domain

Output Schema

ParametersJSON Schema
NameRequiredDescription
contentNo
Behavior3/5

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

Annotations already declare readOnlyHint=true, indicating a safe read operation. The description adds that it returns details 'about a specific humanMCP server and its content,' hinting at the return scope but not elaborating on behavior like auth requirements or rate limits. Since annotations cover the safety profile, the description adds moderate context.

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 a single sentence with no wasted words. It is front-loaded with the key action and resource. However, it could be slightly more informative without becoming verbose, so it is not a perfect 5.

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?

Given the tool has only one parameter, full schema coverage, and an output schema exists (though not shown), the description is minimally adequate. It leaves ambiguity about what 'content' includes, but the output schema likely covers that. For a simple tool, it does not go beyond the minimum.

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?

The only parameter 'domain' has a schema description 'Server domain,' which is clear. The tool description does not add any further meaning beyond the schema. With 100% schema coverage, the baseline of 3 is appropriate.

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 states 'Get details about a specific humanMCP server and its content,' clearly specifying the verb 'get' and the resource 'humanMCP server.' It distinguishes from siblings: 'list_servers' lists all servers, and 'search_marketplace' is for searching, so this tool is for a specific server's details.

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 you use it when you need details about a specific server, but it does not explicitly state when to use it versus alternatives (e.g., list_servers for listing all servers) or mention any preconditions or exclusions. Guidance is only implied.

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

list_serversA
Read-only
Inspect

List all registered humanMCP instances in the marketplace.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
contentNo
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds context about listing 'all registered' instances, which clarifies scope but does not address pagination, limits, or ordering. With annotations covering safety, the description adds modest additional value.

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 sentence that is clear and to the point, with no extraneous information. Every word is necessary.

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?

Given the tool has no parameters, an output schema explains return values, and annotations provide safety context, the description is sufficient for an agent to understand and invoke the tool correctly. No additional information is needed.

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 input schema has no parameters (100% coverage), so the description does not need to add parameter meaning. The baseline for zero parameters is 4, and the description accurately indicates it is a list-all operation without parameter ambiguity.

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 uses the specific verb 'List' and clearly identifies the resource as 'all registered humanMCP instances in the marketplace,' distinguishing it from sibling tools like get_server (singular) and search_marketplace (filtered).

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 usage for listing all instances but does not explicitly state when to use this tool versus search_marketplace for filtered queries. No guidance on alternatives or exclusions is provided.

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

search_marketplaceA
Read-only
Inspect

Search across all humanMCP servers for listings, offers, and trades.

ParametersJSON Schema
NameRequiredDescriptionDefault
typeNoListing type filter (offer, trade, etc.)
queryYesSearch query
serverNoFilter by server domain

Output Schema

ParametersJSON Schema
NameRequiredDescription
contentNo
Behavior3/5

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

Annotations already provide readOnlyHint=true and destructiveHint=false. Description adds scope ('across all humanMCP servers') but no other behavioral details.

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?

Single, concise sentence front-loading the main action. No wasted words.

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?

Short but sufficient given output schema and annotations; identifies search scope and resource types.

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?

Input schema covers all three parameters with descriptions; description adds no additional parameter meaning beyond the schema.

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?

Description clearly states verb 'Search' and resource 'listings, offers, and trades' across 'humanMCP servers', distinguishing it from siblings get_server and list_servers.

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 tool versus alternatives; only implied by sibling differentiation.

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

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