EAN/UPC digit shape
Server Details
EAN/UPC digit shape
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- sadri-dridi/named-mcp-utilities
- GitHub Stars
- 0
TDQS
Scored across 11 tools
Several tools overlap in purpose or are unclear: citation and normalize-url both analyze URLs, while timezone, utc-time, and iana-zones all deal with time. Names like compatibility and domain-shape do not clearly distinguish their functions.
Naming conventions are mixed: some tools use verb-object forms like normalize-url and validate-json, while others use noun-like names such as citation, compatibility, and timezone, or compound noun patterns like domain-shape and ean-shape. There is no consistent scheme.
The count of 11 tools is within a reasonable range, but the collection feels scattershot rather than focused. A few tools could be consolidated or removed without losing core functionality.
The tool set does not form a coherent domain, so it is hard to judge completeness. It mixes URL, time, JSON, HTTP status, and barcode utilities, yet each sub-area is thinly covered and lacks related operations that would make the surface feel complete.
Available Tools
29 toolsagent-tool-indexInspect
Find a public pay-per-call tool gateway (Monid). Returns CLI setup, how-it-works, skill file, and remote MCP hops. Task text discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
browser-url-okInspect
Check whether a URL can be opened. No browser is launched.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
calc-evalInspect
Evaluate a+b style arithmetic. Expression discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
citationCInspect
Return host, scheme, and HTTP status for a URL. Page content is not stored.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must disclose side effects; it only says 'Page content is not stored,' which addresses retention but not network behavior, read-only guarantees, or failure modes. This is insufficient transparency for a tool that fetches URLs and returns HTTP status.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is brief and front-loaded, but it is too sparse for the apparent complexity of four unrelated parameters. The second sentence adds a privacy note but does not help structure the tool's behavior or parameter usage.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, no annotations, and a mismatch between the description and parameters, the agent lacks critical context about return format, parameter combinations, and error behavior. The description is far from complete for reliable invocation.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Although all parameters have descriptions, they are disconnected from the tool's stated purpose: json is for validation and zone is a timezone, both irrelevant to returning host, scheme, and HTTP status. The descriptions do not explain how these parameters relate to each other or to the tool's core function.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names a concrete action and output ('Return host, scheme, and HTTP status for a URL'), so the primary purpose is somewhat clear. However, the tool name 'citation' and the unrelated parameters (json, zone) make the intended scope ambiguous.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives no guidance on when to use this tool instead of its siblings, such as normalize-url, status-catalog, validate-json, or timezone. It states what it returns but not the conditions or use cases for choosing it.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
compatibilityDInspect
Show how this request is classified. No identifiers are retained.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries full responsibility for behavioral disclosure. The only behavioral statement is 'No identifiers are retained,' which addresses privacy but not what the tool does with inputs, whether it is read-only, or what side effects occur. The core behavior (classification) is entirely unexplained.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single short sentence, which is under-specified rather than concise. It omits critical information that the agent needs, so the brevity is not a strength. The privacy note is front-loaded but not the actual purpose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With four parameters, no output schema, and no annotations, the description is severely incomplete. An agent cannot determine what the tool does, what it returns, or how to use it correctly. The description fails to explain the classification concept or the role of each parameter, making the tool nearly unusable without external knowledge.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema covers 100% of the four parameters, each with a description, so the baseline is 3. The description adds nothing about how these parameters relate to the classification or how they should be combined. It does not compensate for any gaps because there are none in the schema, but it also does not add value beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description 'Show how this request is classified' is vague. It does not specify what 'request' means, what kind of classification is performed, or what the output looks like. It also does not differentiate from sibling tools like normalize-url or validate-json, which handle specific inputs. The name 'compatibility' hints at a purpose, but the description itself is not clear.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus its siblings. The description provides no context about scenarios, prerequisites, or alternatives. An agent would have no idea whether to pick this over cite, inspect-robots, or validate-json.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
domain-shapeCInspect
Split a hostname into labels without WHOIS or ownership data.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must disclose side effects and behavior. It implies a pure transformation ('Split') and clarifies what it does not return, but it does not mention read-only status, error behavior, or whether input is stored, so transparency is incomplete.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, focused sentence with an active verb and a useful negative clarification. It is concise and front-loaded.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With four parameters and no output schema, the description is too sparse. It does not say which parameter is required, how the parameters interact, or what the resulting labels look like, leaving important context missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Although every parameter has a schema description, the tool description does not connect 'hostname' to any specific parameter, and url, json, and zone appear unrelated to splitting hostnames. The descriptions read as if copied from other tools, so the parameter semantics are confusing rather than clarified.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a concrete action ('Split a hostname into labels') and a useful negative scope ('without WHOIS or ownership data'), but it does not clarify which of the four unrelated parameters (url, host, json, zone) should be used, leaving the core purpose somewhat ambiguous.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus sibling tools such as normalize-url or iana-zones. The only comparative hint is the negative phrase about WHOIS/ownership, which is not enough to guide selection.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
ean-shapeDInspect
EAN/UPC digit shape
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden of behavioral disclosure, and it discloses nothing. There is no mention of side effects, output format, error behavior, or any processing characteristic. The phrase 'digit shape' gives no operational detail at all.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short, but this is under-specification, not conciseness. One noun phrase carries no information beyond the tool name and provides no actionable content, so brevity earns no credit.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with 4 parameters, no output schema, and no annotations, the description is completely inadequate. It doesn't explain what the tool returns, how the parameters relate to EAN/UPC digits, or any call prerequisites. Almost everything an agent needs to call it correctly is missing.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Although schema coverage is 100% (all four params have schema descriptions), the parameters (url, host, json, zone) are entirely unrelated to the stated EAN/UPC purpose, and the description adds nothing to bridge that gap. An agent cannot tell which parameter applies to the EAN/UPC check, and the json param's 'discarded after the check' behavior is documented only in the schema, not the description. The description fails to compensate for the mismatch.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description is a bare noun phrase 'EAN/UPC digit shape' that essentially restates the tool name 'ean-shape' with no verb. It doesn't state whether the tool validates, generates, or checks EAN/UPC digits, and offers no differentiation from siblings like validate-json or domain-shape. It implies a barcode-format concern but never says what operation it performs.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance whatsoever on when to use this tool versus the ten siblings. There is no stated context, no mention of alternatives, and no exclusions. An agent has no way to decide between ean-shape and a sibling like validate-json or compatibility.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
fetch-statusInspect
HEAD a public URL and return status only.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
figma-url-shapeInspect
Parse a Figma file URL. Path discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
file-path-okInspect
Check whether a path looks safe. No disk access.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
geo-hintInspect
Latitude and longitude for a place via Open-Meteo.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
github-repo-shapeInspect
Parse owner and repo from a GitHub URL.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
hn-front-countInspect
Count current Hacker News front-page stories. Titles discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
iana-zonesDInspect
Common IANA timezone names for clock calls.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden of behavioral disclosure. It does not explain what the tool returns, whether it performs validation, or any side effects. The single sentence offers no insight into its operational behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is extremely brief—a single clause. While concise, it is under-specified and fails to convey the tool's purpose or usage, making it ineffective rather than efficiently structured.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool has 4 parameters, no annotations, and no output schema, the description is grossly insufficient. An agent cannot determine what the tool does, how to call it correctly, or what to expect in return. It is almost as incomplete as a tautology.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
While schema description coverage is 100% (each parameter has a description), the tool description adds nothing about how parameters relate to the tool's purpose. The presence of 'url', 'host', and 'json' parameters alongside 'zone' is unexplained, and the description gives no context to disambiguate their roles. It does not compensate for the schema's lack of functional context.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states 'Common IANA timezone names for clock calls,' which gives a hint that it provides timezone names, but it lacks a clear verb and resource. It doesn't specify what action the tool performs (e.g., list, validate, convert), and it doesn't differentiate from siblings like 'timezone' or 'utc-time'.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus alternatives. The sibling tools include 'timezone' and 'utc-time,' but the description never mentions them or provides selection criteria, leaving the agent to guess.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
inspect-robotsCInspect
Fetch a public robots.txt and return group counts only.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description must disclose behavioral traits. It implies a network fetch and a reduced output, but does not mention error handling, authentication, rate limits, or what happens with invalid inputs. It also fails to explain how the listed parameters (url, host, json, zone) relate to the action, leaving behavior opaque.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, compact sentence with no filler or redundancy. It conveys the core action and output in an efficient, front-loaded manner.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The tool has four parameters (all optional) and no output schema or annotations, yet the description gives no indication of expected inputs, required fields, return format, or error behavior. The parameter mismatch compounds the incompleteness, leaving an agent without enough information to use the tool correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Although schema coverage is 100%, the parameter descriptions (e.g., 'HTTPS URL to normalize or cite', 'JSON text to validate') do not align with the stated action of fetching robots.txt. The description adds no clarification on how these parameters are used, and the mismatch suggests either a misleading description or an erroneous schema, making parameter semantics poor.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the action ('Fetch a public robots.txt') and the output ('return group counts only'), making the purpose specific and distinguishable from generic tools. However, it does not differentiate from siblings like citation or normalize-url, and the parameter schema appears unrelated to the stated purpose, which slightly undermines clarity.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description provides no guidance on when to use this tool versus alternatives. It does not mention any prerequisites, contexts, or conditions where this tool is preferred, nor does it name any sibling tools or exclusions.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
jira-key-shapeInspect
Check a Jira issue key shape. Key discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
lib-docs-hintInspect
HTTP status for a public library docs URL. Body discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
memory-key-countInspect
Count keys in a JSON object. Values discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
normalize-urlCInspect
Return origin, host, and path for a URL. Query and fragment are dropped.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description bears full responsibility for disclosing behavior. It does reveal that query and fragment are dropped, which is a useful behavior. However, it omits critical details: what happens for invalid or non-HTTPS URLs, the exact output format, and the role of the other three parameters (host, json, zone) that appear in the schema. This omission is significant because an agent cannot predict how these extra parameters affect execution.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is very concise (two short sentences) and front-loads the primary action and output. There is no fluff or redundancy. However, it is so brief that it leaves major gaps, but conciseness itself is well-handled—it just sacrifices completeness.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with only one relevant parameter (url) but a schema listing four, the description should clarify which parameters are used and which are extraneous. It does not. There is no output schema, so the description should specify the return format (e.g., a string, an object with keys), but it only lists components. The description is insufficient for an agent to call the tool correctly, especially given the confusing extra parameters.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema provides 100% description coverage, so the baseline is 3. However, the description adds no value beyond the schema—it does not even mention the 'url' parameter. More problematically, the description fails to reconcile the presence of 'host', 'json', and 'zone' parameters, which appear irrelevant to URL normalization. An agent cannot determine whether these are accepted, ignored, or required for other modes, creating confusion and reducing clarity beyond what the schema alone provides.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a specific verb (return) and resource (URL), and specifies the output components (origin, host, path) plus a clear behavioral rule (dropping query and fragment). It is distinct enough from sibling tools, though it does not explicitly name alternatives. The presence of unrelated parameters in the schema slightly muddies clarity, but the core purpose is unambiguous.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is given on when to use this tool versus alternatives like citation or domain-shape. There is no mention of prerequisites (e.g., must be HTTPS, must be a public URL) or conditions under which a different tool would be more appropriate. The description only states what it does, leaving the agent to infer usage.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
playwright-url-okInspect
Check whether a URL can be opened. No browser is launched.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
search-query-lenInspect
Count characters in a search query. Query discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
status-catalogDInspect
Short catalog of common HTTP status codes.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, and the description does not disclose side effects, read-only nature, or any other behavioral details. The tool's behavior remains opaque.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single concise sentence without unnecessary words. However, its brevity lacks substantive information, though it does not contain filler.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The description does not explain what the tool returns (e.g., a list of codes or a specific code) or how it processes the input parameters. With no output schema and no additional context, the tool is incomplete for an agent to invoke effectively.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
While each parameter has a description in the schema (100% coverage), the descriptions (e.g., 'HTTPS URL to normalize or cite') are generic and do not relate to the stated purpose of being an HTTP status code catalog. This mismatch fails to clarify how to use the parameters correctly.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states it is a 'short catalog of common HTTP status codes' but does not specify the exact action (e.g., list, lookup, or return a code). It also does not align with the schema parameters (url, host, json, zone), which are unrelated to HTTP status codes, making the purpose ambiguous.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus alternative tools. No context is provided for appropriate usage scenarios.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
think-stepsInspect
Return a three-step thinking template. Prompt discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
timezoneCInspect
Current time in a named IANA timezone.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden of disclosing side effects and read-only behavior. 'Current time' implies a non-destructive lookup, but the description does not explicitly state that the tool has no side effects, requires no special permissions, or handles invalid timezone names.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is brief and front-loaded, but it omits essential information about the misleading parameters and usage context. A concise description should still clarify the tool's scope; this one leaves critical gaps.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The description is incomplete for practical use: it does not explain why url, host, and json parameters are present, does not describe the output format, and does not state how invalid or unrecognized timezone names are handled. Given the confusing parameter list, an agent would struggle to invoke the tool correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Although all four parameters have schema descriptions, most are unrelated to the stated purpose. 'url', 'host', and 'json' appear copied from other tools (normalize-url, compatibility, validate-json) and are not explained in the context of timezone lookup. Only 'zone' aligns with the description, and no guidance is given on the other parameters' relevance or expected values.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly indicates the tool returns the current time for a named IANA timezone, which distinguishes it from the sibling utc-time tool. However, it uses a noun phrase rather than an explicit verb like 'get' or 'retrieve', so the intended action is implied 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.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives no guidance on when to use this tool versus siblings such as utc-time or iana-zones. There is no mention of prerequisites, fallback behavior, or cases where another tool would be more appropriate.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
utc-timeCInspect
Current UTC timestamp.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full behavioral burden, but it only states the output and says nothing about whether parameters are accepted, ignored, or rejected. It also fails to disclose the timestamp format (e.g., Unix seconds vs ISO 8601), which is important for correct downstream use.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, front-loaded sentence with no filler. It is appropriately short for a trivial tool, though it would earn a 5 only if it also clarified the ambiguous parameter situation.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The tool is simple, but the description omits two things an agent needs: the exact output format of the timestamp and whether the four optional input parameters are ignored or meaningful. The mismatched schema makes this incompleteness more damaging, since an agent cannot confidently invoke the tool with the right arguments.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Although every parameter has a schema description, those descriptions describe URL, host, JSON, and timezone concepts that are unrelated to a tool returning the current UTC timestamp. The tool description adds no clarification about whether these optional parameters affect the result, creating real ambiguity for an agent deciding whether to pass zone or url.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states the resource and result clearly: a current UTC timestamp. It is distinguishable from the sibling 'timezone' tool by explicitly naming UTC, though it lacks a verb and does not spell out that it returns a timestamp value.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided about when to use this tool instead of related siblings like timezone or iana-zones. The description does not mention exclusions, alternatives, or typical use cases, leaving selection to inference.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
validate-jsonBInspect
Check whether a body is valid JSON. The body is discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the burden. It discloses that the body is discarded (implying no side effects), but it does not describe the return format (e.g., boolean, error) or any strictness rules. This is minimal but not misleading.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two sentences with no filler. The primary action is front-loaded, and the discard behavior is mentioned succinctly. Perfectly sized for a simple validation tool.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The description is missing the expected output (e.g., returns true/false) and does not clarify whether other parameters (url, host, zone) are ignored or relevant. While the tool is simple, an agent might be uncertain about the return value and parameter usage. The schema covers parameter names but not usage context.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3. The description adds little beyond the schema: it uses 'body' to refer to the JSON text, which is already described in the 'json' parameter. No new semantic insight is provided.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the action ('Check whether a body is valid JSON') with a specific verb and resource. It is distinct from all siblings, which focus on URLs, zones, and other formats. The term 'body' is slightly ambiguous but likely refers to the 'json' parameter, and the tool name reinforces the purpose.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool versus alternatives. While it is clearly distinct from siblings, there is no mention of scenarios (e.g., validating user input before processing) or exclusions. The description does not help the agent decide if this is the right tool.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
weather-hintInspect
Current temperature for a city via Open-Meteo.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
web-fetchInspect
HTTP status and content type for a public URL. Body discarded.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
wiki-title-okInspect
Check whether a Wikipedia title exists. Title discarded after the call.
| Name | Required | Description | Default |
|---|---|---|---|
| ref | No | Git ref name; discarded after the shape check | |
| url | No | HTTPS URL to normalize or cite | |
| city | No | City name for a public weather hint; discarded after the call | |
| feed | No | Public RSS or Atom URL; titles discarded | |
| host | No | Public hostname | |
| json | No | JSON text to validate; discarded after the check | |
| path | No | File path to check; no disk access | |
| zone | No | IANA timezone name | |
| query | No | Search text; discarded after the length check |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
1 tool update
- Added
agent-tool-index
28 tool updates
- Added
browser-url-ok - Added
calc-eval - Changed
citation5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Changed
compatibility5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Changed
domain-shape5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Changed
ean-shape5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Added
fetch-status - Added
figma-url-shape - Added
file-path-ok - Added
geo-hint - Added
github-repo-shape - Added
hn-front-count - Changed
iana-zones5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Changed
inspect-robots5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Added
jira-key-shape - Added
lib-docs-hint - Added
memory-key-count - Changed
normalize-url5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Added
playwright-url-ok - Added
search-query-len - Changed
status-catalog5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Added
think-steps - Changed
timezone5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Changed
utc-time5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Changed
validate-json5 fields changed- added
Input schema / properties / cityAdded value: +{ + "description": "City name for a public weather hint; discarded after the call", + "type": "string" +} - added
Input schema / properties / feedAdded value: +{ + "description": "Public RSS or Atom URL; titles discarded", + "type": "string" +} - added
Input schema / properties / pathAdded value: +{ + "description": "File path to check; no disk access", + "type": "string" +} - added
Input schema / properties / queryAdded value: +{ + "description": "Search text; discarded after the length check", + "type": "string" +} - added
Input schema / properties / refAdded value: +{ + "description": "Git ref name; discarded after the shape check", + "type": "string" +}
- Added
weather-hint - Added
web-fetch - Added
wiki-title-ok
11 tool updates
- First observed
citation - First observed
compatibility - First observed
domain-shape - First observed
ean-shape - First observed
iana-zones - First observed
inspect-robots - First observed
normalize-url - First observed
status-catalog - First observed
timezone - First observed
utc-time - First observed
validate-json
Frequently Asked Questions
Claiming proves that you control a remote MCP connector. It does not move, proxy, or interrupt the server.
Open the connector listing, choose Claim ownership, and sign in to Glama.
Complete one verification method:
GitHub identity – fastest for official registry listings. For a namespace such as
io.github.alice/server, link the matching GitHub user, then choose Claim with GitHub. An organization namespace such asio.github.acme/serveralso needs that organization to have installed the Glama AI GitHub App and approved its permissions, because GitHub discloses organization membership only to apps it has installed. Use HTTP or DNS when it has not.HTTP challenge – works when you can deploy a public file. Generate a token, publish the exact JSON Glama shows at
/.well-known/glama.jsonon the same origin as the connector, then choose Check HTTP challenge.DNS challenge – works when you control DNS but cannot change the server. Generate a token, create the exact TXT record Glama shows, wait for it to propagate, then choose Check DNS challenge.
After verification, Glama sends a confirmation email and gives you access to listing details, thumbnails, health checks, and analytics. Keep the HTTP file or DNS record in place: Glama periodically checks it and ownership remains verified while the token is discoverable.
The HTTP ownership file has this structure:
{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"claim": "glama_claim_..."
}Claim tokens are opaque, stable, and bound to the signed-in Glama account. They contain no email address or other personal information. If Glama can no longer discover a verified HTTP or DNS token, it starts a seven-day grace period before removing claim-based access. Restore the same token during that period to keep ownership verified. Never publish an email address, Glama session token, GitHub token, or connector credential as ownership proof.
If verification fails, confirm that you copied the current token exactly. The HTTP file must be public, return valid JSON with a successful HTTP response, and stay on the connector's origin. DNS changes may need more time to propagate. A claim cannot transfer to a different origin or hostname: if the connector target changes, Glama starts the grace period and the new target must be claimed separately after the previous claim is released.
For a connector linked to the official MCP Registry, registry updates continue to replace its name, description, and URL by default. After claiming, open Manage connector and enable Use Glama listing details as the source of truth if edits made on Glama should be preserved. Categories and thumbnails are always managed on Glama; registry linkage and technical connection settings continue to sync.
Control your server's listing on Glama, including description and metadata
Access analytics and receive server usage reports
Get monitoring and health status updates for your server
Feature your server to boost visibility and reach more users
To improve your MCP server's ranking:
Claim ownership of the server listing
Complete the server profile with an accurate description and thumbnail
Provide a test profile so Glama can connect to and evaluate the server
Keep tool definitions clear and complete to earn a high Tool Definition Quality Score (TDQS)
Route real usage through the Glama Gateway; more recorded successful server uses also improve the ranking
For users:
Full audit trail – every tool call is logged with inputs and outputs for compliance and debugging
Granular tool control – enable or disable individual tools per connector to limit what your AI agents can do
Centralized credential management – store and rotate API keys and OAuth tokens in one place
Change alerts – get notified when a connector changes its schema, adds or removes tools, or updates tool definitions, so nothing breaks silently
For server owners:
Proven adoption – public usage metrics on your listing show real-world traction and build trust with prospective users
Tool-level analytics – see which tools are being used most, helping you prioritize development and documentation
Direct user feedback – users can report issues and suggest improvements through the listing, giving you a channel you would not have otherwise
The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
The URL of the server is wrong
Credentials required to access the server are missing or invalid
If you are the owner of this MCP connector and would like to make modifications to the listing, including providing test credentials for accessing the server, please contact support@glama.ai.
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