generate_pin
Generate a random PIN.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| length | No | PIN length |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| pin | Yes | ||
| length | Yes | ||
| entropy_bits | Yes |
Generate a random PIN.
| Name | Required | Description | Default |
|---|---|---|---|
| length | No | PIN length |
| Name | Required | Description | Default |
|---|---|---|---|
| pin | Yes | ||
| length | Yes | ||
| entropy_bits | Yes |
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description must compensate. However, it only states 'Generate a random PIN' without disclosing whether the output is numeric, the randomness quality, or any side effects. This is insufficient for an agent to understand behavioral traits.
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 concise (5 words), which is good for brevity. However, it omits essential details, making it under-specified. It could benefit from a few more words to clarify output and usage without being verbose.
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 that the tool has one optional parameter and an output schema (likely a string), the description should explain what a PIN is, its typical format, and when to use it. The current single sentence is insufficient for complete understanding.
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 coverage is 100% and the only parameter 'length' has a schema description. The tool description adds minimal value by implying PIN is numeric, but does not clarify if length refers to digits or characters. Overall, it meets the baseline but does not enhance understanding.
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 'Generate a random PIN' clearly states the verb and resource. It specifies 'PIN' which is a distinct concept from sibling tools like generate_password or generate_token, but it does not elaborate on the format (e.g., numeric only). The clarity is good but lacks explicit differentiation.
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 like generate_password, random_password, or generate_memorable. The description does not mention prerequisites or typical use cases.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.
Many tools have overlapping purposes, such as multiple random generators (random_integer, random_number), duplicate hashing functions (hash_md5, md5_checksum), and near-identical tools (compare, compare_2, compare_decimals). The sheer number of tools and lack of clear boundaries make it difficult for an agent to differentiate.
Naming is highly inconsistent. There are duplicate tools with different names (camel_case vs to_camel_case, slug vs slugify), arbitrary suffixes like '_2', and mixing of patterns (e.g., generate_password vs password_entropy). No clear convention is followed.
With 572 tools, the server is massively overpopulated for any coherent purpose. It includes trivial endpoints (true_endpoint, null, hello_world) and numerous duplicates, far exceeding a well-scoped utility set.
While the server covers many domains (math, strings, dates, colors, etc.), the presence of duplicate and trivial tools indicates a lack of thoughtful curation. There are gaps in basic operations (e.g., no dedicated file or network tools), and many tools are redundant.