List case studies
list_case_studiesList published Flamel customer case studies with their headline results.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| caseStudies | Yes |
list_case_studiesList published Flamel customer case studies with their headline results.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
| Name | Required | Description | Default |
|---|---|---|---|
| caseStudies | Yes |
Changes observed during successful MCP inspections.
Output schema / (root)Previous value: -nullNew value: +{
+ "additionalProperties": false,
+ "properties": {
+ "caseStudies": {
+ "items": {
+ "additionalProperties": false,
+ "properties": {
+ "company": {
+ "type": "string"
+ },
+ "description": {
+ "type": "string"
+ },
+ "industry": {
+ "type": "string"
+ },
+ "locations": {
+ "type": "string"
+ },
+ "slug": {
+ "type": "string"
+ },
+ "stats": {
+ "items": {
+ "additionalProperties": false,
+ "properties": {
+ "label": {
+ "type": "string"
+ },
+ "value": {
+ "type": "string"
+ }
+ },
+ "required": [
+ "value",
+ "label"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ },
+ "title": {
+ "type": "string"
+ },
+ "url": {
+ "format": "uri",
+ "type": "string"
+ }
+ },
+ "required": [
+ "title",
+ "slug",
+ "url",
+ "stats"
+ ],
+ "type": "object"
+ },
+ "type": "array"
+ }
+ },
+ "required": [
+ "caseStudies"
+ ],
+ "type": "object"
+}Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The annotations already declare readOnlyHint, idempotentHint, and destructiveHint to be true, covering the safety profile. The description adds useful context by specifying 'published' status and that results include headline results, which is not in the annotations. However, it does not disclose pagination, ordering, or filtering behavior, though the presence of an output schema (indicated by 'Has output schema: true') reduces the need to explain return values. The description does not contradict annotations.
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 no redundant or filler words. It front-loads the primary action ('List') and resource, and the qualifiers 'published' and 'headline results' add essential specificity without bloat. It is appropriately concise for a zero-parameter 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?
For a read-only listing tool with no parameters and comprehensive annotations (readOnly, idempotent, non-destructive), the description is sufficient. The output schema (present) likely details the structure of the list, and the description tells an agent what it will get (case studies with headline results) and its scope (published only). There is no missing information that would prevent an agent from deciding to invoke this tool.
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 tool has zero parameters, so the schema is trivially 100% covered. Per the rubric, a baseline score of 4 applies when there are no parameters. The description does not need to explain parameters because none exist, and it does not introduce any implicit parameter-like constraints beyond the 'published' filter, which is a semantic qualifier rather than a parameter.
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 ('List'), a specific resource ('published Flamel customer case studies'), and adds 'with their headline results' to clarify what the list contains. It clearly differentiates from siblings like get_case_study (single item) and list_blog_posts (different content type) without ambiguity.
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 implies the tool is for listing all published case studies, and its simplicity suggests use cases like browsing or overview. However, it does not explicitly state when to prefer this tool over search_flamel_content or get_case_study. No exclusions or alternatives are mentioned, so the guidance is implied rather than explicit.
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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