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API Caller Agent Skill

Call any REST API dynamically. Make GET, POST, PUT, DELETE requests to any endpoint with custom headers and JSON body.

7k tokens
context cost
the whole folder, loaded on every use
5
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
162
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/NVIDIA/SkillEvaluator --skill api-caller

What comes with it

22 717 bytes besides the instruction
evals/evals.json
references/common_apis.md
scripts/call_api.py
scripts/parse_openapi.py

The instruction itself

16 sections, as written by the author

API Caller Skill

Generic skill to call any REST API dynamically. Can work with OpenAPI specs or direct endpoint calls.

Capabilities

  • Call any REST API endpoint (GET, POST, PUT, DELETE)
  • Parse OpenAPI/Swagger specs to discover endpoints
  • Handle common authentication (API keys, Bearer tokens)
  • JSON request/response handling

Instructions

  • Read this SKILL.md to choose the direct-call or OpenAPI workflow.
  • Use scripts/parse_openapi.py first when the user gives an OpenAPI or Swagger spec.
  • Use scripts/call_api.py for the actual HTTP request.
  • Return the request result and any recoverable error details to the user.

Scripts

scripts/parse_openapi.py

Use this first when given an API spec URL. Parses an OpenAPI/Swagger spec and returns available operations with parameters. Run commands from the skill base directory; script paths are relative to this SKILL.md file.

Usage:

python scripts/parse_openapi.py <spec_url> [filter_path]

Arguments:

  • <spec_url> - URL to the OpenAPI spec (required)
  • [filter_path] - Optional: filter operations by path substring

Example:

python scripts/parse_openapi.py "https://api.example.com/openapi.json"

Returns: API name, base URL, and list of operations with their parameters, request body schema, etc.

scripts/call_api.py

Call a REST API endpoint directly or using an OpenAPI spec. Run commands from the skill base directory; script paths are relative to this SKILL.md file.

Usage:

python scripts/call_api.py --url <endpoint_url> [options]

Arguments:

  • --url <endpoint_url> - Direct API endpoint URL (required if no --spec)
  • --method <GET|POST|PUT|DELETE> - HTTP method (default: GET)
  • --data <json_string> - Request body as JSON string
  • --headers <json_string> - Custom headers as JSON string
  • --spec <openapi_url> - OpenAPI spec URL (optional, for discovery)
  • --operation <operation_id> - Operation ID from OpenAPI spec
  • --params <json_string> - Path/query parameters as JSON

Examples

Direct API Call (Simple)

python scripts/call_api.py --url "https://api.example.com/data" --method GET

With Query Parameters

# Call API with query parameters appended to URL
python scripts/call_api.py --url "https://en.wikipedia.org/w/api.php" --params '{"action": "query", "titles": "NVIDIA", "format": "json"}'

With Headers (API Key)

# Call API with authentication
python scripts/call_api.py --url "https://api.example.com/data" --headers '{"Authorization": "Bearer TOKEN"}'

POST with JSON Body

# Create a resource
python scripts/call_api.py --url "https://api.example.com/items" --method POST --data '{"name": "test", "value": 123}'

Using OpenAPI Spec (Advanced)

# Discover and call an endpoint from OpenAPI spec
python scripts/call_api.py --spec "https://api.example.com/openapi.json" --operation "getItems" --params '{"param": "value"}'

Notes

  • For APIs requiring authentication, pass API keys via --headers
  • The skill automatically parses JSON responses
  • Timeout is 30 seconds by default
  • For complex API workflows, consider using code-generator skill instead
  • Limiting results: Try common params like ?_limit=N, ?limit=N, ?per_page=N. If unsupported, fetch all and filter with code-generator

Workflow: Using an API Spec

When given an OpenAPI spec URL, follow this workflow:

  • Parse the spec first with python scripts/parse_openapi.py:
   python scripts/parse_openapi.py "<spec_url>"
  • Review operations - Look at the returned operations, their paths, methods, and parameters
  • Call the API with python scripts/call_api.py using the discovered endpoint and parameters

When to Use

  • Quick API calls without writing code
  • Exploring new APIs
  • Simple GET requests for data retrieval
  • When you know the exact endpoint URL
  • When given an API spec to explore

When NOT to Use

  • Complex multi-step API workflows (use code-generator)
  • APIs requiring OAuth flows
  • When you need to process response data extensively

How to use it

Copy the folder

Take nvidia/api-caller from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.