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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
COHERE_API_KEYNoCohere API key (alternative cloud provider)
OPENAI_API_KEYNoOpenAI API key (alternative cloud provider)
VOYAGE_API_KEYNoVoyage AI API key (recommended cloud provider)
JITAPI_LOG_LEVELNoDEBUG, INFO, WARNING, ERROR (default: INFO)INFO
JITAPI_STORAGE_DIRNoData directory (default: ~/.jitapi)~/.jitapi

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
register_apiA

Register a new API by ingesting its OpenAPI specification. This parses the spec, builds a dependency graph, and creates searchable embeddings.

list_apisB

List all registered APIs with their basic information.

search_endpointsA

Search for API endpoints using natural language. Returns semantically similar endpoints based on the query.

get_workflowA

Get relevant endpoints with dependency resolution and full schemas for accomplishing a task. Returns search results expanded with their dependencies so you can plan and execute the right API calls in the right order. After reviewing the results, use call_api to execute each step.

get_endpoint_schemaB

Get the full schema for a specific endpoint. Use this to get detailed parameter and response information.

call_apiB

Execute an API call. Make sure authentication is configured first.

set_api_authA

Configure authentication for an API. Supports API key (header or query param) and bearer token auth. Use env_var to reference a secret from an environment variable — the credential is then resolved at request time and never stored on disk.

delete_apiA

Delete a registered API and all its data including endpoints, embeddings, dependency graph, and authentication credentials.

Prompts

Interactive templates invoked by user choice

NameDescription
explore_apiExplore what an API can do
register_and_exploreRegister a new API and explore its capabilities

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.9/5.0

Scored across 8 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: register/delete/list for API lifecycle management, search_endpoints for discovery, get_endpoint_schema for detailed inspection, get_workflow for task planning with dependencies, set_api_auth for configuration, and call_api for execution. No overlapping functionality.

Naming Consistency5/5

Consistent snake_case throughout with verb_noun pattern (call_api, delete_api, list_apis, register_api, search_endpoints, get_workflow, get_endpoint_schema, set_api_auth). All use standard CRUD-style verbs (get, list, search, call, set, register, delete).

Tool Count5/5

8 tools is well-scoped for an API management server covering the full lifecycle: registration, listing, deletion, authentication, discovery (search), inspection (schema), planning (workflow), and execution. Each tool earns its place without redundancy.

Completeness4/5

Covers the core API lifecycle well (register, list, delete, auth, search, call) with helpful additions like workflow planning. Minor gaps: no get_api for specific API details (only list_apis), no update_api for refreshing specs without full deletion, and no way to remove auth without deleting the entire API.

Maintenance

ActivityInactive
ResponsivenessUnresponsive