Percival Deep Research
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| FAST_LLM | Yes | Model identifier for the fast LLM, must be prefixed with 'openai:', e.g., 'openai:e2ee-qwen-2-5-7b-p'. | |
| RETRIEVER | Yes | Web search engine to use, e.g., 'duckduckgo' (default, no API key required). | |
| SMART_LLM | No | Model identifier for the smart LLM, must be prefixed with 'openai:', e.g., 'openai:minimax-m27'. | |
| STRATEGIC_LLM | No | Model identifier for the strategic LLM, must be prefixed with 'openai:', e.g., 'openai:zai-org-glm-4.7-flash'. | |
| OPENAI_API_KEY | Yes | API key for the Generative LLM Provider (e.g., Venice, MiniMax, OpenRouter). | |
| OPENAI_BASE_URL | Yes | Base URL for the LLM provider API, e.g., https://api.venice.ai/api/v1. |
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
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
This server cannot be deployed
Maintenance
ActivitySlowing
ResponsivenessNo issues