research-loop
by JerryWhites
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| DATABASE_URL | No | libSQL database URL (default: file:./data/research-loop.db) | file:./data/research-loop.db |
| ANTHROPIC_MODEL | No | Quality model OpenRouter ID (default: nex-agi/nex-n2-pro:free) | nex-agi/nex-n2-pro:free |
| PUBLIC_BASE_URL | No | Base URL for deep links in MCP responses | |
| MCP_BEARER_TOKEN | No | Optional bearer token for MCP endpoint authentication | |
| OPENAI_EMBED_MODEL | No | Embedding model (default: openai/text-embedding-3-small) | openai/text-embedding-3-small |
| OPENROUTER_API_KEY | Yes | Your OpenRouter API key, used for analysis, embeddings, and synthesis. | |
| ANTHROPIC_FAST_MODEL | No | Cheap model for rerank (default: openai/gpt-4o-mini) | openai/gpt-4o-mini |
| ANTHROPIC_FALLBACK_MODELS | No | Comma-separated fallback models (default: openai/gpt-oss-120b:free,google/gemma-4-31b-it:free) | openai/gpt-oss-120b:free,google/gemma-4-31b-it:free |
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 | |
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