researcher
by mareurs
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| RUST_LOG | No | Log level filter | info |
| BIND_ADDR | No | HTTP server bind address | 0.0.0.0:3000 |
| FB_COOKIE | No | Cookie header for facebook.com | |
| LLM_MODEL | No | Model name sent in requests | Qwen3.5-4B-Q4_K_M |
| EXA_API_KEY | No | Exa API key — used for academic profile (empty = disabled) | |
| LLM_API_KEY | No | Set to sk-... for OpenAI | no-key-needed |
| SEARXNG_URL | No | SearXNG instance URL | http://localhost:4000 |
| LLM_BASE_URL | No | Any OpenAI-compatible endpoint | http://localhost:8080/v1 |
| ADZUNA_APP_ID | No | Adzuna API app ID (job search) — free at developer.adzuna.com | |
| BRAVE_API_KEY | No | Brave Search API key (empty = disabled; default fallback for all profiles) | |
| ADZUNA_APP_KEY | No | Adzuna API key | |
| ADZUNA_COUNTRY | No | Adzuna country code (us, gb, de, fr, …) | us |
| EMBED_BASE_URL | No | TEI embed endpoint (e.g. http://localhost:8081) | |
| LLM_FAST_MODEL | No | Model name for fast LLM | Qwen3.5-4B-Q4_K_M |
| LLM_MAX_TOKENS | No | Max tokens per LLM call | 4096 |
| MAX_PAGE_CHARS | No | Max characters extracted per page | 8000 |
| TAVILY_API_KEY | No | Tavily API key — used for news profile (empty = disabled) | |
| TWITTER_COOKIE | No | Cookie header for twitter.com / x.com | |
| DEDUP_THRESHOLD | No | Cosine similarity cutoff for deduplication | 0.92 |
| LINKEDIN_COOKIE | No | Cookie header for linkedin.com | |
| LLM_FAST_STAGES | No | Pipeline stages routed to fast LLM | planner,summarizer,publisher |
| LLM_TEMPERATURE | No | Generation temperature | 0.3 |
| RERANK_BASE_URL | No | TEI rerank endpoint (e.g. http://localhost:8082) | |
| INSTAGRAM_COOKIE | No | Cookie header for instagram.com | |
| LLM_FAST_API_KEY | No | Fast LLM API key; empty = inherit LLM_API_KEY | |
| MIN_TEXT_DENSITY | No | Minimum text/HTML density ratio | 0.05 |
| LLM_FAST_BASE_URL | No | Fast LLM endpoint; empty = use heavy backend | |
| MIN_CONTENT_WORDS | No | Minimum word count per page | 100 |
| MAX_SEARCH_QUERIES | No | Sub-questions the planner generates | 4 |
| LLM_FAST_MAX_TOKENS | No | Max tokens for fast model | 4096 |
| MAX_SOURCES_PER_QUERY | No | Pages scraped per query | 4 |
| RERANK_QUALITY_WEIGHT | No | Content quality weight | 0.1 |
| STRIP_THINKING_TOKENS | No | Strip <think>...</think> from Qwen3 responses | true |
| RERANK_AUTHORITY_WEIGHT | No | Domain authority weight | 0.2 |
| RERANK_RELEVANCE_WEIGHT | No | Cross-encoder score weight | 0.7 |
| SEARCH_RESULTS_PER_QUERY | No | Results fetched per sub-question | 8 |
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 | |
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