io.github.rachadele/biolit
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.
Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.
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ANTHROPIC_API_KEYAnthropic API key (required when using the default Anthropic provider)
OPENAI_API_KEYOpenAI API key (required when using LLM_PROVIDER=openai)
LLM_PROVIDERLLM provider: anthropic (default), openai, or ollama
LLM_MODELModel name override (e.g. claude-sonnet-4-6, gpt-4o)
SEMANTIC_SCHOLAR_API_KEYSemantic Scholar API key for higher rate limits on citation lookup (optional)
UNPAYWALL_EMAILEmail address for Unpaywall API access to improve PDF retrieval (optional)
Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.
Public MCP server for the LLM Search Engine
Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 more engines.