LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.
Biolit is an MCP integration. LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.
The published pypi package is biolit, version 0.1.25. Its declared MCP transport is stdio.
The package declares ANTHROPIC_API_KEY: Anthropic API key (required when using the default Anthropic provider); OPENAI_API_KEY: OpenAI API key (required when using LLM_PROVIDER=openai); LLM_PROVIDER: LLM provider: anthropic (default), openai, or ollama; LLM_MODEL: Model name override (e.g. claude-sonnet-4-6, gpt-4o); SEMANTIC_SCHOLAR_API_KEY: Semantic Scholar API key for higher rate limits on citation lookup (optional); UNPAYWALL_EMAIL: Email address for Unpaywall API access to improve PDF retrieval (optional).
Check the maintainer’s instructions for account access, authentication and the supported client configuration. Once connected, inspect the tools your client receives and try a small task that matches the server’s stated purpose. The registry description does not include a verified, complete tool list.
View the publisher’s registry entry · Project repository. This profile uses version 0.1.25 from the registry. Registration identifies the publisher namespace; it does not establish that this is a first-party integration for every service it connects.
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| Variable | Description | Required |
|---|---|---|
| ANTHROPIC_API_KEY | Anthropic API key (required when using the default Anthropic provider) | Optional |
| OPENAI_API_KEY | OpenAI API key (required when using LLM_PROVIDER=openai) | Optional |
| LLM_PROVIDER | LLM provider: anthropic (default), openai, or ollama | Optional |
| LLM_MODEL | Model name override (e.g. claude-sonnet-4-6, gpt-4o) | Optional |
| SEMANTIC_SCHOLAR_API_KEY | Semantic Scholar API key for higher rate limits on citation lookup (optional) | Optional |
| UNPAYWALL_EMAIL | Email address for Unpaywall API access to improve PDF retrieval (optional) | Optional |
Enables analysis of clinical trial data from the AACT database, tracking development trends, and generating analysis memos.
Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.
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Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.
Academic research search across PubMed and arXiv
Polymarket whales & odds, hiring signals, LLC filings, GovCon recompetes, clinical trials on Apify