MCPLow riskUnclaimed
biolit
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.
rachadelerachadele/biolit
server.json
{
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"name": "io.github.rachadele/biolit",
"description": "LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.",
"repository": {
"url": "https://github.com/rachadele/biolit",
"source": "github"
},
"version": "0.1.25",
"packages": [
{
"registryType": "pypi",
"identifier": "biolit",
"version": "0.1.25",
"transport": {
"type": "stdio"
},
"environmentVariables": [
{
"description": "Anthropic API key (required when using the default Anthropic provider)",
"format": "string",
"isSecret": true,
"name": "ANTHROPIC_API_KEY"
},
{
"description": "OpenAI API key (required when using LLM_PROVIDER=openai)",
"format": "string",
"isSecret": true,
"name": "OPENAI_API_KEY"
},
{
"description": "LLM provider: anthropic (default), openai, or ollama",
"format": "string",
"name": "LLM_PROVIDER"
},
{
"description": "Model name override (e.g. claude-sonnet-4-6, gpt-4o)",
"format": "string",
"name": "LLM_MODEL"
},
{
"description": "Semantic Scholar API key for higher rate limits on citation lookup (optional)",
"format": "string",
"isSecret": true,
"name": "SEMANTIC_SCHOLAR_API_KEY"
},
{
"description": "Email address for Unpaywall API access to improve PDF retrieval (optional)",
"format": "string",
"name": "UNPAYWALL_EMAIL"
}
]
}
]
}Permissions
DeclaredDetected
Runs code—
pythonInstalls—
pypi:biolit@0.1.25Runs install scripts—None
NetworkNoneNone
Needs credentials
ANTHROPIC_API_KEYOPENAI_API_KEYSEMANTIC_SCHOLAR_API_KEYANTHROPIC_API_KEYOPENAI_API_KEYSEMANTIC_SCHOLAR_API_KEYOutside the workspace—None
Agent tools—None
Checks
Low risk · Nothing worth a warning was found.
Not reviewed by a person · Checked by rules; the model review is not switched on yet.
Versions
- #10.1.25latestOct 7, 2026
biolitOpen in Codeg