Biolit runs on your own machine — the client starts it, so there is no endpoint to ping. 465 installs a week from pypi. Last commit 6 Sep 2026.
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.
We read the source, 20 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
r = subprocess.run(
paper_dir = os.path.join(artifacts_root, paper_slug)
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add biolit -- uvx biolit
{
"mcpServers": {
"biolit": {
"args": [
"biolit"
],
"command": "uvx"
}
}
}
[mcp_servers.biolit]
command = "uvx"
args = ["biolit"]
{
"mcpServers": {
"biolit": {
"args": [
"biolit"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"biolit": {
"args": [
"biolit"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
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)).
The author declared them in the registry entry; get the values from the project itself.
Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.
AI visibility analytics for brand mentions, citations, sentiment, and GEO reports
Cited geopolitical events, multi-perspective briefs, and live breaking news from V³ News.
Real-world actions for AI coding agents: domains, email, deploys, payments, media, and SEO/GEO.
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites
UK planning application data for AI agents: search, geo-query and fetch applications.
Live geopolitical intelligence feeds, plus eYKON's own scored and published forecast record.
OFAC and global sanctions screening: crypto addresses, emails, websites, IDs, countries, VPN, geo
Answers built from our own checks of this server.