Pubtator vs Biolit
A side-by-side look at the Pubtator and Biolit MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Pubtator for biology, medicine and bioinformatics work as a local process; choose Biolit for biology, medicine and bioinformatics as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Pubtator when
- You need dedicated capabilities in the Biology, Medicine and Bioinformatics domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
Choose Biolit when
- You need dedicated capabilities in the Biology, Medicine and Bioinformatics domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
ANTHROPIC_API_KEY, OPENAI_API_KEY, LLM_PROVIDER, LLM_MODEL, CORE_API_KEY, BIOLIT_CUSTOM_RESOLVERS. - You want tools like
run_pipeline, fetch_pubmed_metadata, fetch_geo_record.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Biology, Medicine and Bioinformatics | Biology, Medicine and Bioinformatics |
| Quality signal | 37/100 · Fair | 53/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | No auth required | Not declared |
| Pricing | Free | Not declared |
| Required env vars | None listed | ANTHROPIC_API_KEYOPENAI_API_KEYLLM_PROVIDERLLM_MODEL |
Tools & capabilities
Pubtator tools
No tool names declared yet. Check the project README from the listing page.
Biolit tools 12
run_pipelineFetch, optionally screen, and optionally extract a mixed list of PMIDs, DOIs, and/or GEO accessions; write results CSV (and optionally a `.md` summary when `markdown=True`). Accepts `ids` (comma-separated), `bib_path` (`.bib` file), or `ids_file` (plain-text identifier file). Pass `sections` (comma…fetch_pubmed_metadataFetch PubMed metadata by PMIDfetch_geo_recordFetch and parse a GEO record by accessionfetch_fulltextRetrieve full text for a PMID (6-step chain)fetch_geo_fulltextRetrieve full text for a GEO accession via its linked PMIDsfetch_supplementaryRetrieve & extract text from a paper's supplementary files (supplementary methods, tables) via Europe PMCscreen_paperLLM relevance screen given pre-fetched textextract_fieldsStructured field extraction given pre-fetched textresolve_doiResolve a DOI to PMID + PMCID via the NCBI ID Converterlookup_s2_pdfCheck whether Semantic Scholar has an open-access PDF for a DOIread_pmids_from_emlParse PMIDs from a PubMed alert `.eml` fileget_versionReturn the installed biolit package version
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Pubtator
{
"mcpServers": {
"pubtator": {
"command": "npx",
"args": [
"-y",
"@pipeworx/mcp-pubtator"
]
}
}
}
Biolit
{
"mcpServers": {
"biolit": {
"command": "uvx",
"args": [
"biolit"
],
"env": {
"ANTHROPIC_API_KEY": "YOUR_ANTHROPIC_API_KEY_HERE",
"OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
"LLM_PROVIDER": "YOUR_LLM_PROVIDER_HERE",
"LLM_MODEL": "YOUR_LLM_MODEL_HERE",
"CORE_API_KEY": "YOUR_CORE_API_KEY_HERE",
"BIOLIT_CUSTOM_RESOLVERS": "YOUR_BIOLIT_CUSTOM_RESOLVERS_HERE"
}
}
}
}
Frequently asked questions
Pubtator is categorized under Biology, Medicine and Bioinformatics and uses a local stdio subprocess. Biolit belongs to Biology, Medicine and Bioinformatics and uses a local stdio subprocess. Pick Pubtator for biology, medicine and bioinformatics work and Biolit for biology, medicine and bioinformatics.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Pubtator is listed as free. Auth: no auth required. Biolit has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add pubtator and biolit as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Pubtator has a quality signal of 37/100 (Fair) with 0 views, 0 installs and 0 GitHub stars. Biolit has 53/100 (Good) with 1 views, 0 installs and 2 GitHub stars.