io.github.melhzy/pubmed-stream
pubmed-stream
Is the pubmed-stream MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.
Search PubMed and PMC, read full texts, map evidence and build Obsidian knowledge graphs
alive probed 2026-11-14 · unchanged since 2026-10-30
- Run it
- uvx pubmed-stream@0.4.4 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- pubmed-stream 0.4.4
- Capabilities
- tools
- Instructions
- 1 296 characters
- Of a 1M window
- 0.2 % of a 1M context window
- Count
- 2.3k tokens in Claude Opus 5.5, exact, measured 2026-10-30. With the Claude Code prefix mcp__…__ on each tool name: 2.4k. The o200k_base estimate is 1.3k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/melhzy/pubmed-stream
- Website
- https://melhzy.github.io/pubmed-stream/
- Registry
- active, updated 2026-10-23 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.76×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| build_knowledge_graph | 371 | 210 | 16 % |
| export_citations | 265 | 150 | 12 % |
| search_pmc | 261 | 148 | 12 % |
| fetch_abstracts | 256 | 145 | 11 % |
| list_articles | 252 | 143 | 11 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- IRS SOI (income by ZIP) io.github.mcpwright/soi-mcp · alive
- io.github.mdefrance/autocarver · install failed
- agent-godmode io.github.mdvohra/agent-godmode · needs mcp<2
- io.github.mechreaper007x/clipacanvas · crashed on start
- io.github.meloliva14/verity-mcp · needs mcp<2
- Context Engine io.github.melonelish/context-engine · crashed on start
- io.github.memtomem/memtomem · alive
- Euclid-MCP io.github.meob/euclid-mcp · alive
Servers that mention pubmed.
- ai.smithery/adamamer20-paper-search-mcp-openai · needs auth
- ai.smithery/lineex-pubmed-mcp-smithery · not found
- ai.smithery/morosss-sdfsdf · not found
- PubMed Biomedical Papers — new research articles ($0.01/query) com.a2awire/data-pubmed-biomedical-paper-research-article · alive
- CliniAtlas Evidence com.cliniatlas/evidence · alive
- PubMed / MEDLINE Literature Search com.olyport/pubmed · alive
- com.themineworks/academic-research-mcp · needs auth
- io.github.MCPServings/paper-mcp · needs auth
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.