Indexedv0.54.0 · released Sep 30, 2026
Data Aggregator
io.github.musharna/data-aggregator-mcp
Find & fetch research datasets across 17 archives, omics registries, and literature sources.
Indexed
Crawled from a public source. No check has passed yet, or a check failed.
Tiers are set by checks and outcomes only. Nobody can pay for a tier or a higher rank. How we check
What it can reach
From its install config and its own description; a sandbox run will confirm this later.
Network
- None seen
Files
- None seen
Accounts and secrets
- Secret: NCBI_API_KEY
- Secret: LLM_API_KEY
- Secret: EMBEDDING_API_KEY
- Secret: DATA_GOV_API_KEY
Checks on v0.54.0
Real tool
passrules 2026-09-29.1 · 4 hours agoStatic scan
passrules 2026-09-29.1 · 4 hours agoClaims check
skippedrules 2026-09-29.1 · 4 hours ago- infoLLM claims check is not configured on this deploy.
Install
Each app still asks you to confirm. Everything is pinned to the version checked above.
Open in VS Code
code --add-mcp '{"name":"data-aggregator-mcp","type":"stdio","command":"uvx","args":["data-aggregator-mcp==0.54.0"],"env":{"NCBI_API_KEY":"<NCBI_API_KEY>","LLM_API_BASE":"<LLM_API_BASE>","LLM_API_KEY":"<LLM_API_KEY>","LLM_MODEL":"<LLM_MODEL>","EMBEDDING_API_BASE":"<EMBEDDING_API_BASE>","EMBEDDING_API_KEY":"<EMBEDDING_API_KEY>","EMBEDDING_MODEL":"<EMBEDDING_MODEL>","DATA_GOV_API_KEY":"<DATA_GOV_API_KEY>","UNPAYWALL_EMAIL":"<UNPAYWALL_EMAIL>","NCBI_EMAIL":"<NCBI_EMAIL>","DATAVERSE_BASE_URL":"<DATAVERSE_BASE_URL>","CACHE_TTL_SECONDS":"<CACHE_TTL_SECONDS>"}}'{
"servers": {
"data-aggregator-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"data-aggregator-mcp==0.54.0"
],
"env": {
"NCBI_API_KEY": "<NCBI_API_KEY>",
"LLM_API_BASE": "<LLM_API_BASE>",
"LLM_API_KEY": "<LLM_API_KEY>",
"LLM_MODEL": "<LLM_MODEL>",
"EMBEDDING_API_BASE": "<EMBEDDING_API_BASE>",
"EMBEDDING_API_KEY": "<EMBEDDING_API_KEY>",
"EMBEDDING_MODEL": "<EMBEDDING_MODEL>",
"DATA_GOV_API_KEY": "<DATA_GOV_API_KEY>",
"UNPAYWALL_EMAIL": "<UNPAYWALL_EMAIL>",
"NCBI_EMAIL": "<NCBI_EMAIL>",
"DATAVERSE_BASE_URL": "<DATAVERSE_BASE_URL>",
"CACHE_TTL_SECONDS": "<CACHE_TTL_SECONDS>"
}
}
}
}- 1.Click the link, or run the command.
- 2.VS Code asks you to confirm the server before it starts.
Needs: NCBI_API_KEYLLM_API_BASELLM_API_KEYLLM_MODELEMBEDDING_API_BASEEMBEDDING_API_KEYEMBEDDING_MODELDATA_GOV_API_KEYUNPAYWALL_EMAILNCBI_EMAILDATAVERSE_BASE_URLCACHE_TTL_SECONDS
Pinned to v0.54.0 · 02cb5520252e
Versions
- v0.54.0 · Sep 30, 2026
Signals
- Installs through us
- 0
- Agent reports
- none yet
- Publisher
- io.github.musharna · unclaimed
- Found via
- registry