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History of Data Aggregator

io.github.musharna/data-aggregator-mcp · Registry status: active

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2026-09-27Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.46.0","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"NCBI_API_KEY","description":"Optional NCBI E-utilities API key; raises the rate limit 3->10 req/s for omics, literature, and taxonomy lookups.","required":false,"secret":true},{"name":"LLM_API_BASE","description":"Base URL of an OpenAI-compatible /chat/completions endpoint; enables search(understand=true) and search(multi_query=true).","required":false,"secret":false},{"name":"LLM_API_KEY","description":"Bearer token for the LLM endpoint (LLM_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"LLM_MODEL","description":"Model name passed to the LLM endpoint (default: gpt-4o-mini); set to whatever your endpoint serves.","required":false,"secret":false},{"name":"EMBEDDING_API_BASE","description":"Base URL of an OpenAI-compatible /embeddings endpoint; enables search(rank=semantic) re-ranking.","required":false,"secret":false},{"name":"EMBEDDING_API_KEY","description":"Bearer token for the embeddings endpoint (EMBEDDING_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"EMBEDDING_MODEL","description":"Model name passed to the embeddings endpoint (default: text-embedding-3-small).","required":false,"secret":false},{"name":"DATA_GOV_API_KEY","description":"Optional api.data.gov key for the data.gov source; without it requests fall back to the shared public DEMO_KEY, which is aggressively rate-limited.","required":false,"secret":true},{"name":"UNPAYWALL_EMAIL","description":"Email address sent to the Unpaywall API; required to enable the Unpaywall PDF fallback leg of literature full-text retrieval.","required":false,"secret":false},{"name":"NCBI_EMAIL","description":"Contact address sent to NCBI's ID converter; falls back to UNPAYWALL_EMAIL when unset.","required":false,"secret":false},{"name":"DATAVERSE_BASE_URL","description":"Resolve Dataverse DOIs against a different installation (default: https://dataverse.harvard.edu).","required":false,"secret":false},{"name":"CACHE_TTL_SECONDS","description":"Resolve-cache lifetime in seconds (default: 3600); an unparseable value falls back to the default.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} → {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.46.1","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"NCBI_API_KEY","description":"Optional NCBI E-utilities API key; raises the rate limit 3->10 req/s for omics, literature, and taxonomy lookups.","required":false,"secret":true},{"name":"LLM_API_BASE","description":"Base URL of an OpenAI-compatible /chat/completions endpoint; enables search(understand=true) and search(multi_query=true).","required":false,"secret":false},{"name":"LLM_API_KEY","description":"Bearer token for the LLM endpoint (LLM_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"LLM_MODEL","description":"Model name passed to the LLM endpoint (default: gpt-4o-mini); set to whatever your endpoint serves.","required":false,"secret":false},{"name":"EMBEDDING_API_BASE","description":"Base URL of an OpenAI-compatible /embeddings endpoint; enables search(rank=semantic) re-ranking.","required":false,"secret":false},{"name":"EMBEDDING_API_KEY","description":"Bearer token for the embeddings endpoint (EMBEDDING_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"EMBEDDING_MODEL","description":"Model name passed to the embeddings endpoint (default: text-embedding-3-small).","required":false,"secret":false},{"name":"DATA_GOV_API_KEY","description":"Optional api.data.gov key for the data.gov source; without it requests fall back to the shared public DEMO_KEY, which is aggressively rate-limited.","required":false,"secret":true},{"name":"UNPAYWALL_EMAIL","description":"Email address sent to the Unpaywall API; required to enable the Unpaywall PDF fallback leg of literature full-text retrieval.","required":false,"secret":false},{"name":"NCBI_EMAIL","description":"Contact address sent to NCBI's ID converter; falls back to UNPAYWALL_EMAIL when unset.","required":false,"secret":false},{"name":"DATAVERSE_BASE_URL","description":"Resolve Dataverse DOIs against a different installation (default: https://dataverse.harvard.edu).","required":false,"secret":false},{"name":"CACHE_TTL_SECONDS","description":"Resolve-cache lifetime in seconds (default: 3600); an unparseable value falls back to the default.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}
2026-09-27Package versions (raw): 0.46.0 → 0.46.1
2026-09-24Declared version: 0.45.3 → 0.46.0
2026-09-24Last changed in the registry (raw): 2026-07-28 → 2026-09-23
2026-09-24First listed in the registry (raw): 2026-07-28 → 2026-09-23
2026-09-24Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.45.3","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"NCBI_API_KEY","description":"Optional NCBI E-utilities API key; raises the rate limit 3->10 req/s for omics, literature, and taxonomy lookups.","required":false,"secret":true},{"name":"LLM_API_BASE","description":"Base URL of an OpenAI-compatible /chat/completions endpoint; enables search(understand=true) and search(multi_query=true).","required":false,"secret":false},{"name":"LLM_API_KEY","description":"Bearer token for the LLM endpoint (LLM_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"LLM_MODEL","description":"Model name passed to the LLM endpoint (default: gpt-4o-mini); set to whatever your endpoint serves.","required":false,"secret":false},{"name":"EMBEDDING_API_BASE","description":"Base URL of an OpenAI-compatible /embeddings endpoint; enables search(rank=semantic) re-ranking.","required":false,"secret":false},{"name":"EMBEDDING_API_KEY","description":"Bearer token for the embeddings endpoint (EMBEDDING_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"EMBEDDING_MODEL","description":"Model name passed to the embeddings endpoint (default: text-embedding-3-small).","required":false,"secret":false},{"name":"DATA_GOV_API_KEY","description":"Optional api.data.gov key for the data.gov source; without it requests fall back to the shared public DEMO_KEY, which is aggressively rate-limited.","required":false,"secret":true},{"name":"UNPAYWALL_EMAIL","description":"Email address sent to the Unpaywall API; required to enable the Unpaywall PDF fallback leg of literature full-text retrieval.","required":false,"secret":false},{"name":"NCBI_EMAIL","description":"Contact address sent to NCBI's ID converter; falls back to UNPAYWALL_EMAIL when unset.","required":false,"secret":false},{"name":"DATAVERSE_BASE_URL","description":"Resolve Dataverse DOIs against a different installation (default: https://dataverse.harvard.edu).","required":false,"secret":false},{"name":"CACHE_TTL_SECONDS","description":"Resolve-cache lifetime in seconds (default: 3600); an unparseable value falls back to the default.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} → {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.46.0","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"NCBI_API_KEY","description":"Optional NCBI E-utilities API key; raises the rate limit 3->10 req/s for omics, literature, and taxonomy lookups.","required":false,"secret":true},{"name":"LLM_API_BASE","description":"Base URL of an OpenAI-compatible /chat/completions endpoint; enables search(understand=true) and search(multi_query=true).","required":false,"secret":false},{"name":"LLM_API_KEY","description":"Bearer token for the LLM endpoint (LLM_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"LLM_MODEL","description":"Model name passed to the LLM endpoint (default: gpt-4o-mini); set to whatever your endpoint serves.","required":false,"secret":false},{"name":"EMBEDDING_API_BASE","description":"Base URL of an OpenAI-compatible /embeddings endpoint; enables search(rank=semantic) re-ranking.","required":false,"secret":false},{"name":"EMBEDDING_API_KEY","description":"Bearer token for the embeddings endpoint (EMBEDDING_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"EMBEDDING_MODEL","description":"Model name passed to the embeddings endpoint (default: text-embedding-3-small).","required":false,"secret":false},{"name":"DATA_GOV_API_KEY","description":"Optional api.data.gov key for the data.gov source; without it requests fall back to the shared public DEMO_KEY, which is aggressively rate-limited.","required":false,"secret":true},{"name":"UNPAYWALL_EMAIL","description":"Email address sent to the Unpaywall API; required to enable the Unpaywall PDF fallback leg of literature full-text retrieval.","required":false,"secret":false},{"name":"NCBI_EMAIL","description":"Contact address sent to NCBI's ID converter; falls back to UNPAYWALL_EMAIL when unset.","required":false,"secret":false},{"name":"DATAVERSE_BASE_URL","description":"Resolve Dataverse DOIs against a different installation (default: https://dataverse.harvard.edu).","required":false,"secret":false},{"name":"CACHE_TTL_SECONDS","description":"Resolve-cache lifetime in seconds (default: 3600); an unparseable value falls back to the default.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}
2026-09-24Package versions (raw): 0.45.3 → 0.46.0
2026-09-08Connection paths (source structure): – → {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.45.3","runtimeHint":"uvx","transport":"stdio","environment":[{"name":"NCBI_API_KEY","description":"Optional NCBI E-utilities API key; raises the rate limit 3->10 req/s for omics, literature, and taxonomy lookups.","required":false,"secret":true},{"name":"LLM_API_BASE","description":"Base URL of an OpenAI-compatible /chat/completions endpoint; enables search(understand=true) and search(multi_query=true).","required":false,"secret":false},{"name":"LLM_API_KEY","description":"Bearer token for the LLM endpoint (LLM_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"LLM_MODEL","description":"Model name passed to the LLM endpoint (default: gpt-4o-mini); set to whatever your endpoint serves.","required":false,"secret":false},{"name":"EMBEDDING_API_BASE","description":"Base URL of an OpenAI-compatible /embeddings endpoint; enables search(rank=semantic) re-ranking.","required":false,"secret":false},{"name":"EMBEDDING_API_KEY","description":"Bearer token for the embeddings endpoint (EMBEDDING_API_BASE); omit for keyless local servers.","required":false,"secret":true},{"name":"EMBEDDING_MODEL","description":"Model name passed to the embeddings endpoint (default: text-embedding-3-small).","required":false,"secret":false},{"name":"DATA_GOV_API_KEY","description":"Optional api.data.gov key for the data.gov source; without it requests fall back to the shared public DEMO_KEY, which is aggressively rate-limited.","required":false,"secret":true},{"name":"UNPAYWALL_EMAIL","description":"Email address sent to the Unpaywall API; required to enable the Unpaywall PDF fallback leg of literature full-text retrieval.","required":false,"secret":false},{"name":"NCBI_EMAIL","description":"Contact address sent to NCBI's ID converter; falls back to UNPAYWALL_EMAIL when unset.","required":false,"secret":false},{"name":"DATAVERSE_BASE_URL","description":"Resolve Dataverse DOIs against a different installation (default: https://dataverse.harvard.edu).","required":false,"secret":false},{"name":"CACHE_TTL_SECONDS","description":"Resolve-cache lifetime in seconds (default: 3600); an unparseable value falls back to the default.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]}
2026-08-26Description (raw): – → Find & fetch research datasets across 17 archives, omics registries, and literature sources.
2026-08-16Last changed in the registry (raw): – → 2026-07-28
2026-08-16First listed in the registry (raw): – → 2026-07-28
2026-08-16Registry status message (raw): – → –
2026-08-16Schema version of the raw record (raw): – → https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json
2026-08-16Icon formats (raw): – → –
2026-08-16Environment variable descriptions (raw): – → CACHE_TTL_SECONDS=Resolve-cache lifetime in seconds (default: 3600); an unparseable value falls back to the default. · DATAVERSE_BASE_URL=Resolve Dataverse DOIs against a different installation (default: https://dataverse.harvard.edu). · DATA_GOV_API_KEY=Optional api.data.gov key for the data.gov source; without it requests fall back to the shared public DEMO_KEY, which is aggressively rate-limited. · EMBEDDING_API_BASE=Base URL of an OpenAI-compatible /embeddings endpoint; enables search(rank=semantic) re-ranking. · EMBEDDING_API_KEY=Bearer token for the embeddings endpoint (EMBEDDING_API_BASE); omit for keyless local servers. · EMBEDDING_MODEL=Model name passed to the embeddings endpoint (default: text-embedding-3-small). · LLM_API_BASE=Base URL of an OpenAI-compatible /chat/completions endpoint; enables search(understand=true) and search(multi_query=true). · LLM_API_KEY=Bearer token for the LLM endpoint (LLM_API_BASE); omit for keyless local servers. · LLM_MODEL=Model name passed to the LLM endpoint (default: gpt-4o-mini); set to whatever your endpoint serves. · NCBI_API_KEY=Optional NCBI E-utilities API key; raises the rate limit 3->10 req/s for omics, literature, and taxonomy lookups. · NCBI_EMAIL=Contact address sent to NCBI's ID converter; falls back to UNPAYWALL_EMAIL when unset. · UNPAYWALL_EMAIL=Email address sent to the Unpaywall API; required to enable the Unpaywall PDF fallback leg of literature full-text retrieval.
2026-08-16Environment variable formats (raw): – → –
2026-08-16Delivery form (raw): – → package
2026-08-16Remote hosts (raw): – → –
2026-08-16Remote URLs (raw): – → –
2026-08-16Runtime hints (raw): – → uvx
2026-08-16Package versions (raw): – → 0.45.3
2026-08-16Package identifiers (raw): – → data-aggregator-mcp
2026-08-16Repository subfolder (raw): – → –
2026-08-16Repository platform (raw): – → github
2026-08-16Path environment variables (raw): – → –
2026-08-16Required secret headers (raw): – → –
2026-08-06Declared version: – → 0.45.3
2026-08-06Repository URL listed: – → yes
2026-08-06Path argument present: – → no
2026-08-06Execution location: – → local
2026-08-06Required secrets declared: – → no
2026-08-06Package registries (raw): – → pypi
2026-08-06Repository (raw): – → https://github.com/musharna/data-aggregator-mcp
2026-08-06Path arguments (raw): – → –
2026-08-06Transports (raw): – → stdio
2026-08-06Required secret variables (raw): – → –
2026-08-06Environment variables (raw): – → NCBI_API_KEY, LLM_API_BASE, LLM_API_KEY, LLM_MODEL, EMBEDDING_API_BASE, EMBEDDING_API_KEY, EMBEDDING_MODEL, DATA_GOV_API_KEY, UNPAYWALL_EMAIL, NCBI_EMAIL, DATAVERSE_BASE_URL, CACHE_TTL_SECONDS

This view pages forward and states no total: individual rows are dropped only at output time when their evidence is missing. A counted total would be larger than what is shown.

tracevero · https://tracevero.com/mcp/io-github-musharna-data-aggregator-mcp/aenderungen