History of Data Aggregator
io.github.musharna/data-aggregator-mcp · Registry status: active
Every published change to this entry, most recent first.
| 2026-10-08 | Declared version: 0.66.0 → 0.69.1 |
|---|---|
| 2026-10-08 | Last changed in the registry (raw): 2026-10-06 → 2026-10-08 |
| 2026-10-08 | First listed in the registry (raw): 2026-10-06 → 2026-10-08 |
| 2026-10-08 | Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.66.0","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":"0.69.1","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":[]} |
| 2026-10-08 | Package versions (raw): 0.66.0 → 0.69.1 |
| 2026-10-07 | Declared version: 0.61.0 → 0.66.0 |
| 2026-10-07 | Description (raw): Find & fetch research datasets across 17 archives, omics registries, and literature sources. → Find & fetch research datasets across 18 archives, omics registries, and literature sources. |
| 2026-10-07 | Last changed in the registry (raw): 2026-10-05 → 2026-10-06 |
| 2026-10-07 | First listed in the registry (raw): 2026-10-05 → 2026-10-06 |
| 2026-10-07 | Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.61.0","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":"0.66.0","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":[]} |
| 2026-10-07 | Package versions (raw): 0.61.0 → 0.66.0 |
| 2026-10-06 | Declared version: 0.59.0 → 0.61.0 |
| 2026-10-06 | Last changed in the registry (raw): 2026-10-04 → 2026-10-05 |
| 2026-10-06 | First listed in the registry (raw): 2026-10-04 → 2026-10-05 |
| 2026-10-06 | Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.59.0","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":"0.61.0","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":[]} |
| 2026-10-06 | Package versions (raw): 0.59.0 → 0.61.0 |
| 2026-10-05 | Declared version: 0.55.2 → 0.59.0 |
| 2026-10-05 | Last changed in the registry (raw): 2026-10-03 → 2026-10-04 |
| 2026-10-05 | First listed in the registry (raw): 2026-10-03 → 2026-10-04 |
| 2026-10-05 | Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.55.2","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":"0.59.0","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":[]} |
| 2026-10-05 | Package versions (raw): 0.55.2 → 0.59.0 |
| 2026-10-04 | Declared version: 0.54.14 → 0.55.2 |
| 2026-10-04 | Last changed in the registry (raw): 2026-10-02 → 2026-10-03 |
| 2026-10-04 | First listed in the registry (raw): 2026-10-02 → 2026-10-03 |
| 2026-10-04 | Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.54.14","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":"0.55.2","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":[]} |
| 2026-10-04 | Package versions (raw): 0.54.14 → 0.55.2 |
| 2026-10-03 | Declared version: 0.54.10 → 0.54.14 |
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| 2026-10-03 | Package versions (raw): 0.54.10 → 0.54.14 |
| 2026-10-02 | Declared version: 0.54.2 → 0.54.10 |
| 2026-10-02 | Last changed in the registry (raw): 2026-10-01 → 2026-10-02 |
| 2026-10-02 | First listed in the registry (raw): 2026-10-01 → 2026-10-02 |
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| 2026-10-02 | Package versions (raw): 0.54.2 → 0.54.10 |
| 2026-10-01 | Declared version: 0.53.0 → 0.54.2 |
| 2026-10-01 | Last changed in the registry (raw): 2026-09-29 → 2026-10-01 |
| 2026-10-01 | First listed in the registry (raw): 2026-09-29 → 2026-10-01 |
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| 2026-10-01 | Package versions (raw): 0.53.0 → 0.54.2 |
| 2026-09-30 | Declared version: 0.51.0 → 0.53.0 |
| 2026-09-30 | Connection paths (source structure): {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.51.0","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":"0.53.0","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":[]} |
| 2026-09-30 | Package versions (raw): 0.51.0 → 0.53.0 |
| 2026-09-29 | Declared version: 0.46.1 → 0.51.0 |
| 2026-09-29 | Last changed in the registry (raw): 2026-09-26 → 2026-09-29 |
| 2026-09-29 | First listed in the registry (raw): 2026-09-26 → 2026-09-29 |
| 2026-09-29 | Connection paths (source structure): {"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":[]} → {"packages":[{"registryType":"pypi","identifier":"data-aggregator-mcp","version":"0.51.0","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":[]} |
| 2026-09-29 | Package versions (raw): 0.46.1 → 0.51.0 |
| 2026-09-27 | Declared version: 0.46.0 → 0.46.1 |
| 2026-09-27 | Last changed in the registry (raw): 2026-09-23 → 2026-09-26 |
| 2026-09-27 | First listed in the registry (raw): 2026-09-23 → 2026-09-26 |
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