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    MCP server for portable reputation and skills passports in East Africa — worker profiles, verified service records, trust scores, and professional references for economic mobility. 6 tools.
    6
    264 PyPI
    MIT
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    Collect primary sources through GitHub Actions and retrieve portable research packages with capture hashes, provenance ledgers, and explicit review requirements. The stdio MCP server exposes collect and fetch_corpus.
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    Enables researchers to turn property-history questions into reviewable evidence dossiers by gathering sources, tracing people and places, linking conclusions to supporting or opposing passages, and exporting portable backups.
    37
    Apache 2.0
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    Enables LLM agents to draw and edit ChemDraw reaction schemes, parse ELN exports and LCMS/NMR data, and generate publication-ready CDXML files through grounded chemistry tools.
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    MIT
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    Enables agents to build, validate, calibrate, and export versioned scientific models with mandatory units, dimensional and numerical checks, and uncertainty analysis over stdio. Models can be simulated and exported to portable formats such as SBML, CellML, and Modelica.
    65 npm
    37 PyPI
    9
    MIT
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    Enables evidence-first marketing analysis through ChatGPT-compatible MCP tools for funnel metrics, transaction reconciliation, experiment design and analysis, and UTM campaign URL building, with portable JSON, CSV, Markdown, and HTML reports.
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    Exposes NeuroGraph's scientific API to AI models as MCP tools, enabling them to query, analyze, and visualize brain networks — regions, tracts, connectivity, literature, and cross-species homologies — drawn from a portable SSD-based neuroimaging data library. Lets models read real atlas data, load datasets, compute graph metrics, and produce visualization scene descriptors without acting as the scientific engine itself.
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