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Alternatives to spark-mcp

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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables agents to track ML experiments with a reproducible write contract, internal git snapshots, and a queryable knowledge graph, plus a live web UI for humans.
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables any MCP client (zcode, Claude Code, Cursor) to give its model bi-temporal long-term memory, auditable evidence-cited retrieval, LLM-assisted document extraction, and deterministic A* skill planning with precondition/effect verification. All four capabilities share one portable SQLite store and can be mounted independently on demand.
      2
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides a zero-dependency SQLite memory layer for AI agents, letting them record lessons and work state, automatically test recurring patterns as hypotheses, and surface proven preferences during each session.
      24 PyPI
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables market-data analysis and quantitative research over a local Parquet lake with tools for bars, indicators, scans, backtests, and safe SQL queries.
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables deterministic, harness-neutral research workflows by unifying research object identity, evidence receipts, claim-evidence graphs, and append-only decision logs, along with specialized scholarly skills for literature analysis, reproducibility audits, and multi-agent review.
      46 PyPI
      1
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables quantitative trading research by providing tools to backtest strategies, list market datasets, review forward-test logs, and search previously rejected hypotheses, all through an MCP interface.
      MIT

    Maintenance

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