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Kaydeep0

geniusflow-federation

by Kaydeep0

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    • A
      license
      C
      quality
      B
      maintenance
      Gives any MCP client 27 tools for turning scattered feeds, forums, and media into a persistent, searchable evidence corpus, so an agent can search and import evidence, verify claims with independent-source counting and citation checks, and run multi-round research that produces cited, revisable reports. It also supports adaptive retrieval widening, tiered evidence where only author-written sections count as sources, and honest degradation when no LLM key is available.
      27
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Enables AI agents and MCP clients to run research as an explicit scientific process: forming hypotheses, designing and executing sealed experiments, capturing observations and artifacts, linking claims to supporting evidence, and reviewing provenance. Exposes coordinated MCP services so users can inspect, reproduce, and audit every step from question to conclusion rather than trusting an opaque final answer.
      46
      2,530 PyPI
      2
      Apache 2.0
    • A
      license
      B
      quality
      A
      maintenance
      Enables provenance-first scholarly retrieval, paper ingestion, and reproducible research workflows by searching academic and developer sources, extracting source-located facts and claims, and preserving evidence and provider uncertainty for MCP clients.
      37
      1
      Apache 2.0
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables humans and AI agents to share canonical, versioned knowledge through MCP, with auditable provenance, review workflows, and reconciliation.
      1
      Apache 2.0
    • A
      license
      B
      quality
      D
      maintenance
      Provides a read-only MCP interface to query and retrieve verifiable evidence from a local memory bank, supporting search, dossier, chronology, source, and evidence tools.
      6
      BSD Zero Clause