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afr

afr

by HelgiHelgasonCMD
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    A3.8/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct role: search retrieves experiences, get_episode_evidence fetches evidence by episode id, and report_task_outcome records an outcome. The descriptions make the read/search/write boundaries explicit, so an agent can reliably select the right tool.

    Naming Consistency5/5

    All tools follow a consistent snake_case verb_noun pattern: search_experience, get_episode_evidence, report_task_outcome. There are no mixed conventions or vague names.

    Tool Count5/5

    Three tools is appropriately minimal for this focused experience-retrieval and reporting server. Each tool serves a distinct, necessary function without redundant operations.

    Completeness3/5

    The set covers searching experiences, retrieving evidence, and reporting outcomes, but lacks any explicit way to create or record new episodes/lessons or add verification evidence. Those omissions are notable for a system centered on recorded experience, even if ingestion may happen outside the MCP surface.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

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