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mcp-llm-bridge

by JNZader
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TypeScript
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    Deploy Server
    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

    A3.6/5.0

    Scored across 30 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose due to domain-specific prefixes and action verbs. Overlaps like llm_generate and local_llm_generate are well-differentiated by descriptions indicating local vs. cloud routing.

    Naming Consistency5/5

    All tools follow a consistent snake_case pattern with a domain prefix (e.g., vault_, conversation_) followed by a verb_noun combination. No mixing of conventions or ambiguous names.

    Tool Count4/5

    30 tools is on the higher side but each domain (approval, circuit breakers, code search, conversation, groups, LLM generation, shared state, usage, vault) has a reasonable number of tools. The count reflects the server's broad scope without excessive bloat.

    Completeness4/5

    Most domains have adequate CRUD coverage (e.g., vault store/list/delete, conversation pagination, usage query/summary). Minor gaps exist (no group update, no approval request creation), but core workflows are supported.

    Maintenance

    ActivitySlowing
    ResponsivenessSlow

    Resources