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CircleCI MCP Server

by ampcome-mcps
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    Deploy Server
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    TDQS

    A3.9/5.0

    Scored across 13 tools

    Disambiguation3/5

    Most tools have distinct purposes, but there is significant overlap between run_pipeline, run_evaluation_tests, and rerun_workflow, which all involve triggering or re-running CI pipelines. Additionally, analyze_diff and config_helper are somewhat ambiguous as they analyze code/config but aren't clearly part of the core CircleCI domain. An agent might struggle to choose between these overlapping tools.

    Naming Consistency4/5

    The majority of tools follow a consistent verb_noun pattern (e.g., list_followed_projects, get_build_failure_logs, run_pipeline). However, there are minor deviations like analyze_diff (verb_noun but not clearly CircleCI-specific) and config_helper (noun_verb pattern), which slightly break the consistency. Overall, naming is mostly predictable and readable.

    Tool Count4/5

    With 13 tools, the count is reasonable for a CircleCI server, covering monitoring, debugging, and pipeline operations. However, it feels slightly heavy due to redundant pipeline-running tools and some tools (like create_prompt_template) that seem out of scope for a CI/CD server, suggesting the set could be more tightly scoped.

    Completeness3/5

    The server covers core CircleCI operations like listing projects, checking status, getting logs, and running pipelines, but there are notable gaps. For example, there are no tools for managing project settings, webhooks, or artifacts, and tools like create_prompt_template and recommend_prompt_template_tests seem unrelated to CircleCI, creating confusion about the domain. This incompleteness may hinder agent workflows.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources