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"How to invoke Claude code or API" matching MCP servers:

  • GitLab MCP Code Review

    ffpy
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    Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.
    Last updated
    12
    4
    MIT
  • CodeRifts API Governance by coderifts

    CodeRifts API Governanceofficial

    coderifts
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    -
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    An MCP server providing risk-aware API governance tools for AI agents. Agents call preflight checks before tool calls or merges to verify API contracts are safe. Returns risk score, blast radius, agent impact, economic cost, and a deterministic ALLOW/WARN/REQUIRE_APPROVAL/BLOCK decision. MCP endpoint: https://app.coderifts.com/mcp
    Last updated
    MIT

  • DiffGate

    srbsa
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    Diffgate MCP server acts as a code review engine, enabling AI coding agents to analyze and validate code diffs before application. It enhances AI workflows by providing self-checking capabilities to optimise and secure code changes.
    Last updated
    7
    544
    3
    Apache 2.0

  • EGC

    Fmarzochi
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    Local MCP runtime that gives persistent cross-session memory to 12 AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, Windsurf, Amp, and more). SQLite-backed state survives context resets. Install: npm install -g @egchq/egc
    Last updated
    17
    754
    34
    MIT

  • mcp-zuul

    imatza-rh
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    An MCP server for Zuul CI. Debug build failures by asking questions, not clicking through web UIs. Read-only access to any Zuul instance ā€” builds, logs, pipelines, jobs, and live status. Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.
    Last updated
    39
    12
    Apache 2.0
  • Lintbase by lintbase

    Lintbaseofficial

    lintbase
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    quality
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    Developers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. šŸ¤– Stops AI
    Last updated
    3
    2
    MIT

  • tm-mcp

    trafficmorph-gif
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    quality
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    maintenance
    Enables AI assistants to interact with TrafficMorph for load-testing and CI-failure triage, including run management, profile lifecycle, and domain verification through natural language.
    Last updated
    25
    Apache 2.0

  • EvalView

    hidai25
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    MCP server that lets coding agents test AI agents. Create YAML test cases, snapshot golden baselines, check for regressions, and generate visual reports all from inside Claude Code or any MCP-compatible tool. Works with LangGraph, CrewAI, OpenAI, Claude, Mistral, and any HTTP API.
    Last updated
    10
    33
    122
    Apache 2.0

  • mcp-codemagic

    musictechlab
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    license
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    quality
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    maintenance
    This MCP server enables users to manage Codemagic CI/CD builds directly from Claude Code, including listing apps, triggering builds, checking status, and canceling builds.
    Last updated
    6
    MIT