Ext Ops Panel
Open dashboard

io.github.ahmedEid1/forgejudge

Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).

MCP server · by ahmedEid1

About

io.github.ahmedEid1/forgejudge is an MCP server published by ahmedEid1. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-14.

What it asks for

  • Runs on your machine

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Package

PyPI forgejudge (forgejudge on PyPI)

  • PyPI downloads/week: 32 (2026-10-13)
  • PyPI downloads/month: 99 (2026-10-13)
  • Latest version on PyPI: 0.1.0, published 2026-05-30

No known vulnerabilities in OSV for 0.1.0 (checked 2026-10-13)

PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: PyPI package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport stdio forgejudge -- uvx --from "forgejudge[mcp]==0.1.0" python -m forgejudge.mcp.server forgejudge
Codex~/.codex/config.toml
[mcp_servers.forgejudge]
command = "uvx"
args = ["--from", "forgejudge[mcp]==0.1.0", "python", "-m", "forgejudge.mcp.server", "forgejudge"]
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "forgejudge": {
      "command": "uvx",
      "args": [
        "--from",
        "forgejudge[mcp]==0.1.0",
        "python",
        "-m",
        "forgejudge.mcp.server",
        "forgejudge"
      ]
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.1.1 Downloads/month (PyPI): 99
Downloads/week (PyPI): 32
Forks (GitHub): 1
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • mcp io.github.DojoGenesis/mcp

    Practice library for coding agents: skill search/invoke, seed patches, scout, reflect, ADR writer

    by DojoGenesis · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • rigour io.github.rigour-labs/rigour

    Lets coding agents review their change, find an existing helper, and recall the team's lessons.

    by rigour-labs · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agent-gate com.forgeorbital/agent-gate

    Local mandate gate and proof trail for AI agents that take consequential actions.

    by forgeorbital.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • mcp-as-a-judge io.github.OtherVibes/mcp-as-a-judge

    MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

    by OtherVibes · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • codegworkspace-mcp com.clauxel.codegworkspace/codegworkspace-mcp

    A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, and audit-ready JSON.

    by codegworkspace.clauxel.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • evals-mcp-server io.github.cyanheads/evals-mcp-server

    Author verifiable eval records through a draft→review→revise→submit loop with enforced graders.

    by cyanheads · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • jcodeharness-mcp com.clauxel.jcodeharness/jcodeharness-mcp

    A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, receipts, usage logs, and

    by jcodeharness.clauxel.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agent-mcp-hub io.github.blackaxgit/agent-mcp-hub

    One MCP server bridging the Codex, Cursor, OpenCode, Claude, and Antigravity CLI agents

    by blackaxgit · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • JAIPilot

    Ship better Java with your coding agent.

    by JAIPilot · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • forkflux-mcp io.github.forkflux/forkflux-mcp

    Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams

    by forkflux · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • evalview-mcp io.github.hidai25/evalview-mcp

    Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

    by hidai25 · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • agent-discover io.github.keshrath/agent-discover

    Find, install and enable MCP servers mid-session on any host, with consent and tool pinning

    by keshrath · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Trabuco

    Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

    by arianlopezc · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • quarkus-agent

    MCP server for AI coding agents to create, manage, and interact with Quarkus applications. Provides tools for project scaffolding, dev mode lifecycle, extension skills, Dev MCP…

    by quarkusio · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • mcpg

    Generate MCP server scaffold and tool implementation code from a natural language description. Describe what tools you want in plain language, choose TypeScript or Python, and get…

    by yn01 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • quarkus-agent

    MCP server for AI coding agents to create, manage, and interact with Quarkus applications. Provides tools for project scaffolding, dev mode lifecycle, extension skills, Dev MCP…

    by quarkusio · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • firebase-mcp io.github.firebase/firebase-mcp

    Gives AI development tools Firebase-specific capabilities and expertise.

    by firebase · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official · Describes nearly the same job

  • forge-skills

    Forge-focused skills and MCP configuration for Atlassian Forge: scaffold and deploy apps (forge create, templates, dev spaces), build Teamwork Graph connectors for Rovo…

    by atlassian · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces · Describes nearly the same job

  • agentforce-adlc

    Agentforce Agent Development Life Cycle — author, discover, scaffold, deploy, test, and optimize .agent files

    by SalesforceAIResearch · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • mcp-server io.github.cap-js/mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

    by cap-js · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • buildkite

    Official Buildkite skills for Claude Code, Cursor, and other AI coding agents — pipelines, migration, preflight, agent runtime, CLI, and API

    by buildkite · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • gk-cli com.gitkraken/gk-cli

    The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.

    by gitkraken.com · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    by wonderwhy-er · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • figma

    Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…

    by figma · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • crowdstrike-falcon-foundry

    CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…

    by CrowdStrike · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Codex: openai-curated (openai/plugins), Copilot CLI: github/awesome-copilot, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • GitHub

    Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    by NVIDIA · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • forkflux-mcp io.github.forkflux/forkflux-mcp

    Self-hosted multi-agent collaboration and audit layer for AI-assisted engineering teams

    by forkflux · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • 4da-mcp-server io.github.4DA-Systems/4da-mcp-server

    Upgrade intelligence for AI agents: what an upgrade changes, where it touches your code, CVE scans.

    by 4DA-Systems · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • toolfactory io.github.GoatInAHat/toolfactory

    Build an agent tool once; ship it as Agent Skills, MCP servers, Agent Plugins / Claude / Codex

    by GoatInAHat · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • GodPrompt MCP Server

    GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing.

    by AKzar1el · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • ai-architect-mcp-spec io.github.cdeust/ai-architect-mcp-spec

    PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools.

    by cdeust · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • kotlin-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • foundry-hosted-agent-copilotkit

    Build CopilotKit + AG-UI web apps on Microsoft Foundry hosted agents (Microsoft Agent Framework): wiring, native Foundry primitives, human-in-the-loop approvals, azd deploy, and…

    by Sunil Sattiraju · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • rug-agentic-workflow

    Three-agent workflow for orchestrated software delivery with an orchestrator plus implementation and QA subagents.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • typescript-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • microsoft-foundry

    Skills and interactive Copilot canvas for designing, configuring, testing and deploying agents to Microsoft Foundry.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • cpp-language-server

    Navigate and interact with your C++ code using the Microsoft C++ Language Server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Orchestrate

    Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • CLI for Agents

    Patterns for designing CLIs that coding agents can run reliably: flags, help with examples, pipelines, errors, idempotency, dry-run.

    by Eric Zakariasson · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Agent Compatibility

    CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • pstack

    if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.

    by Lauren Tan · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • E2B

    Giving Claude ability to run code with E2B via MCP (Model Context Protocol).

    by e2b-dev · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Zen

    Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

    by BeehiveInnovations · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • testkube-mcp io.github.kubeshop/testkube-mcp

    MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

    by kubeshop · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • buildkite-mcp-server io.github.buildkite/buildkite-mcp-server

    MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

    by buildkite · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • SonarQube MCP Server

    Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.

    by SonarSource · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • mcp io.github.DojoGenesis/mcp

    Practice library for coding agents: skill search/invoke, seed patches, scout, reflect, ADR writer

    by DojoGenesis · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • rigour io.github.rigour-labs/rigour

    Lets coding agents review their change, find an existing helper, and recall the team's lessons.

    by rigour-labs · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • agent-gate com.forgeorbital/agent-gate

    Local mandate gate and proof trail for AI agents that take consequential actions.

    by forgeorbital.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • mcp-as-a-judge io.github.OtherVibes/mcp-as-a-judge

    MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via explicit LLM evaluations

    by OtherVibes · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • codegworkspace-mcp com.clauxel.codegworkspace/codegworkspace-mcp

    A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, and audit-ready JSON.

    by codegworkspace.clauxel.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built