From 6acfa967573e05a895b520f81eca76eb6a14a670 Mon Sep 17 00:00:00 2001 From: Aaron Powell Date: Mon, 27 Oct 2025 11:26:55 +1100 Subject: [PATCH] Better handling link to mcp registry --- README.agents.md | 6 +- collections/partners.md | 6 +- eng/github-mcp-registry.json | 1137 ++++++++++++++++++++++++++++++++++ eng/update-readme.js | 33 +- 4 files changed, 1174 insertions(+), 8 deletions(-) create mode 100644 eng/github-mcp-registry.json diff --git a/README.agents.md b/README.agents.md index de9d167..e711713 100644 --- a/README.agents.md +++ b/README.agents.md @@ -20,12 +20,12 @@ Custom agents for GitHub Copilot, making it easy for users and organizations to | Title | Description | MCP Servers | | ----- | ----------- | ----------- | | [Amplitude Experiment Implementation](agents/amplitude-experiment-implementation.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md) | This custom agent uses Amplitude's MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features. | | -| [Arm Migration Agent](agents/arm-migration.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md) | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub. | [custom-mcp](https://github.com/mcp/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/custom-mcp/mcp-server) | +| [Arm Migration Agent](agents/arm-migration.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md) | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub. | custom-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/custom-mcp/mcp-server) | | [Dynatrace Expert](agents/dynatrace-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md) | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | [dynatrace](https://github.com/mcp/dynatrace/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/dynatrace/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/dynatrace/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/dynatrace/mcp-server) | | [JFrog Security Agent](agents/jfrog-sec.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fjfrog-sec.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fjfrog-sec.agent.md) | The dedicated Application Security agent for automated security remediation. Verifies package and version compliance, and suggests vulnerability fixes using JFrog security intelligence. | | | [Launchdarkly Flag Cleanup](agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | [launchdarkly](https://github.com/mcp/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/launchdarkly/mcp-server) | | [Neon Migration Specialist](agents/neon-migration-specialist.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-migration-specialist.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-migration-specialist.agent.md) | Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly, then apply to production—all automated with support for Prisma, Drizzle, or your favorite ORM. | | | [Neon Performance Analyzer](agents/neon-optimization-analyzer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md) | Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes. | | -| [Octopus Release Notes With Mcp](agents/octopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md) | Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs. | [octopus](https://github.com/mcp/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/octopus/mcp-server) | -| [Stackhawk Security Onboarding](agents/stackhawk-security-onboarding.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md) | Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow | [stackhawk-mcp](https://github.com/mcp/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/stackhawk-mcp/mcp-server) | +| [Octopus Release Notes With Mcp](agents/octopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md) | Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs. | octopus
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/octopus/mcp-server) | +| [Stackhawk Security Onboarding](agents/stackhawk-security-onboarding.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md) | Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow | stackhawk-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/stackhawk-mcp/mcp-server) | | [Terraform Agent](agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | | diff --git a/collections/partners.md b/collections/partners.md index ebf761a..25e1b74 100644 --- a/collections/partners.md +++ b/collections/partners.md @@ -9,14 +9,14 @@ Custom agents that have been created by GitHub partners | Title | Type | Description | MCP Servers | | ----- | ---- | ----------- | ----------- | | [Amplitude Experiment Implementation](../agents/amplitude-experiment-implementation.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Famplitude-experiment-implementation.agent.md) | Agent | This custom agent uses Amplitude's MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features. | | -| [Arm Migration Agent](../agents/arm-migration.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md) | Agent | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub. | [custom-mcp](https://github.com/mcp/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/custom-mcp/mcp-server) | +| [Arm Migration Agent](../agents/arm-migration.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Farm-migration.agent.md) | Agent | Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency incompatibilities, and recommends Arm-optimized changes. It can drive multi-arch container builds, validate performance, and guide optimization, enabling smooth cross-platform deployment directly inside GitHub. | custom-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/custom-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/custom-mcp/mcp-server) | | [Dynatrace Expert](../agents/dynatrace-expert.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fdynatrace-expert.agent.md) | Agent | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | [dynatrace](https://github.com/mcp/dynatrace/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/dynatrace/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/dynatrace/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/dynatrace/mcp-server) | | [JFrog Security Agent](../agents/jfrog-sec.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fjfrog-sec.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fjfrog-sec.agent.md) | Agent | The dedicated Application Security agent for automated security remediation. Verifies package and version compliance, and suggests vulnerability fixes using JFrog security intelligence. | | | [Launchdarkly Flag Cleanup](../agents/launchdarkly-flag-cleanup.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Flaunchdarkly-flag-cleanup.agent.md) | Agent | A specialized GitHub Copilot agent that uses the LaunchDarkly MCP server to safely automate feature flag cleanup workflows. This agent determines removal readiness, identifies the correct forward value, and creates PRs that preserve production behavior while removing obsolete flags and updating stale defaults. | [launchdarkly](https://github.com/mcp/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/launchdarkly/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/launchdarkly/mcp-server) | | [Neon Migration Specialist](../agents/neon-migration-specialist.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-migration-specialist.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-migration-specialist.agent.md) | Agent | Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly, then apply to production—all automated with support for Prisma, Drizzle, or your favorite ORM. | | | [Neon Performance Analyzer](../agents/neon-optimization-analyzer.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fneon-optimization-analyzer.agent.md) | Agent | Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after performance metrics with actionable code fixes. | | -| [Octopus Release Notes With Mcp](../agents/octopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md) | Agent | Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs. | [octopus](https://github.com/mcp/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/octopus/mcp-server) | -| [Stackhawk Security Onboarding](../agents/stackhawk-security-onboarding.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md) | Agent | Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow | [stackhawk-mcp](https://github.com/mcp/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/stackhawk-mcp/mcp-server) | +| [Octopus Release Notes With Mcp](../agents/octopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Foctopus-deploy-release-notes-mcp.agent.md) | Agent | Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs. | octopus
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/octopus/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/octopus/mcp-server) | +| [Stackhawk Security Onboarding](../agents/stackhawk-security-onboarding.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fstackhawk-security-onboarding.agent.md) | Agent | Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow | stackhawk-mcp
[![Install MCP](https://img.shields.io/badge/Install-VS_Code-0098FF?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-VS_Code_Insiders-24bfa5?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-vscode?vscode-insiders:mcp/by-name/stackhawk-mcp/mcp-server)
[![Install MCP](https://img.shields.io/badge/Install-Visual_Studio-C16FDE?style=flat-square)](https://aka.ms/awesome-copilot/install/mcp-visualstudio?vscode:mcp/by-name/stackhawk-mcp/mcp-server) | | [Terraform Agent](../agents/terraform.agent.md)
[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install-0098FF?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md)
[![Install in VS Code Insiders](https://img.shields.io/badge/VS_Code_Insiders-Install-24bfa5?style=flat-square&logo=visualstudiocode&logoColor=white)](https://aka.ms/awesome-copilot/install/agent?url=vscode-insiders%3Achat-agent%2Finstall%3Furl%3Dhttps%3A%2F%2Fraw.githubusercontent.com%2Fgithub%2Fawesome-copilot%2Fmain%2Fagents%2Fterraform.agent.md) | Agent | The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository. | | --- diff --git a/eng/github-mcp-registry.json b/eng/github-mcp-registry.json new file mode 100644 index 0000000..9dc1311 --- /dev/null +++ b/eng/github-mcp-registry.json @@ -0,0 +1,1137 @@ +{ + "payload": { + "mcpRegistryRoute": { + "serversData": { + "servers": [ + { + "id": "976a2f68-e16c-4e2b-9709-7133487f8c14", + "name": "microsoft/markitdown", + "display_name": "Markitdown", + "description": "Convert various file formats (PDF, Word, Excel, images, audio) to Markdown.", + "url": "https://github.com/microsoft/markitdown", + "created_at": "2025-09-09T10:55:22.907101Z", + "updated_at": "2025-10-20T23:07:42Z", + "stargazer_count": 82129, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "888092115", + "license": "MIT License", + "topics": [ + "langchain", + "openai", + "autogen-extension", + "autogen", + "markdown", + "microsoft-office", + "pdf" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/b84de94f6c550e83b268d4b68c0982808f9a1d227c47465ea6b48159039dea0b/microsoft/markitdown", + "uses_custom_opengraph_image": false, + "name_with_owner": "microsoft/markitdown", + "is_in_organization": true, + "pushed_at": "2025-10-20T23:07:42Z" + }, + { + "id": "dcec7705-b81b-4e0f-8615-8032604be7ad", + "name": "upstash/context7", + "display_name": "Context7", + "description": "Get up-to-date, version-specific documentation and code examples from any library or framework.", + "url": "https://github.com/upstash/context7", + "created_at": "2025-09-09T10:55:22.907116Z", + "updated_at": "2025-10-25T22:04:41Z", + "stargazer_count": 35055, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/74989412?v=4", + "primary_language": "JavaScript", + "primary_language_color": "#f1e05a", + "repo_id": "955620917", + "license": "MIT License", + "topics": ["llm", "mcp", "mcp-server", "vibe-coding"], + "opengraph_image_url": "https://opengraph.githubassets.com/83e7994cacdad1db8796c4ac13becc936f81ed433e2a37c3649fdbf894a860ac/upstash/context7", + "uses_custom_opengraph_image": false, + "name_with_owner": "upstash/context7", + "is_in_organization": true, + "pushed_at": "2025-10-25T22:04:41Z" + }, + { + "id": "ab12cd34-5678-90ef-1234-567890abcdef", + "name": "github/github-mcp-server", + "display_name": "GitHub", + "description": "Official GitHub MCP Server that connects AI tools directly to GitHub's platform. Enables AI agents to read repositories, manage issues and PRs, analyze code, and automate workflows through natural language interactions.", + "url": "https://github.com/github/github-mcp-server", + "created_at": "2025-08-22T00:00:00Z", + "updated_at": "2025-10-24T20:27:26Z", + "stargazer_count": 23935, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/9919?v=4", + "primary_language": "Go", + "primary_language_color": "#00ADD8", + "repo_id": "942771284", + "license": "MIT License", + "topics": ["github", "mcp", "mcp-server"], + "opengraph_image_url": "https://opengraph.githubassets.com/0b262aca81c43dafeddd3ee4f7f05b315bdb740f6ea6505324db97680d541538/github/github-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "github/github-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-24T20:27:26Z" + }, + { + "id": "41b79849-7e6c-4fc7-82c0-5a611ea21523", + "name": "microsoft/playwright-mcp", + "display_name": "Playwright", + "description": "Automate web browsers using accessibility trees for testing and data extraction.", + "url": "https://github.com/microsoft/playwright-mcp", + "created_at": "2025-09-09T10:55:22.907061Z", + "updated_at": "2025-10-24T21:41:24Z", + "stargazer_count": 22407, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "952688112", + "license": "Apache License 2.0", + "topics": ["mcp", "playwright"], + "opengraph_image_url": "https://opengraph.githubassets.com/bc3b0726d5b2fcd1789a3c06f958eb93ece62fff8beea37c21e104f331310b09/microsoft/playwright-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "microsoft/playwright-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-24T21:41:24Z" + }, + { + "id": "0658e342-7ae7-493a-b378-a324363ee322", + "name": "oraios/serena", + "display_name": "Serena", + "description": "Semantic code retrieval \u0026 editing tools for coding agents.", + "url": "https://github.com/oraios/serena", + "created_at": "2025-09-09T10:55:22.910285Z", + "updated_at": "2025-10-26T22:30:40Z", + "stargazer_count": 14853, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/181485370?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "953683578", + "license": "MIT License", + "topics": [ + "agent", + "ai", + "llms", + "vibe-coding", + "mcp-server", + "ai-coding", + "language-server", + "programming", + "claude", + "claude-code" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/dbf989dced13cce628f4896be5eb458c933cb11da071b19c6a8f096c0800c6aa/oraios/serena", + "uses_custom_opengraph_image": false, + "name_with_owner": "oraios/serena", + "is_in_organization": true, + "pushed_at": "2025-10-26T22:30:40Z" + }, + { + "id": "13749964-2447-4c31-bcab-32731cced504", + "name": "chromedevtools/chrome-devtools-mcp", + "display_name": "Chrome DevTools", + "description": "Lets your coding agent (such as Gemini, Claude, Cursor or Copilot) control and inspect a live Chrome browser.", + "url": "https://github.com/ChromeDevTools/chrome-devtools-mcp", + "created_at": "2025-09-09T10:55:22.907061Z", + "updated_at": "2025-10-26T00:07:15Z", + "stargazer_count": 12735, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/11260967?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "1054793726", + "license": "Apache License 2.0", + "topics": [ + "mcp-server", + "puppeteer", + "chrome-devtools", + "browser", + "chrome", + "debugging", + "devtools", + "mcp" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/eb78954314745e84f38158d6485817c8266883fc0fc735fb18f7ee336b4ee6ff/ChromeDevTools/chrome-devtools-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "ChromeDevTools/chrome-devtools-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-26T00:07:15Z" + }, + { + "id": "d586c74c-4aa1-4aa2-9aa3-046e58fcb84f", + "name": "firecrawl/firecrawl-mcp-server", + "display_name": "Firecrawl", + "description": "Extract web data with Firecrawl", + "url": "https://github.com/firecrawl/firecrawl-mcp-server", + "created_at": "2025-09-09T10:55:22.908539Z", + "updated_at": "2025-10-19T15:08:42Z", + "stargazer_count": 4794, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/135057108?v=4", + "primary_language": "JavaScript", + "primary_language_color": "#f1e05a", + "repo_id": "899407931", + "license": "MIT License", + "topics": [ + "batch-processing", + "claude", + "content-extraction", + "data-collection", + "firecrawl", + "firecrawl-ai", + "llm-tools", + "mcp-server", + "model-context-protocol", + "search-api" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/b6965f08c7abb20fa7c2df8aa3f6e44c21cc9f19e60694ca5c579448de2e24ae/firecrawl/firecrawl-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "firecrawl/firecrawl-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-19T15:08:42Z" + }, + { + "id": "776e74ed-3a5a-4642-8710-13ee91ed1c10", + "name": "coplaydev/unity-mcp", + "display_name": "Unity", + "description": "Control the Unity Editor from MCP clients via a Unity bridge + local Python server.", + "url": "https://github.com/CoplayDev/unity-mcp", + "created_at": "2025-09-09T10:55:22.907116Z", + "updated_at": "2025-10-26T23:08:00Z", + "stargazer_count": 3629, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/188132522?v=4", + "primary_language": "C#", + "primary_language_color": "#178600", + "repo_id": "950564038", + "license": "MIT License", + "topics": [ + "ai", + "ai-integration", + "mcp", + "unity", + "anthropic", + "claude", + "copilot", + "cursor", + "deepseek", + "game-development" + ], + "opengraph_image_url": "https://repository-images.githubusercontent.com/950564038/29569e93-0949-4b10-87c5-c530ba068a26", + "uses_custom_opengraph_image": true, + "name_with_owner": "CoplayDev/unity-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-26T23:08:00Z" + }, + { + "id": "2a045418-16b2-4ea6-bc36-113feb0df335", + "name": "makenotion/notion-mcp-server", + "display_name": "Notion", + "description": "Official MCP server for Notion API", + "url": "https://github.com/makenotion/notion-mcp-server", + "created_at": "2025-09-09T10:55:22.909499Z", + "updated_at": "2025-08-22T19:08:45Z", + "stargazer_count": 3368, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/4792552?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "946169991", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/47bf096bffe8c158d5fdf0d8fd15f0a07e7a302ea63f6348cbc66e3e27afcaa2/makenotion/notion-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "makenotion/notion-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-08-22T19:08:45Z" + }, + { + "id": "6cf2c8d0-6872-406b-bdeb-495272df709d", + "name": "azure/azure-mcp", + "display_name": "Azure", + "description": "The Azure MCP Server, bringing the power of Azure to your agents.", + "url": "https://github.com/azure/azure-mcp", + "created_at": "2025-08-20T00:00:00Z", + "updated_at": "2025-09-03T16:20:30Z", + "stargazer_count": 1167, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6844498?v=4", + "primary_language": "C#", + "primary_language_color": "#178600", + "repo_id": "967503541", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/19a37dbbf9bfe16a054123e335ff2ff43b4ce0d9a33502a704bdcfed591907ef/Azure/azure-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "Azure/azure-mcp", + "is_in_organization": true, + "pushed_at": "2025-09-03T16:20:30Z" + }, + { + "id": "e0455530-d34a-4795-8dc6-b2888ae76c27", + "name": "microsoftdocs/mcp", + "display_name": "Microsoft Learn", + "description": "Enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation.", + "url": "https://github.com/microsoftdocs/mcp", + "created_at": "2025-08-22T00:00:00Z", + "updated_at": "2025-10-13T06:40:49Z", + "stargazer_count": 1027, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/22479449?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "998658053", + "license": "Creative Commons Attribution 4.0 International", + "topics": [ + "ai", + "ai-agents", + "documentation", + "mcp", + "mcp-server", + "microsoft", + "microsoft-learn", + "rag", + "copilot", + "llm" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/19aaab2db21017fa299b15fb23c525e2d85e12c01a13ba239a0a4a37cc11983e/MicrosoftDocs/mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "MicrosoftDocs/mcp", + "is_in_organization": true, + "pushed_at": "2025-10-13T06:40:49Z" + }, + { + "id": "34cd3839-461a-404a-a290-3d3bc9d8bee3", + "name": "hashicorp/terraform-mcp-server", + "display_name": "Terraform", + "description": "Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by Terraform", + "url": "https://github.com/hashicorp/terraform-mcp-server", + "created_at": "2025-09-09T10:55:22.910353Z", + "updated_at": "2025-10-24T05:54:51Z", + "stargazer_count": 1020, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/761456?v=4", + "primary_language": "Go", + "primary_language_color": "#00ADD8", + "repo_id": "969282615", + "license": "Mozilla Public License 2.0", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/6c73068f79410b5ea296cd54ea61efa3ae1a220e3d7e8408e430ee8f0f9005d1/hashicorp/terraform-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "hashicorp/terraform-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-24T05:54:51Z" + }, + { + "id": "f0b8ecdd-498c-4087-8ae2-b2677215b7ca", + "name": "stripe/agent-toolkit", + "display_name": "Stripe", + "description": "Interact with Stripe API", + "url": "https://github.com/stripe/agent-toolkit", + "created_at": "2025-09-09T10:55:22.910285Z", + "updated_at": "2025-10-24T19:50:47Z", + "stargazer_count": 990, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/856813?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "886826524", + "license": "MIT License", + "topics": [ + "llm", + "llm-agents", + "python", + "typescript", + "workflows", + "mcp" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/fccb8dee9e9f4a4663d2274605c0d758249f9c4cb5f2937f0eea2a61e514db59/stripe/agent-toolkit", + "uses_custom_opengraph_image": false, + "name_with_owner": "stripe/agent-toolkit", + "is_in_organization": true, + "pushed_at": "2025-10-24T19:50:47Z" + }, + { + "id": "0348a3b3-6f52-4664-9eb7-bf732f71c144", + "name": "microsoft/azure-devops-mcp", + "display_name": "Azure DevOps", + "description": "Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search.", + "url": "https://github.com/microsoft/azure-devops-mcp", + "created_at": "2025-09-09T10:55:22.907776Z", + "updated_at": "2025-10-24T10:23:32Z", + "stargazer_count": 943, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "984142834", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://repository-images.githubusercontent.com/984142834/d0a14641-bb08-45c9-a6f6-d0096a355a3b", + "uses_custom_opengraph_image": true, + "name_with_owner": "microsoft/azure-devops-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-24T10:23:32Z" + }, + { + "id": "7d2aa3fa-ab7a-4609-b27c-7b24037bf6ce", + "name": "antfu/nuxt-mcp", + "display_name": "Nuxt", + "description": "MCP server helping models understand your Vite/Nuxt app.", + "url": "https://github.com/antfu/nuxt-mcp", + "created_at": "2025-09-09T10:55:22.907116Z", + "updated_at": "2025-10-15T03:05:42Z", + "stargazer_count": 830, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/11247099?u=5c092d3773a443e480a294f2b67aa39395982f46\u0026v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "946411030", + "license": "MIT License", + "topics": ["mcp", "nuxt", "vite"], + "opengraph_image_url": "https://opengraph.githubassets.com/c296e2e542c1c813ad79719f4f5ceb3476c8dc22654ccf343ec2766a7622c5d1/antfu/nuxt-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "antfu/nuxt-mcp", + "is_in_organization": false, + "pushed_at": "2025-10-15T03:05:42Z" + }, + { + "id": "7de30975-08be-4120-997e-86f772f784bd", + "name": "mongodb-js/mongodb-mcp-server", + "display_name": "Mongodb", + "description": "A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.", + "url": "https://github.com/mongodb-js/mongodb-mcp-server", + "created_at": "2025-09-09T10:55:22.909358Z", + "updated_at": "2025-10-24T15:25:59Z", + "stargazer_count": 754, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/11214950?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "960484071", + "license": "Apache License 2.0", + "topics": [ + "mcp", + "mcp-server", + "mongodb", + "mongodb-atlas", + "mongodb-database" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/ece5c31ee9c0eb0ff6ca4c79e671e211b05451fa816de58e508b20a4f8bd75f3/mongodb-js/mongodb-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "mongodb-js/mongodb-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-24T15:25:59Z" + }, + { + "id": "1b8a16d9-0648-4790-b853-d919a6be16e9", + "name": "elastic/mcp-server-elasticsearch", + "display_name": "Elasticsearch", + "description": "MCP server for connecting to Elasticsearch data and indices. Supports search queries, mappings, ES|QL, and shard information through natural language interactions.", + "url": "https://github.com/elastic/mcp-server-elasticsearch", + "created_at": "2025-05-16T18:58:37Z", + "updated_at": "2025-10-24T18:31:53Z", + "stargazer_count": 528, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6764390?v=4", + "primary_language": "Rust", + "primary_language_color": "#dea584", + "repo_id": "953992846", + "license": "Apache License 2.0", + "topics": ["elasticsearch", "mcp", "mcp-server", "vector-database"], + "opengraph_image_url": "https://opengraph.githubassets.com/2ed3b437be1412a2866db297d0697da04052644db0c94252b44ae4371f9446c4/elastic/mcp-server-elasticsearch", + "uses_custom_opengraph_image": false, + "name_with_owner": "elastic/mcp-server-elasticsearch", + "is_in_organization": true, + "pushed_at": "2025-10-24T18:31:53Z" + }, + { + "id": "80cf5adf-774d-45c6-b97a-d527509aa505", + "name": "neondatabase/mcp-server-neon", + "display_name": "Neon", + "description": "MCP server for interacting with Neon Management API and databases", + "url": "https://github.com/neondatabase/mcp-server-neon", + "created_at": "2025-09-09T10:55:22.909438Z", + "updated_at": "2025-10-24T20:34:21Z", + "stargazer_count": 496, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/77690634?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "896203400", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/169970552a13b926389677f00f402e723a3278a537fa82d23c4bcc7dcf1a4048/neondatabase/mcp-server-neon", + "uses_custom_opengraph_image": false, + "name_with_owner": "neondatabase/mcp-server-neon", + "is_in_organization": true, + "pushed_at": "2025-10-24T20:34:21Z" + }, + { + "id": "1aef85cf-1597-47f1-84ae-3e9a771c2162", + "name": "apify/apify-mcp-server", + "display_name": "Apify", + "description": "Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡", + "url": "https://github.com/apify/apify-mcp-server", + "created_at": "2025-09-09T10:55:22.907061Z", + "updated_at": "2025-10-25T20:59:20Z", + "stargazer_count": 486, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/24586296?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "911256711", + "license": "MIT License", + "topics": ["agents", "ai", "mcp", "mcp-server"], + "opengraph_image_url": "https://opengraph.githubassets.com/73587587d37e2669127cce05f05b5de861f287bff41ddaa68541013a59d0bfc8/apify/apify-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "apify/apify-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-25T20:59:20Z" + }, + { + "id": "29bf7a98-e581-45da-a327-1ae890f17464", + "name": "getsentry/sentry-mcp", + "display_name": "Sentry", + "description": "Retrieve and analyze application errors and performance issues from Sentry projects.", + "url": "https://github.com/getsentry/sentry-mcp", + "created_at": "2025-09-09T10:55:22.907078Z", + "updated_at": "2025-10-25T23:21:00Z", + "stargazer_count": 401, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/1396951?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "957245447", + "license": "Other", + "topics": ["mcp-server", "tag-production"], + "opengraph_image_url": "https://opengraph.githubassets.com/97816862c4a0c1eba8a4b92b91f4e3bd2a8ceb660e4eaefac48bf90612b7bebc/getsentry/sentry-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "getsentry/sentry-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-25T23:21:00Z" + }, + { + "id": "54222ba5-0bc5-428d-bdb0-5dbcf2574b83", + "name": "chroma-core/chroma-mcp", + "display_name": "Chroma", + "description": "Provides data retrieval capabilities powered by Chroma, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, metadata filtering, and more.", + "url": "https://github.com/chroma-core/chroma-mcp", + "created_at": "2025-09-09T10:55:22.908927Z", + "updated_at": "2025-09-17T20:20:13Z", + "stargazer_count": 398, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/105881770?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "930632525", + "license": "Apache License 2.0", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/b9e2aeee3c0ffbbc2405723f72330b5ae46490ba5c6be318167bb4ac7960a250/chroma-core/chroma-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "chroma-core/chroma-mcp", + "is_in_organization": true, + "pushed_at": "2025-09-17T20:20:13Z" + }, + { + "id": "52673640-90be-4bc5-9899-87e0886cb9ff", + "name": "mondaycom/mcp", + "display_name": "Monday.com", + "description": "Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.", + "url": "https://github.com/mondaycom/mcp", + "created_at": "2025-08-22T00:00:00Z", + "updated_at": "2025-10-24T11:05:59Z", + "stargazer_count": 323, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/61420283?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "961296260", + "license": "MIT License", + "topics": ["agents", "copilot", "mcp", "mcp-server", "monday"], + "opengraph_image_url": "https://opengraph.githubassets.com/90c5fcbedbde2cbab25c18ea32f48113c9c1d11b2469a9956f478eded5761cc7/mondaycom/mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "mondaycom/mcp", + "is_in_organization": true, + "pushed_at": "2025-10-24T11:05:59Z" + }, + { + "id": "78ed6aa5-3037-4adb-9bda-8dcda12aa9a5", + "name": "sunriseapps/imagesorcery-mcp", + "display_name": "Imagesorcery", + "description": "Local image processing with computer vision capabilities including object detection, OCR, image editing, and transformations.", + "url": "https://github.com/sunriseapps/imagesorcery-mcp", + "created_at": "2025-09-09T10:55:22.907123Z", + "updated_at": "2025-09-23T21:24:06Z", + "stargazer_count": 224, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/211119887?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "982160482", + "license": "MIT License", + "topics": [ + "computer-vision", + "image-processing", + "ocr", + "opencv", + "image-editing", + "image-manipulation", + "mcp", + "mcp-server" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/5f401153570cb88dcaaeef24e581dc723830dec59b1e112f863a147044f7de21/sunriseapps/imagesorcery-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "sunriseapps/imagesorcery-mcp", + "is_in_organization": true, + "pushed_at": "2025-09-23T21:24:06Z" + }, + { + "id": "edcc494d-9f35-47be-8f64-148e3a21dbc8", + "name": "azure-ai-foundry/mcp-foundry", + "display_name": "Azure AI Foundry", + "description": "An experimental MCP server implementation for Azure AI Foundry that exposes unified tools for models, knowledge, evaluation and deployment.", + "url": "https://github.com/azure-ai-foundry/mcp-foundry", + "created_at": "2025-09-09T10:55:22.907291Z", + "updated_at": "2025-08-01T15:59:25Z", + "stargazer_count": 214, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/202016865?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "952560918", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/df5b1e8db8b381ec9eb103bfa32314dfed17ebab6bdbb7ec6554fd21321ad1fa/azure-ai-foundry/mcp-foundry", + "uses_custom_opengraph_image": false, + "name_with_owner": "azure-ai-foundry/mcp-foundry", + "is_in_organization": true, + "pushed_at": "2025-08-01T15:59:25Z" + }, + { + "id": "08afd42e-5082-4f1f-b025-1fdcee7a1be1", + "name": "dynatrace-oss/dynatrace-mcp", + "display_name": "Dynatrace", + "description": "Manage and interact with the Dynatrace Platform for real-time observability and monitoring.", + "url": "https://github.com/dynatrace-oss/dynatrace-mcp", + "created_at": "2025-09-09T10:55:22.908413Z", + "updated_at": "2025-10-24T14:20:21Z", + "stargazer_count": 166, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/58178984?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "971357826", + "license": "MIT License", + "topics": [ + "claude", + "cline", + "dynatrace", + "mcp", + "monitoring", + "observability", + "copilot" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/5e15888595283620b66d423162797895cb759b3a683cd3ba92348fcd03e5cc9a/dynatrace-oss/dynatrace-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "dynatrace-oss/dynatrace-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-24T14:20:21Z" + }, + { + "id": "63b1980f-487d-4ad6-8242-f54ad3b3181c", + "name": "doist/todoist-ai", + "display_name": "Todoist", + "description": "A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf.", + "url": "https://github.com/Doist/todoist-ai", + "created_at": "2025-09-09T10:55:22.907061Z", + "updated_at": "2025-10-26T12:28:57Z", + "stargazer_count": 150, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/2565372?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "987716578", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/244266fca51deaadc961a206c21707e9ae2985f3d8e9fc889d45ba3aad78b8f3/Doist/todoist-ai", + "uses_custom_opengraph_image": false, + "name_with_owner": "Doist/todoist-ai", + "is_in_organization": true, + "pushed_at": "2025-10-26T12:28:57Z" + }, + { + "id": "89ee8051-ae2e-49b6-8372-d9d8f5133d9c", + "name": "pydantic/logfire-mcp", + "display_name": "Logfire", + "description": "Provides access to OpenTelemetry traces and metrics through Logfire.", + "url": "https://github.com/pydantic/logfire-mcp", + "created_at": "2025-09-09T10:55:22.909183Z", + "updated_at": "2025-09-24T22:55:15Z", + "stargazer_count": 119, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/110818415?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "943883428", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/ab282bbe171d1d883ab8dad7e9667f1598e7b07bf6185c0a2f9dd406553ae319/pydantic/logfire-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "pydantic/logfire-mcp", + "is_in_organization": true, + "pushed_at": "2025-09-24T22:55:15Z" + }, + { + "id": "1094d85c-b89b-4a7b-a4da-74718f67d839", + "name": "evalstate/hf-mcp-server", + "display_name": "Hugging Face", + "description": "Access Hugging Face models, datasets, Spaces, papers, collections via MCP.", + "url": "https://github.com/evalstate/hf-mcp-server", + "created_at": "2025-08-20T00:00:00Z", + "updated_at": "2025-10-26T16:47:10Z", + "stargazer_count": 115, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/25720743?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "978636614", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/490878b6ad15e71d293fafff6f0e953dcde0fdfb8946f8445c537fd81ef2705d/huggingface/hf-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "huggingface/hf-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-26T16:47:10Z" + }, + { + "id": "52720d16-d942-4f99-8599-3af03cb1b4a0", + "name": "azure/aks-mcp", + "display_name": "Azure Kubernetes Service", + "description": "Interact with Azure Kubernetes Service (AKS) from MCP clients.", + "url": "https://github.com/Azure/aks-mcp", + "created_at": "2025-09-09T10:55:22.910285Z", + "updated_at": "2025-10-25T15:40:57Z", + "stargazer_count": 98, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6844498?v=4", + "primary_language": "Go", + "primary_language_color": "#00ADD8", + "repo_id": "972374392", + "license": "MIT License", + "topics": ["kubernetes", "mcp-server", "model-context-protocol"], + "opengraph_image_url": "https://opengraph.githubassets.com/ed9c56fa60f69618e5f22bdf9dad85c8dd9826513e7b8ecbca68e2ca3ac33be3/Azure/aks-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "Azure/aks-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-25T15:40:57Z" + }, + { + "id": "25e48e8a-aa2c-47e2-929d-552e9ae6da3e", + "name": "octopusdeploy/mcp-server", + "display_name": "Octopus Deploy", + "description": "Deliver software to Kubernetes, multi-cloud, on-prem infrastructure, and anywhere else", + "url": "https://github.com/OctopusDeploy/mcp-server", + "created_at": "2025-09-09T10:55:22.907061Z", + "updated_at": "2025-10-02T01:17:11Z", + "stargazer_count": 88, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/1287123?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "1052444987", + "license": "Mozilla Public License 2.0", + "topics": ["devops", "mcp", "mcp-server"], + "opengraph_image_url": "https://opengraph.githubassets.com/6dc8689558b6d1883dbf0f1fc041c7f3a604f0ef1ecbdb5dbb0603f3179e11af/OctopusDeploy/mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "OctopusDeploy/mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-02T01:17:11Z" + }, + { + "id": "d74444a2-c698-42ee-856c-03da0d434343", + "name": "webflow/mcp-server", + "display_name": "Webflow", + "description": "Enable AI agents to interact with Webflow APIs.", + "url": "https://github.com/webflow/mcp-server", + "created_at": "2025-08-22T00:00:00Z", + "updated_at": "2025-10-24T21:31:06Z", + "stargazer_count": 84, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/1229663?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "950272413", + "license": "MIT License", + "topics": [ + "built-with-fern", + "generated-from-openapi", + "mcp-server", + "model-context-protocol", + "business-critical-yes" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/7b4eb720b5973714a91eba1350636470d5f280268f2804bb3d001fbc9f2cfa5e/webflow/mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "webflow/mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-24T21:31:06Z" + }, + { + "id": "40516270-789a-bcde-f012-345678901234", + "name": "postmanlabs/postman-mcp-server", + "display_name": "Postman", + "description": "Postman's MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman. Use natural language to prompt AI to automate work across your Postman collections, environments, workspaces, and more.", + "url": "https://github.com/postmanlabs/postman-mcp-server", + "created_at": "2025-08-20T00:00:00Z", + "updated_at": "2025-09-30T15:53:33Z", + "stargazer_count": 75, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/10251060?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "999484455", + "license": "Apache License 2.0", + "topics": ["ai", "mcp", "mcp-server", "postman"], + "opengraph_image_url": "https://repository-images.githubusercontent.com/999484455/b63a63e7-34cb-4a38-a793-37e1f976b96b", + "uses_custom_opengraph_image": true, + "name_with_owner": "postmanlabs/postman-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-09-30T15:53:33Z" + }, + { + "id": "6d7e06b1-7e1c-4ffc-a5f2-e77aeb2aa471", + "name": "microsoft/fabric-rti-mcp", + "display_name": "Fabric Real-Time Intelligence", + "description": "Query Eventhouse/ADX with KQL and manage Eventstreams.", + "url": "https://github.com/microsoft/fabric-rti-mcp", + "created_at": "2025-09-09T10:55:22.912213Z", + "updated_at": "2025-10-20T19:37:35Z", + "stargazer_count": 65, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "992876953", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/57d6404db0d900399dfe94b359976c8784027c7fc36adcd38aed64e0f47a92ae/microsoft/fabric-rti-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "microsoft/fabric-rti-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-20T19:37:35Z" + }, + { + "id": "28c650c6-5e61-4ab7-9eb2-505be6350476", + "name": "atlassian/atlassian-mcp-server", + "display_name": "Atlassian", + "description": "Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.", + "url": "https://github.com/atlassian/atlassian-mcp-server", + "created_at": "2025-09-09T10:55:22.909438Z", + "updated_at": "2025-10-07T17:55:34Z", + "stargazer_count": 60, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/168166?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1030580992", + "license": "Apache License 2.0", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/8a21cac3b92da5708a775603c2182a62997cb71f286fbf5cfe904a5b3ca584ba/atlassian/atlassian-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "atlassian/atlassian-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-07T17:55:34Z" + }, + { + "id": "59072bd2-da6e-4160-813d-33cdf0b1dbe1", + "name": "codacy/codacy-mcp-server", + "display_name": "Codacy", + "description": "MCP Server for the Codacy API, enabling access to repositories, files, quality, coverage, security and more.", + "url": "https://github.com/codacy/codacy-mcp-server", + "created_at": "2025-08-22T00:00:00Z", + "updated_at": "2025-10-01T10:35:27Z", + "stargazer_count": 53, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/1834093?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "954645052", + "license": "Other", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/7877ea69ed81fc7825488e1f585809e6b5c41f771c53202b571c86384b45bc8b/codacy/codacy-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "codacy/codacy-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-01T10:35:27Z" + }, + { + "id": "782c24a9-e88c-4ee7-8f17-e073dc9c71a6", + "name": "microsoft/clarity-mcp-server", + "display_name": "Clarity", + "description": "Fetch Clarity analytics via MCP clients.", + "url": "https://github.com/microsoft/clarity-mcp-server", + "created_at": "2025-09-09T10:55:22.907284Z", + "updated_at": "2025-08-05T09:33:14Z", + "stargazer_count": 48, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "967081230", + "license": "MIT License", + "topics": ["mcp", "analytics"], + "opengraph_image_url": "https://opengraph.githubassets.com/fdb0b6c5105751ed49cadb98eda3d2b81ac4f6caff9203fb1eda0ff02c15bdf8/microsoft/clarity-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "microsoft/clarity-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-08-05T09:33:14Z" + }, + { + "id": "8e68c99d-b438-46c2-94d5-dbdef09ff5a4", + "name": "cognitionai/deepwiki", + "display_name": "DeepWiki", + "description": "Devin-generated docs for any public repo", + "url": "https://github.com/CognitionAI/deepwiki", + "created_at": "2025-08-22T00:00:00Z", + "updated_at": "2025-05-22T22:54:47Z", + "stargazer_count": 44, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/163493330?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "975725354", + "license": null, + "topics": [ + "ai", + "deepwiki", + "docs", + "documentation", + "llm", + "readthedocs", + "wiki" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/50c5beed53a01900690830391db3695704dc687d64bd9e8c758c5b4adacd30e6/CognitionAI/deepwiki", + "uses_custom_opengraph_image": false, + "name_with_owner": "CognitionAI/deepwiki", + "is_in_organization": true, + "pushed_at": "2025-05-22T22:54:47Z" + }, + { + "id": "8c547bb6-b10f-4147-b29b-5ff2bf49d80a", + "name": "pagerduty/pagerduty-mcp-server", + "display_name": "PagerDuty", + "description": "PagerDuty's official MCP server which provides tools to interact with your PagerDuty account.", + "url": "https://github.com/PagerDuty/pagerduty-mcp-server", + "created_at": "2025-09-09T10:55:22.909438Z", + "updated_at": "2025-10-24T20:16:19Z", + "stargazer_count": 32, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/766800?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "997355758", + "license": "Apache License 2.0", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/d752c91c4aa29a2313326f7a53b62f25438d1588a2985398883f42ef088fe0d4/PagerDuty/pagerduty-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "PagerDuty/pagerduty-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-24T20:16:19Z" + }, + { + "id": "26cb5bb7-a100-4f25-9a92-086ba4037345", + "name": "figma/mcp-server-guide", + "display_name": "Figma", + "description": "Bring in Figma context to generate better code, and turn ideas into production apps.", + "url": "https://github.com/figma/mcp-server-guide", + "created_at": "2025-09-09T10:55:22.910285Z", + "updated_at": "2025-10-23T19:33:17Z", + "stargazer_count": 30, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/5155369?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1032420465", + "license": null, + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/356f2140b9e2e902eb8831ab415b2d25826f326481d9e1c12acc0a54812aed29/figma/mcp-server-guide", + "uses_custom_opengraph_image": false, + "name_with_owner": "figma/mcp-server-guide", + "is_in_organization": true, + "pushed_at": "2025-10-23T19:33:17Z" + }, + { + "id": "8eed6a56-c0e8-438a-854f-c0a6b7846efc", + "name": "amplitude/mcp-server-guide", + "display_name": "Amplitude", + "description": "Search, access, and get insights on your Amplitude data", + "url": "https://github.com/amplitude/mcp-server-guide", + "created_at": "2025-09-09T10:55:22.907116Z", + "updated_at": "2025-10-24T01:20:50Z", + "stargazer_count": 20, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/2291562?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1082210087", + "license": null, + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/0e88230f411e25970c90be758412cfe9873ecc5e889a3c2fe5f9d9c5d98a7c81/amplitude/mcp-server-guide", + "uses_custom_opengraph_image": false, + "name_with_owner": "amplitude/mcp-server-guide", + "is_in_organization": true, + "pushed_at": "2025-10-24T01:20:50Z" + }, + { + "id": "738495a0-abcd-ef01-2345-6789012345ab", + "name": "launchdarkly/mcp-server", + "display_name": "Launchdarkly", + "description": "Official LaunchDarkly MCP Server for feature flag management and experimentation. Enables AI agents to interact with LaunchDarkly APIs for managing feature flags, AI configs, targeting rules, and gradual rollouts across multiple environments.", + "url": "https://github.com/launchdarkly/mcp-server", + "created_at": "2025-08-20T00:00:00Z", + "updated_at": "2025-10-26T00:12:50Z", + "stargazer_count": 16, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/8039656?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "988584242", + "license": "MIT License", + "topics": [ + "launchdarkly-ai", + "launchdarkly-integration", + "managed-by-terraform", + "mcp" + ], + "opengraph_image_url": "https://opengraph.githubassets.com/3e9016a7cd695f026eb70b718cb34fbc25073e74b846f06a375bd04def266f17/launchdarkly/mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "launchdarkly/mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-26T00:12:50Z" + }, + { + "id": "fcff62a6-315b-446b-9e2a-93ee48f7c4b4", + "name": "microsoft/devbox-mcp-server", + "display_name": "Dev Box", + "description": "This server enables natural language interactions for developer-focused operations like managing Dev Boxes, configurations, and pools.", + "url": "https://github.com/microsoft/devbox-mcp-server", + "created_at": "2025-08-22T00:00:00Z", + "updated_at": "2025-09-13T00:12:29Z", + "stargazer_count": 9, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6154722?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1055865148", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/2f9ad64939383ead2daaaea85c346a32a9915f47eebb1ddf09b5316453f87466/microsoft/devbox-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "microsoft/devbox-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-09-13T00:12:29Z" + }, + { + "id": "3dd1afd0-fdc3-4a64-b33c-38bf2b8a358a", + "name": "axiomhq/mcp", + "display_name": "Axiom", + "description": "List datasets, schemas, run APL queries, and use prompts for exploration, anomalies, and monitoring.", + "url": "https://github.com/axiomhq/mcp", + "created_at": "2025-10-01T13:57:53Z", + "updated_at": "2025-10-24T19:42:41Z", + "stargazer_count": 6, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/21122348?v=4", + "primary_language": "TypeScript", + "primary_language_color": "#3178c6", + "repo_id": "", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/348c54c31285c2a6625ffb21a10c2f6f01022f7b3d19b44402a6a9701097b2ab/axiomhq/mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "axiomhq/mcp", + "is_in_organization": true, + "pushed_at": "2025-10-24T19:42:41Z" + }, + { + "id": "97f27752-fea7-4f08-b814-88a48dfcd4e2", + "name": "zapier/zapier-mcp", + "display_name": "Zapier", + "description": "Zapier MCP is a remote MCP server that gives your AI direct access to 8,000+ apps and 30,000+ actions—no complex API integrations required.", + "url": "https://github.com/zapier/zapier-mcp", + "created_at": "2025-09-09T10:55:22.907123Z", + "updated_at": "2025-09-11T16:44:54Z", + "stargazer_count": 5, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/1261889?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1054982602", + "license": null, + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/b0697ad6208c514e6bbf1c0f8381ae003ac2f418cae9965ab40b930018796038/zapier/zapier-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "zapier/zapier-mcp", + "is_in_organization": true, + "pushed_at": "2025-09-11T16:44:54Z" + }, + { + "id": "9685a114-eace-4a4b-ae82-9e963af5cbb2", + "name": "intercom/intercom-mcp-server", + "display_name": "Intercom", + "description": "Enable AI agents to securely access and interact with your Intercom data whenever helpful.", + "url": "https://github.com/intercom/intercom-mcp-server", + "created_at": "2025-09-09T10:55:22.907061Z", + "updated_at": "2025-09-22T15:10:21Z", + "stargazer_count": 3, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/6585?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1061918854", + "license": null, + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/d690bc20624ac4fbfff05b7a3b319257c088067d51fd186ea642dc88dbb2ec82/intercom/intercom-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "intercom/intercom-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-09-22T15:10:21Z" + }, + { + "id": "79dd45f0-3ae2-49ee-b0d4-a278477e9088", + "name": "jfrog/jfrog-mcp-server", + "display_name": "JFrog", + "description": "JFrog MCP Server: providing your agents with direct access to JFrog Platform services.", + "url": "https://github.com/jfrog/jfrog-mcp-server", + "created_at": "2025-09-09T10:55:22.908927Z", + "updated_at": "2025-10-26T12:17:35Z", + "stargazer_count": 2, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/499942?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1052771163", + "license": null, + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/a3dacf503b1c401c8da5017b6a5ab635abc92d8ae825fc8e903fc387a65b82ce/jfrog/jfrog-mcp-server", + "uses_custom_opengraph_image": false, + "name_with_owner": "jfrog/jfrog-mcp-server", + "is_in_organization": true, + "pushed_at": "2025-10-26T12:17:35Z" + }, + { + "id": "e0f7c41e-fa98-4d1e-a5ff-b63df7e0de5e", + "name": "stackhawk/stackhawk-mcp", + "display_name": "StackHawk", + "description": "An MCP server that provides interaction with StackHawk's security scanning platform.", + "url": "https://github.com/stackhawk/stackhawk-mcp", + "created_at": "2025-09-09T10:55:22.907061Z", + "updated_at": "2025-10-23T20:01:39Z", + "stargazer_count": 1, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/53230463?v=4", + "primary_language": "Python", + "primary_language_color": "#3572A5", + "repo_id": "1012094319", + "license": "Other", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/d3cfdd7e72b01f7b3dbffd5d5ca5abe5767976a37f71072d55894bf7c9ee04c0/stackhawk/stackhawk-mcp", + "uses_custom_opengraph_image": false, + "name_with_owner": "stackhawk/stackhawk-mcp", + "is_in_organization": true, + "pushed_at": "2025-10-23T20:01:39Z" + }, + { + "id": "46bcb36f-ede9-412e-8181-7c7ece41fa04", + "name": "box/mcp-server-box-remote", + "display_name": "Box", + "description": "Securely connect AI agents to your enterprise content in Box", + "url": "https://github.com/box/mcp-server-box-remote", + "created_at": "2025-05-16T18:57:46Z", + "updated_at": "2025-09-20T03:58:32Z", + "stargazer_count": 0, + "owner_avatar_url": "https://avatars.githubusercontent.com/u/23900?v=4", + "primary_language": null, + "primary_language_color": null, + "repo_id": "1059738956", + "license": "MIT License", + "topics": [], + "opengraph_image_url": "https://opengraph.githubassets.com/ca14e2ddd402635c7b5498cda581de3c418a326450a527f2776eb946c0384522/box/mcp-server-box-remote", + "uses_custom_opengraph_image": false, + "name_with_owner": "box/mcp-server-box-remote", + "is_in_organization": true, + "pushed_at": "2025-09-20T03:58:32Z" + } + ], + "metadata": { + "count": 48, + "total": 48 + } + } + } + }, + "title": "MCP Registry", + "appPayload": null, + "meta": { + "title": "MCP Registry" + } +} diff --git a/eng/update-readme.js b/eng/update-readme.js index 1ab0896..2e6a98f 100755 --- a/eng/update-readme.js +++ b/eng/update-readme.js @@ -21,6 +21,28 @@ const { INSTRUCTIONS_DIR, } = require("./constants"); +// Cache of MCP registry server names (lower-cased) loaded from github-mcp-registry.json +let MCP_REGISTRY_SET = null; +function loadMcpRegistryNames() { + if (MCP_REGISTRY_SET) return MCP_REGISTRY_SET; + try { + const registryPath = path.join(__dirname, "github-mcp-registry.json"); + if (!fs.existsSync(registryPath)) { + MCP_REGISTRY_SET = new Set(); + return MCP_REGISTRY_SET; + } + const raw = fs.readFileSync(registryPath, "utf8"); + const json = JSON.parse(raw); + const servers = json?.payload?.mcpRegistryRoute?.serversData?.servers || []; + const names = servers.map((s) => s.display_name).filter(Boolean); + MCP_REGISTRY_SET = new Set(names.map((n) => n.toLowerCase())); + } catch (e) { + console.warn(`Failed to load MCP registry: ${e.message}`); + MCP_REGISTRY_SET = new Set(); + } + return MCP_REGISTRY_SET; +} + // Add error handling utility /** * Safe file operation wrapper @@ -327,8 +349,11 @@ function generateMcpServerLinks(servers) { }, ]; + const registryNames = loadMcpRegistryNames(); + return servers - .map((serverName) => { + .map((rawName) => { + const serverName = String(rawName).trim(); const registryUrl = `https://github.com/mcp/${serverName}/mcp-server`; const badgeUrls = badges .map( @@ -336,7 +361,11 @@ function generateMcpServerLinks(servers) { `[![Install MCP](${badge.url})](${badge.badgeUrl(serverName)})` ) .join("
"); - return `[${serverName}](${registryUrl})
${badgeUrls}`; + const hasRegistryEntry = registryNames.has(serverName.toLowerCase()); + const serverLabel = hasRegistryEntry + ? `[${serverName}](${registryUrl})` + : serverName; // Plain text if not in registry + return `${serverLabel}
${badgeUrls}`; }) .join("
"); }