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  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server for local AGY worker runtime, enabling controlled task execution with permission checks, evidence collection, and status tracking for build, browser, and image workflows.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to inspect Google Play releases, reviews, Android vitals, and scoped bulk reports, and to prepare explicitly authorized changes using locally supplied service-account credentials. Reads are default, while optional writes and sensitive reads require explicit configuration and single-use execution.
    4
    13
    62 PyPI
    AGPL 3.0
  • F
    license
    A
    quality
    F
    maintenance
    Enables AI assistants to set up, run, and manage Ballerina + Salesforce integrations inside a WSO2 Integrator workspace, providing 18 tools for OAuth2 token acquisition, project scaffolding, building, deploying, and stopping the integration service.
    18
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI coding agents to deploy and manage full multi-service applications on Constructor from a single request, covering image builds, service configuration, start/stop lifecycle, logs, and file syncing on research desks. It handles browser-based sign-in and token renewal automatically so agents can inspect deployments and report results without manual setup.
    14
    829 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote VPS, enabling Claude to take read-then-write-with-confirmation infrastructure actions over SSH with a service allowlist and audit-trail-friendly responses.
    8
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables MCP-compatible AI agents to deploy and manage applications on Google Cloud Run, including service deployment, listing, logging, and project creation.
    8
    11 npm
    Apache 2.0
  • A
    license
    A
    quality
    D
    maintenance
    Provides secure access to containerized build environments for software projects, enabling AI assistants to execute builds, run tests, manage git operations, and inspect build artifacts without requiring local installation of dependencies.
    6
    MIT
  • F
    license
    B
    quality
    F
    maintenance
    Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline management, service logs analysis, metrics querying, monitor and SLO management, service definitions retrieval, and team management through Claude and other MCP clients.
    13
    20
    -
  • A
    license
    B
    quality
    B
    maintenance
    It enables AI agents and CI to run profile-driven SOAP/REST service tests with automatic login/session handling, test-customer locking, masked transaction-log/HAR catalog import, and cross-environment scenario execution.
    17
    MIT
  • A
    license
    B
    quality
    F
    maintenance
    AI-native control plane for Kubernetes and GitOps. Provides 30+ tools for service deployment, database provisioning, and log management via natural language.
    1
    1
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables interacting with Adios workspaces, previews, builds, logs, and deployments from MCP clients. Hosted service at Adios, no local deployment needed.
    65
    7 npm
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Gives AI assistants read access to MDRN's workspaces, projects, products, builds, releases, deployments and logs, plus safe write actions such as deploying a connected repository, rolling back, toggling products and managing service variables and services.
    21 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables remote interaction with the App Store Connect API via a stateless Cloudflare Worker, supporting app, build, beta group, review, and sales report management with bring-your-own-key authentication.
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI assistants to manage work items, repos, pull requests, pipelines, boards, wikis, and test plans through Model Context Protocol tools, resources, and prompts, supporting PAT, OAuth, Managed Identity, and Service Principal authentication.
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables MCP clients to run deterministic, read-only local repository audits for risky GitHub workflows, undocumented environment variables, possible credentials, and conflicting dependency configuration, returning structured findings without sending source code to a service.
    63 npm
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Celery distributed task queues through MCP tools. Supports task management, monitoring worker statistics, and controlling asynchronous job execution through natural language.
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A thin TypeScript MCP server that exposes engineering tools (Bitbucket, Jira, Confluence, ArgoCD) to MCP-compatible editors via a single API key per developer, delegating all service interactions to an internal backend.
    402 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to perform zero-downtime SSH deployments, atomic rollbacks, health-checked auto-rollback, service restarts, log inspection, and audit logging through MCP tools.
    421 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Provides evidence-oriented MCP service for cryptographically identified agents, bounded public contracts, privacy-preserving records, and append-only audit.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Exposes the App Store Connect API as MCP tools for reading team accounts, apps, builds, groups and signing assets, and for creating bundle IDs, certificates and provisioning profiles or uploading builds. Write calls are gated on owner approval and the server runs as a host-side service with the API key kept outside the agent's reach.
    AGPL 3.0