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maintenanceMCP server for microservices.sh that enables planning, inspecting, composing, validating, and deploying microservices modules and templates with preview deployments.
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MIT
CI/CD & DevOps
Continuous Integration and Continuous Deployment tools and workflows. Enables automation of software delivery pipelines, build processes, testing, and deployment operations.
MCP ServersBrowse all →
- AlicenseAqualityAmaintenanceA trust-first repository copilot to audit signed commit provenance, preview editor configuration safety, and manage Git hook rollouts.Last updated494Apache 2.0
- AlicenseBqualityAmaintenanceAgentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.Last updated64Apache 2.0
- AlicenseAqualityCmaintenanceThis MCP server lets you use Cursor IDE, or any MCP Client enabled agent, to use natural language to accomplish things with CircleCI, e.g: Find the latest failed pipeline on my branch and get logsLast updated1630,48386Apache 2.0
- AlicenseAqualityBmaintenanceEnables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.Last updated82,711621Apache 2.0
- AlicenseAqualityBmaintenanceLocal MCP runtime that gives persistent cross-session memory to 12 AI coding agents (Claude Code, Cursor, Codex, Gemini CLI, Windsurf, Amp, and more). SQLite-backed state survives context resets. Install: npm install -g @egchq/egcLast updated21710331MIT
Tembo MCP Serverofficial
AlicenseBqualityDmaintenanceEnables interaction with the Tembo API to manage organization tasks and view enabled code repositories. Users can create, search, and list tasks or retrieve account information directly through MCP-compatible clients.Last updated521MIT- AlicenseAqualityDmaintenanceEnables AI assistants to manage CData Sync operations, including data synchronization jobs, connections, and ETL processes through stdio or HTTP transports. It provides tools for executing jobs, monitoring real-time progress via Server-Sent Events, and handling comprehensive workspace configurations.Last updated244MIT
- AlicenseAqualityBmaintenanceCompacts noisy test, build, and cloud-log output before an AI agent reads it — dedupes repeats, collapses stack frames, folds Playwright retries, and renders CloudWatch/GCP JSON logs down to the signal. Typically 80–95% fewer tokens on failures. Tool: compact_output. Run: npx -y logslim logslim-mcpLast updated41265MIT
delimitofficial
AlicenseBqualityAmaintenanceOne workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.Last updated1002,05921MIT
LocalStack MCP Serverofficial
AlicenseAqualityCmaintenanceA Model Context Protocol (MCP) server for LocalStack that enables management of local AWS development environments, including container lifecycle operations, infrastructure deployments, log analysis with IAM policy generation, chaos injection, and Cloud Pods state management.Last updated792524Apache 2.0
Sauce Labs MCP Serverofficial
AlicenseAqualityAmaintenanceEnables AI assistants to interact with Sauce Labs testing platform through natural language, providing access to device cloud management, test job analysis, build monitoring, and testing infrastructure insights. Supports both Virtual Device Cloud (VDC) and Real Device Cloud (RDC) with comprehensive test analytics and team collaboration features.Last updated3410Apache 2.0- AlicenseAqualityAmaintenanceEnables AI assistants to inspect, query, and diagnose problems within Octopus Deploy instances. Provides read-only access to deployments, releases, projects, environments, and other DevOps resources to transform AI into your ultimate DevOps wingmate.Last updated301,26298Mozilla Public 2.0
- AlicenseBqualityAmaintenanceEnables AI assistants to interact with Alibaba Cloud Yunxiao DevOps platform for managing projects, code repositories, work items, pipelines, deployments, and testing workflows through comprehensive organization, development, and delivery tools.Last updated724,364130Apache 2.0
imperal-mcpofficial
AlicenseAqualityBmaintenanceEnables LLMs to build, validate, smoke test, and deploy Imperal apps using a declarative IR format directly from the editor.Last updated6Apache 2.0
astro-airflow-mcpofficial
AlicenseAqualityFmaintenanceAn MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.Last updated3112Apache 2.0
Varity MCP Serverofficial
AlicenseAqualityCmaintenanceEnables AI coding tools to scaffold, build, and deploy Node.js or Python apps to Varity with a single command, automatically provisioning databases and backend services.Last updated185011MIT
Mooringofficial
AlicenseBqualityCmaintenanceGit and GitHub operations — repo status, diffs, branches, stashes, PRs, issues, and Actions from MCP.Last updatedMIT
stepsecurity-mcpofficial
AlicenseAqualityCmaintenanceMCP server for the StepSecurity platform that enables investigating supply-chain and CI/CD security issues through natural language.Last updated30123Apache 2.0- AlicenseAqualityCmaintenanceDevelopers are constantly feeding context files to AI tools like Cursor, Windsurf, Copilot Workspace, and Claude Code. If your agent doesn't understand your real database schema, it writes code that fails in production. LintBase acts as the bridge. It connects directly to your database, reads the ground truth of your live documents, and generates structured context optimized for AI. 🤖 Stops AILast updated31MIT
pinnedai-mcpofficial
AlicenseAqualityAmaintenanceStops your AI from re-introducing bugs, leaking provider keys, or weakening tests. Bug fixes become permanent regression guards; blocked mistakes become AI lessons the agent reads and learns from before its next edit.Last updated62Apache 2.0
cueapi-mcpofficial
AlicenseAqualityCmaintenanceOfficial MCP server for CueAPI. Schedule agent work on a cron, report write-once outcomes with evidence, and gate handoffs with verification from any MCP host.Last updated81592MIT- AlicenseAqualityDmaintenanceEnables management of Railway.app infrastructure through natural language, including deploying services, managing environment variables, monitoring deployments, and controlling project resources.Last updated3688MIT
- AlicenseAqualityBmaintenanceEnables AI agents to discover Azure DevOps repositories, manage pull requests, and interact with PR comments and reviews via the Model Context Protocol.Last updated451MIT
- AlicenseBqualityBmaintenanceMCP server with 58 tools for Bitbucket API operations. Manage repositories, pull requests, pipelines, branches, commits, deployments, webhooks, and more.Last updated582MIT
- MIT
- AlicenseBqualityCmaintenanceA server that enables fetching and filtering SonarCloud issues related to pull requests, making it easier to identify and fix code quality problems.Last updated24AGPL 3.0
- AlicenseAqualityAmaintenanceScan codebases for LLM API calls and estimate monthly costs. Compare costs between git refs to catch cost regressions during code review.Last updated24MIT
- AlicenseBqualityDmaintenanceEnables AI assistants to interact with Jenkins CI/CD servers, including checking build status, triggering builds, and retrieving build logs.Last updated8MIT
- AlicenseAqualityCmaintenanceAn MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.Last updated144AGPL 3.0
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Detect breaking changes, generate changelogs, diff, and validate OpenAPI specs.
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Cloudflare Workers MCP server: ai-changelog-writer
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An MCP server that let you interact with Cycloid.io Internal Development Portal and Platform
Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.
AppDeploy turns app ideas described in AI chat into live full-stack web applications
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
Vibe deployment for nodecel — deploy, roll back, diagnose, and manage apps and domains from chat.
Identify a configuration label for a release brief