Ranking · Coding
Best AI agents & tools for Coding
2,453 tools cover at least one of the 12 coding tasks, ranked by coverage score: how much of the theme's tasks each one covers.
Tasks in this theme:Automate CI/CD pipelinesBuild a websiteBuild an internal toolFix bugs in a codebaseGenerate unit testsIntegrate two APIsMigrate a codebase to a new frameworkMonitor production incidentsReview pull requestsScan code for vulnerabilitiesWrite code from a specificationWrite technical documentation
| # | Tool | Coverage score | Tasks covered | Best at | Access | Trust | Seen |
|---|---|---|---|---|---|---|---|
| 2001 | GodPrompt MCP ServerMCP GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2002 | Container Host AIopsMCP Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2003 | Google Apps Script MCPMCP MCP server for the Google Apps Script API: projects, code, versions, deployments and executions. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2004 | AI GuardianMCP Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2005 | Observability AIopsMCP Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2006 | k8s AIopsMCP Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2007 | mcpMCP Create Elaan notification types, templates and brands, trigger sends, and debug delivery. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2008 | CloudPepperMCP Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2009 | Control PlaneMCP Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP, Azure, and more. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2010 | AgentPingMCP Production observability for AI agents: search runs, read evaluations, acknowledge incidents. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2011 | Appcircle MCPMCP MCP server for Appcircle mobile CI/CD platform. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2012 | ARBITERMCP Decision arbitration, action routing, workflow control, deployment remediation, persistent memory. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2013 | DockholdMCP Deploy your project to a live HTTPS URL from your AI tool; read logs, set variables, resize apps. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2014 | agenthostMCP Agent-first web hosting: deploy sites, apps, databases and domains over MCP. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2015 | YekuMCP deploy the software your AI builds you | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2016 | OpenClaw DirectMCP Deploy, monitor, and manage your OpenClaw AI assistants via natural language. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2017 | TidesmanMCP A free native MCP server for running and debugging Linux containers with Apple's container tool. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2018 | PreviewDropMCP Deploy any Git branch to a live HTTPS preview URL from your agent. No Dockerfile required. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2019 | OmniDebugLinkMCP remote debug iOS/Android/Unity/Godot/Flutter/RN/Web on real-device.ui-tree/screenshots/taps,tests. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2020 | FiskmasMCP Hosting for AI agents: your AI client deploys Docker apps to live HTTPS URLs over MCP. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2021 | HeystackMCP Observability for AI apps: investigate traces, logs, LLM usage, replays and crashes; manage alerts. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2022 | harvis.devMCP Deploy static sites from AI agents: deploy_site publishes files and returns a live URL in seconds. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2023 | HomespunMCP Deploy a multi-user web app from your agent: hosting, auth, database, and permissions. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2024 | GenHTTP LambdaMCP Write, deploy and host small C# web services and sites at a public address. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2025 | LaunchFlagMCP Feature flags and kill switches. Turn a shipped feature off in production without a deploy. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2026 | mcp-serverMCP Pre-deploy ship gate AI agents call before shipping. Also audits the agent's own MCP config. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2027 | Busymate DevToolsMCP Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends — 304 MCP tools. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2028 | Agentic PipelineMCP Agent-native CI/CD: follow a push to live deploy, diagnose failing stages, prove fixes, rerun. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2029 | Zoxron MCPMCP Your AI agent deploys, migrates & upgrades self-hosted Odoo ERP on a server you own. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2030 | xhostMCP Agent-first hosting: create apps, commit code, deploy, get HTTPS URLs. OAuth sign-in, no tokens. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2031 | vercel-mcpMCP An MCP server for Vercel | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2032 | The DeployerMCP Check if a repo will deploy, plan a deploy to your own cloud, and see status, logs and redeploys. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2033 | Softkiln DeployMCP Host apps built with AI: deploy to a live HTTPS URL, custom domains, secrets and backups. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2034 | SpanlyMCP MCP observability. Query live traffic, errors, duration, and alerts from your AI agent. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2035 | ynab-mcp-serverMCP Hosted remote MCP server for YNAB on Cloudflare Workers with OAuth | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2036 | smplkit MCP ServerMCP Operate smplkit from your agent: feature flags, config, logging, audit, and scheduled jobs. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2037 | Qovery MCP ServerMCP Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natural language. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2038 | langfuseMCP MCP server for Langfuse LLM observability — trace and observation analysis. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2039 | vercelMCP MCP server for Vercel — manage deployments and view build and runtime application logs. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2040 | hatchboxMCP MCP server for Hatchbox Rails hosting — env var inspection, deploys, and process monitoring. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2041 | fly-ioMCP MCP server for managing Fly.io machines, apps, logs, and Docker images. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2042 | Provision StackMCP Outcome-based infrastructure for agents — verified AWS deployments, metered billing | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2043 | OmnaraMCP Deploy durable AI agents with Omnara, an open-source managed-agent platform. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2044 | nyxoryMCP Agent-to-agent cloud service: deploys and runs your apps and services — domains, logs, real status. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2045 | New Relic MCP ServerMCP Access New Relic observability data through MCP - query metrics, logs, traces, entities, and more | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2046 | mcp-ai-tooling-detectorMCP Detect whether a company declares, deploys, or charges for AI, with evidence. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2047 | InsideOut (Riley)MCP Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2048 | KrososMCP Your accounting ledger as typed tools: net worth, holdings, history, tax estimates, trade logging. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2049 | InstaPodsMCP Deploy and manage web apps on InstaPods: create pods, push files, run commands, read logs. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2050 | i3deployMCP Deploy & release tracking with native MCP — ask Claude what's in production and cut the release. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.