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 |
|---|---|---|---|---|---|---|---|
| 2051 | HatchableMCP Build, deploy, and host full-stack web apps from any MCP client. DB, auth, storage, cron included. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2052 | hdplyMCP Publish a single HTML file as a live HTTPS site in seconds. Versioned deploys, no delete tool. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2053 | Google Cloud RunMCP Deploy applications to Cloud Run | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2054 | mcpMCP Provides read access to your GKE and Kubernetes resources. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2055 | GenMBMCP List, read, edit, and deploy your GenMB AI-generated apps from any MCP client. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2056 | serverMCP Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and infra, to any cloud. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2057 | Deploy to AgentsMCP Audit agent-distribution surfaces and create an evidence-based distribution plan. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2058 | CPZAIMCP Build, backtest, and deploy quantitative trading strategies from your AI agent. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2059 | nodecelMCP Vibe deployment for nodecel — deploy, roll back, diagnose, and manage apps and domains from chat. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2060 | ComputeSage StackBenchMCP GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2061 | ChainstackMCP Deploy and manage blockchain nodes across 70+ protocols, search docs, request testnet funds. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2062 | ByJG Open Source DocsMCP Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI projects. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2063 | Boat HouseMCP Deploy and share small apps with team login, persistent data, versioned updates and domains. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2064 | livenxmcpMCP LiveNX Network Observability MCP Server | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2065 | Bitmovin Observability MCPMCP Query and analyse your data from Bitmovin Observability | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2066 | Autotrade — Autonomous Trading AgentsMCP Deploy autonomous LLM trading agents and drive them over MCP. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2067 | Web Browser (kogiQA)MCP This web browser has been designed to help your agent debug and develop complex web applications. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2068 | backlog-forgeMCP Crie épicos, features, histórias e tasks no Azure DevOps a partir de uma conversa. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2069 | serverMCP Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2070 | AgentCatMCP Analytics and debugging for your MCP server — explore usage and sessions, then root-cause errors. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2071 | PromptUIMCP Build a working web app from a prompt, then deploy it to a live URL. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2072 | OBTOMCP Your AI builds, deploys, and runs full-stack apps on a hosted workspace created at first sign-in. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2073 | tenderly-mcpMCP Tenderly MCP server for blockchain dev — simulate, debug, and test on 100+ networks. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2074 | ConnicMCP Build, test, deploy, and operate Connic agents. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2075 | Gagarin CloudMCP Deploy and operate containers on Gagarin Cloud: services, databases, domains, logs, rollbacks. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2076 | IOX CloudMCP Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2077 | Tiniest CloudMCP Deploy web apps with sign-in, per-user storage, realtime and AI built in. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2078 | MassdriverMCP Manage the Massdriver infrastructure platform: projects, environments, deployments, and more. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2079 | AuroraMCP Create, edit, preview, and deploy full-stack web apps to a live URL from any MCP client. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2080 | vibedeployMCP Deploy and host AI-built websites on EU infrastructure, straight from your AI agent. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2081 | sensations-mergulhoMCP MCP server for 0001SENSATIONS: 107-level textual descent, append-only trace logging | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2082 | Calories Club: AI Food TrackerMCP AI-powered calorie tracking with photo recognition, barcode scanning, and voice logging | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2083 | MaShop MCPMCP Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any MCP client. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2084 | Jade MCPMCP Deploy and manage Jade Hosting projects from AI clients. Jade account and OAuth required. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2085 | Willform AgentMCP Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2086 | SynlakeMCP Unified API to query AWS, GCP, Azure and generate Terraform/CLI execution kits for AI agents. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2087 | TelbaseMCP Deploy any web project with one command. AI-native platform with self-healing feedback. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2088 | mayla-debug-mcp-google-calendar2MCP Schedule and manage Google Calendar events directly from your workspace. Check availability, view… | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2089 | cuongpo-coti-mcpMCP Connect to the COTI blockchain to manage accounts, transfer native tokens, and deploy and operate… | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2090 | SimSenseMCP Deploy sims to any screen. Control your displays with Claude. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2091 | SimStimMCP Deploy sims to any screen. Control your displays with Claude. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2092 | Sato Hub: Onchain AgentsMCP Search scored onchain-agent tooling: frameworks, MCP servers, wallets, x402 rails, deploy specs. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2093 | Food Logger MCPMCP Food logging, nutrition summaries, and meal photo calorie and macro estimates. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2094 | quantifymeMCP Describe a trading strategy in plain English and deploy a live signal model in one call. No signup. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2095 | noveumMCP Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2096 | docker-factsMCP Does that Docker tag actually exist? Real tags, sizes and platforms, live from Docker Hub. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2097 | JustDeployMCP Deploy and manage your apps, databases, storage, and scheduled jobs from your AI agent | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2098 | gatetestMCP 120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and hands (verify fixes). | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2099 | FlowCastleMCP Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platform. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 2100 | Synapse RMCPMCP Rust MCP and CLI server for Docker, host inspection, SSH, logs, ZFS, and safe file operations. | 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.