Ranking · Coding
Best AI agents & tools for Coding
2,451 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 |
|---|---|---|---|---|---|---|---|
| 1851 | cloudforgeMCP Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastructure with AI. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1852 | logbook-mcpMCP Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1853 | uptimebolt-mcp-serverMCP AI-powered infrastructure monitoring — health, incidents, predictions, RCA, deploy safety | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1854 | awesome-coolifyMCP Coolify 4.1.x MCP server — deploy, diagnose, and manage apps, services, and databases | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1855 | sentinelMCP Crypto trading backtesting, bot deployment, AI strategy, and account management for Sentinel Bot. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1856 | pumpclawMCP Free token launcher on Base. Deploy ERC-20 tokens via Uniswap V4 with 80% creator fees. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1857 | statecliMCP State replay and self-debugging for AI agents. Track, replay, undo, checkpoint. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1858 | memorydetectiveMCP iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1859 | SelfHeal MCPMCP Self-healing proxy for MCP servers with retry, circuit breaker, and observability | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1860 | x64dbgMCP MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1861 | mcpMCP Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1862 | BiltMCP AI agents autonomously build and deploy mobile apps through natural language workflows | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1863 | BraintrustMCP AI evaluation and observability platform — query experiments, logs, datasets, and prompts. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1864 | BultMCP Deploy and manage Bult apps from AI coding agents. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1865 | Azure Boards MCPMCP Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, and PAT. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1866 | terrabackMCP Scan AWS/Azure/GCP and generate Terraform HCL with import blocks, deterministically, for AI agents. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1867 | stylobridgeMCP Air-gapped Markdown/PDF to Word converter with brand templates and audit logging. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1868 | execkitMCP Stateful, structured, safe shell sessions for AI agents over local, SSH, and Docker. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1869 | Agent ObservabilityMCP Agent observability: structured logging, cost tracking, and compliance audit trails | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1870 | token-toolMCP Deploy compliant ERC-20 tokens from any AI agent. 17 tools, 10 networks, CertiK-audited. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1871 | BitriseMCP Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1872 | StaticbotMCP Deploy websites, migrate app backends, and run continuous sync with explicit approval gates. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1873 | ava-genesisMCP Deploy ERC-20 tokens on Ethereum, Base, BNB, Polygon via MCP. One call = deployed contract. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1874 | memexMCP Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1875 | langchain-mcpMCP LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like) | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1876 | waitbusMCP Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1877 | Local YDB MCPMCP Operate local-ydb deployments through local or SSH-backed MCP tools. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1878 | PWA Debug LayerMCP Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1879 | docker-wts-buildMCP Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal timeouts | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1880 | ateam-mcpMCP Build, validate, and deploy multi-agent AI solutions from any AI environment. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1881 | devcontainer-mcpMCP Manage dev container environments via MCP (Docker, DevPod, Codespaces). | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1882 | MCP Agent Health ReporterMCP Advisory AOS agent health scan before deployment (manifest, services, immune loop, evidence). | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1883 | GrayMatterMCP Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1884 | PostgreSQLMCP MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1885 | interactive-terminalMCP MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1886 | docker-mcpMCP MCP server for managing Docker containers, images, networks, volumes, and registries | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1887 | renforgeMCP Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1888 | devops-practicesMCP Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1889 | mcp-serverMCP Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1890 | aidbMCP Debug any supported language with breakpoints, variable/state inspection, and stepping. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1891 | AgentLensMCP Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1892 | vercel-deployment-mcpMCP Reference MCP stdio server for observing Vercel projects and deployments. | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1893 | luMCP lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-injection scrubbing.… | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1894 | nexusMCP Query Sonatype Nexus Repository (OSS/Pro) for Maven, Python, and Docker artifacts | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1895 | mcp-quickstartMCP quickstart for mcp deployment | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1896 | Open Computer UseMCP Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1897 | ponzuMCP ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI agents | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1898 | JS Reverse MCPMCP MCP server for JavaScript reverse engineering and browser debugging. | 0.8 | 2 / 12 | Fix bugs in a codebase · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1899 | Deployment Brief RegisterMCP Register a deployment region | 0.8 | 2 / 12 | Automate CI/CD pipelines · Monitor production incidents | REMOTELOCAL | DECLARED | 6d ago |
| 1900 | ImmyBotMCP MCP server for ImmyBot — Windows software deployment, maintenance, tenants, deployments. | 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.