Ranking · Coding
Best AI agents & tools for Coding
2,413 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 |
|---|---|---|---|---|---|---|---|
| 1 | ohmyho.stMCP Operate ohmyho.st hosting from your coding agent: deploy GitHub apps, Postgres, mail, domains. | 5.8 | 12 / 12 | Migrate a codebase to a new framework · Automate CI/CD pipelines · Build a website | REMOTELOCAL | DECLARED | 1d ago |
| 2 | create-starterMCP Scaffold Starter Series projects and check release, deployment, security, and agent instructions. | 5.2 | 11 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 3 | Pine Script v6 DocumentationMCP Pine Script v6 documentation lookup, function validation, and linting for AI code generation | 5.0 | 10 / 12 | Migrate a codebase to a new framework · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 4 | GitWarrenMCP Code review on your own machine, for you and your coding agent. Nothing leaves your computer. | 5.0 | 10 / 12 | Migrate a codebase to a new framework · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 5 | Hated WoW MCPMCP MCP server for WoW addons: Lua API, Blizzard UI source, CVars, art lookup, linting, scaffolding. | 5.0 | 10 / 12 | Migrate a codebase to a new framework · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 6 | RepoFuseMCP Discover and scaffold new apps by reusing code from your GitHub repositories. | 5.0 | 10 / 12 | Migrate a codebase to a new framework · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 7 | VTEX IO MCPMCP Scaffold VTEX IO apps, Node services and GraphQL, look up Store Framework block props, search docs | 4.3 | 7 / 12 | Build an internal tool · Integrate two APIs · Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 8 | partner-center-mcpMCP Unofficial Partner Center REST API knowledge & codegen assistant (scenarios, auth, errors). | 4.3 | 7 / 12 | Build an internal tool · Integrate two APIs · Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 9 | apiMCP MCP server for generating REST API boilerplate and Express endpoints. | 4.3 | 7 / 12 | Build an internal tool · Integrate two APIs · Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 10 | Electron MCP ServerMCP Electron.js MCP server — IPC scaffolding, security auditing, build tooling for AI assistants | 4.3 | 9 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 2d ago |
| 11 | squirrelscanMCP Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP. | 4.3 | 9 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 4d ago |
| 12 | VinktarMCP Product analytics and error tracking your coding agent can use. | 4.2 | 8 / 12 | Fix bugs in a codebase · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 3d ago |
| 13 | Foam ObservabilityMCP Query application logs, traces, and metrics from your AI coding assistant via Foam's MCP server. | 4.2 | 8 / 12 | Fix bugs in a codebase · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 14 | glassMCP MCP server giving a coding agent a build→see→interact→debug loop over native GUI apps. | 4.2 | 8 / 12 | Fix bugs in a codebase · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 15 | wisewall-mcpMCP Manage WiseWall sites from an AI coding assistant — deploy, configure DNS, secrets, and plans. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 16 | parbakedMCP Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, deploy to fly.io. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 17 | Ploi CloudMCP European cloud hosting. Deploy and manage apps with your favorite AI coding assistant. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 18 | unlocalhostMCP Deploy localhost to a private, authenticated link from your AI coding agent. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 19 | coolftpMCP Deploy a site to its SFTP/FTP host from a coding agent. Changed files only, undo, live checks. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 20 | StaatsMCP Cookieless web analytics your coding agent reads: traffic answers, deploy impact, what broke. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 21 | avalancheMCP Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and read chain state. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 22 | CloudeIDEMCP Deploy from your terminal, and give an AI coding agent the same abilities over MCP. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 23 | AntideployMCP Deploy an app to Antideploy from a coding agent. No Dockerfile, no YAML, no cloud console. | 4.2 | 9 / 12 | Automate CI/CD pipelines · Build a website · Build an internal tool | REMOTELOCAL | DECLARED | 4d ago |
| 24 | Kubernetes Manifest AuditMCP kube-linter audit for Kubernetes manifests — 63 checks: security, availability, RBAC, network. | 3.5 | 6 / 12 | Review pull requests · Scan code for vulnerabilities · Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 4d ago |
| 25 | mcpMCP FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality | 3.5 | 6 / 12 | Review pull requests · Scan code for vulnerabilities · Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 4d ago |
| 26 | embedcalc-mcpMCP Embedded calculators, codegen & schematic review: CRC, timing, struct, IEEE-754, KiCad. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 13m ago |
| 27 | KnosMCP One local memory every coding agent on this machine shares, with claims so they don't collide. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 13m ago |
| 28 | SenzingMCP Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 1h ago |
| 29 | The BridgeMCP Auth, billing, plans, feature flags and roles for your SaaS, set up from your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 4h ago |
| 30 | Ignite UI MCP ServerMCP Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 8h ago |
| 31 | setup-doctorMCP Score and improve your AI coding agent setup. Local-only, open source. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 9h ago |
| 32 | Screen BrowserMCP Narrated demo and tutorial videos of your web app, from a guide or your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 18h ago |
| 33 | agentchanMCP Lets one coding agent talk to another: Claude Code, Codex or Grok | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 18h ago |
| 34 | ProofhandMCP Human QA on real phones and browsers for your coding agent. Pass/fail per step, with screenshots. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 21h ago |
| 35 | TurnbackMCP Undo a coding agent turn, including shell commands and untracked files. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 22h ago |
| 36 | Offline ProtocolMCP Find Offline Protocol SDK packages, read integration guides, plan and scaffold local apps. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 1d ago |
| 37 | atomicrepsMCP Retrieval practice in your coding agent: one short question about what you just built. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 1d ago |
| 38 | showtimeMCP Local video studio for your coding agent: scenes, voice, music and captions, on your machine. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 1d ago |
| 39 | Plate Website SourceMCP Read-only catalog of free Plate website source projects a coding agent can adapt. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 1d ago |
| 40 | NeoSQL MCPMCP Use NeoSQL Desktop database connections from MCP hosts: schemas, SQL, ERD, and code generation. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 1d ago |
| 41 | prodreadyMCP Free enterprise-grade due diligence for your app, run by your coding agent. Then the full SDLC. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 2d ago |
| 42 | mcpMCP Build and edit real websites in Swebsy Studio from your coding agent — no per-token AI fees. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 2d ago |
| 43 | appfactoryMCP Lets your coding agent ship a SwiftUI iOS subscription app from idea to TestFlight. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 2d ago |
| 44 | Trusty SquireMCP Provision, ship, and pay from your coding agent — keys and cards never leave the vault. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 2d ago |
| 45 | FilloMCP Fillo MCP server — provision, scaffold, publish, and query forms from your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 3d ago |
| 46 | SkeletIQMCP Hand a released SkeletIQ architecture to a coding agent: brief, build order, drift check. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 3d ago |
| 47 | ZasMCP Move files and notes between a coding agent and your Zas channels, encrypted here or via Directo. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 4d ago |
| 48 | ApricotMCP Manage SysML2 projects and files directly through your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 4d ago |
| 49 | StructuraMCP Design domain models and generate deterministic multi-stack code, driven by your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 4d ago |
| 50 | ASMI — AI avatars for your siteMCP Design your site's AI avatar in the ASMI studio; your coding agent ships it into your repo. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 4d ago |
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Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.