Ranking · Coding
Best AI agents & tools for Coding
2,424 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 |
|---|---|---|---|---|---|---|---|
| 101 | google-jules-mcp-serverMCP Model Context Protocol server for Google's Jules AI coding agent | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 102 | skillkitMCP Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 103 | FlutterSDK ArtisanMCP CLI framework and stdio MCP server for Flutter: scaffolding, hot reload, REPL, codegen. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 104 | eyepupMCP Agentic visitor analytics — five tools that hand the next CRO fix to your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 105 | ChassisMCP Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 106 | quick-html-share-mcpMCP Share AI-generated HTML from your coding agent. Unguessable URL + viewer analytics. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 107 | AmendorMCP Pull change requests from your Amendor board into your coding agent to build and open PRs. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 108 | DelimitMCP One workspace for every AI coding assistant. Shared tasks, memory, and governance. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 109 | clean-markdownMCP Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 110 | fabric-atelierMCP AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 111 | AvrotizeMCP Schema conversion and schema-driven code generation MCP server. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 112 | CEDRUSMCP Reasoning scaffolding that supercharges your small AI: an argument-mapping MCP server | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 113 | squigglesMCP Let your coding agent see the squiggles — LSP diagnostics, navigation, refactoring, and extras | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 114 | BomlyMCP Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 115 | BetaDropMCP Publish iOS and Android builds to testers and manage share links from an AI coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 116 | webearMCP Give your AI coding assistant ears — capture, analyze, and describe live audio. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 117 | mcp-portalMCP Cursor CLI delegation for verified bulk reads and reference-driven code generation. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 118 | ArchietMCP Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 119 | makers-page-mcpMCP Marketing Assistant MCP: draft, approve, and publish posts to X from your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 120 | proofMCP Govern your AI coding agent: frame the work, review the changes, keep a signed decision record. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 121 | prumoMCP Checks the context files a coding agent reads against the git index, and reports what drifted. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 122 | PackkitMCP Scaffold modern npm packages, CLIs, services and apps as a native tool for AI agents. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 123 | OpenTrainMCP Hire human data labelers, RLHF annotators, and evaluators from your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 124 | composerMCP Give your AI coding agent an architecture canvas to design and evolve diagrams. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 125 | ios-agent-skillMCP Swift reviews, local Apple references, app scaffolding and iOS simulator workflows. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 126 | engram-ccMCP Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 127 | pypresetMCP Scaffold Python projects from YAML presets, augment existing projects with CI/tests. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 128 | JAIPilotMCP Ship better Java with your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 129 | NotifyHub — Unified Notification MCP ServerMCP Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 130 | Figma-Context-MCPMCP Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 131 | talkthruMCP Talk while using your app — your coding agent gets each sentence aligned to the frame. Fully local. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 132 | Web Scraper to Markdown APIMCP Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x402. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 133 | vibemap-mcpMCP Load & create VibeMap product specs from your coding agent; sync build progress. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 134 | ClipwrightMCP Short talking-actor UGC videos from your coding agent, with a free price quote before each render | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 135 | MetaEngineMCP Code generation from JSON recipes, linked type graphs, and API schemas across 11 languages. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 136 | Chip MCPMCP Project memory, tasks and Telegram notifications for your coding agent. Chip account required. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 137 | TrailMCP Issue tracker and durable project memory for your coding agent, scoped to the folder you open. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 138 | tell.devMCP Message someone through your coding agent. Their agent gets your note and explains it. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 139 | mcpMCP Tickstem developer tools — manage cron jobs and verify emails from your AI coding assistant. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 140 | Tada: automated QA for AI-written codeMCP Your coding agent asks Tada to work through a feature in a real browser and gets back a verdict. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 141 | RampifyMCP SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from your coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 142 | SpecPilotMCP Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 143 | ReqistryMCP Discover, compare, and monitor 1,400+ APIs directly from your AI coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 144 | KeyframerMCP 150+ React Native animation recipes, scene authoring, phone preview via QR, Reanimated v4 codegen | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 145 | FrostbyteMCP Roadmap, tasks, releases and user feedback your coding agent reads and writes over MCP. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 146 | GDMaestroMCP Drive the Godot engine from an AI coding agent: build, run, play, and verify your game live. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 147 | mcpMCP Local MCP bridge: your coding agent designs on Brilliant's real vector canvas, fully on 127.0.0.1. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 148 | webforJ MCP ServerMCP WebforJ's MCP server, provides tools, resources, prompts for scaffolding and developing webforJ apps | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 149 | UI BeatsMCP MCP server for UI Beats. Let your coding agent search, read and install animated React components. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
| 150 | server-side-trackingMCP Server-side conversion tracking, installed and configured by your AI coding agent. | 3.3 | 7 / 12 | Build a website · Build an internal tool · Fix bugs in a codebase | REMOTELOCAL | DECLARED | 5d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.