Ranking · Coding
Best AI agents & tools for Coding
2,455 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 |
|---|---|---|---|---|---|---|---|
| 2301 | kilawatt-mcp-serverMCP Kilawatt Cloud MCP Server for AI Agent GPU Orchestration | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2302 | gemini-imageMCP Google Gemini image generation, editing, and local processing via MCP | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2303 | PromptRefinerMCP Generative prompt optimizer for Midjourney, Sora, and DALL-E. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2304 | SSO Auth BridgeMCP SAML and OIDC authentication integration orchestrator. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2305 | Task-OrchestratorMCP Multi-agent swarm planner and project sprint allocator. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2306 | raycastMCP Raycast workflow automation MCP server with 9 tools | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2307 | pixassoMCP End-to-end frontend engineering and design orchestrator across 16 foundational pillars. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2308 | distribea-mcpMCP Generate images, video, music and voice from your CLI or AI agent. On-brand AI media toolkit. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2309 | Createya — AI Image & Video GenerationMCP 100+ AI models: FLUX, Sora, Veo, Kling, Runway, Suno. OAuth or Bearer. No VPN. RU billing. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2310 | mediagenMCP Generate images and video from text prompts across Gemini, OpenAI and Kie AI. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2311 | CTRLMCP Visual DeFi workflow automation on Base + Ethereum mainnet. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2312 | meek_daily_plan_mcpMCP MEEK Daily Plan MCP — the daily orchestration (today priorities, this week sprints, blockers, decisi | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2313 | meek_brand_architecture_mcpMCP MEEK Brand Architecture MCP — the 3-layer brand orchestrator (SOV3³ = DEF ONE OS, SOV3 = meok, CSOAI | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2314 | Image Generator APIMCP AI image generation from text prompts via Gemini. x402 micropayment. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2315 | danbooru-tag-mcpMCP Danbooru tag lookup MCP server for AI image generation: tags, aliases, related tags, wiki, posts | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2316 | Arquestra — Scientific Computing OrchestrationMCP AI orchestration for computational chemistry and HPC workflows. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2317 | muapiMCP Generate images, videos, and audio using 100+ AI models via muapi.ai. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2318 | mcp-serverMCP Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2319 | mcp-nanobanana-proMCP MCP server for NanoBanana AI image generation and editing | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2320 | MidjourneyMCP MCP server for Midjourney AI image generation and editing | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2321 | mcp-flux-proMCP MCP server for Flux AI image generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2322 | mcp-seedream-proMCP MCP server for ByteDance Seedream AI image generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2323 | mcp-openaiMCP MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2324 | mcp-qwen-imageMCP MCP server for Qwen Image 3 AI image generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2325 | agent-graph-auditorMCP Finds transitive excessive agency across LangGraph/CrewAI/AutoGen orchestration graphs | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2326 | 0nMCP — Universal AI API OrchestratorMCP Universal AI API Orchestrator — 1,554 tools, 96 services. One install. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1h ago |
| 2327 | FlowNodeMCP Generate images, video, audio and 3D with FlowNode; results land in your asset library. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1h ago |
| 2328 | rostroMCP Turn any LLM multimodal; generate images, voices, videos, 3D models, music, and more. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2329 | BrandBrain Flow OrchestratorMCP Compose BrandBrain asset flows, run mock/live generation, and fetch outputs | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2330 | door_acff25cbe9fbMCP Stylica — Generate images with AI (agent door via Bubblio) | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2331 | mcp-serverMCP On-brand image generation (product shots, app icons, OG cards, sprites) for AI coding agents. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2332 | ZapierMCP Hosted MCP server connecting AI assistants to 9,000+ apps and 40,000+ actions via Zapier. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2333 | Visual SandboxMCP Generate image, video, audio, 3D and vector media with 100+ AI models. Pay per generation. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2334 | Tallyfy Workflow AutomationMCP Automate tasks, processes, and approvals with AI. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2335 | TelerivetMCP Send, automate, and orchestrate SMS, WhatsApp, Viber, IVR, and USSD messaging in 150+ countries. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2336 | tenantsdbMCP Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis tenants on demand. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2337 | SnapOG OG Image GeneratorMCP Give agents instant OG image generation, social metadata audits, and rendering guidance. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2338 | Sapiens SintéticosMCP Operate your Sapiens Sintéticos AI studio: generate image, article, voice, music and video. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2339 | Run402MCP x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2340 | QualeQuest — AI Agent Governance PlatformMCP Multi-agent governance: task orchestration, compliance, decision validation, and ML predictions. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2341 | PhoneMCP: AI-powered textsMCP Send & receive texts using MCP. Use own phone! Get OTPs automate workflows Signup at phone-mcp.com | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2342 | mcpMCP Generate images with any major model — one API key, one prepaid balance, one MCP. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2343 | mcp-email-waterfall-orchestratorMCP Finds and verifies work emails on your own provider keys, with real per-provider spend. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2344 | LogospellMCP AI-agent image generation: cohesive sets & illustrations. Resize a set or export icons, free. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2345 | Go BananasMCP AI image generation: characters, products, posters and edits, saved to your gallery. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2346 | Azurade AIMCP Generate images and videos with frontier AI models. Pay per use; credits never expire. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2347 | agentpmtMCP AI agent marketplace for automated employees, workflows, skills, and tool orchestration. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2348 | oganvil — OG (Open Graph) Image Generation APIMCP Generates 1200x630 OG social preview images (PNG/SVG). Tools: generate_og_image, get_quota. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2h ago |
| 2349 | pAIchart MCP HubMCP MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orchestration | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
| 2350 | ElasticflowMCP AI-native team workspace — tables, documents, workflow automation, live dashboards & analytics | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2h ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.