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 |
|---|---|---|---|---|---|---|---|
| 2151 | apiMCP AI document intelligence: extract, summarize, claim-check, notarize, and signed action receipts. | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2152 | toolsMCP Pay-per-call AI tools over x402: web research, summarization, structured extraction (USDC, Base). | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2153 | ShortyMCP Summarize and transcribe videos, audio, documents and web pages; subtitles; search your library. | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2154 | ParrotNotesMCP Search, summarize and save insights on your ParrotNotes in-person meeting notes. | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2155 | LucidMCP Lucid’s connector creates diagrams, searches, edits, shares, and retrieves docs to summarize. | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2156 | FactScan AIMCP OCR and document understanding: extract text from images, then summarize or translate it. | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2157 | UtteraMCP Audio for your agent: transcribe, speak, translate, summarise, plus sound effects and music. | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2158 | sunub-obsidian-mcp-serverMCP Search your Obsidian vault to quickly find notes by title or keyword, summarize related content, a… | 0.7 | 2 / 12 | Monitor production incidents · Write technical documentation | REMOTELOCAL | DECLARED | 6d ago |
| 2159 | mcp-openaiMCP MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 10h ago |
| 2160 | iso20022-readiness-suite-mcpMCP Orchestration MCP server: ISO 20022 readiness scoring, remediation, bank-response simulation. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 11h ago |
| 2161 | mcp-qwen-imageMCP MCP server for Qwen Image 3 AI image generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 12h ago |
| 2162 | mcp-flux-proMCP MCP server for Flux AI image generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 12h ago |
| 2163 | mcp-nanobanana-proMCP MCP server for NanoBanana AI image generation and editing | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 12h ago |
| 2164 | MidjourneyMCP MCP server for Midjourney AI image generation and editing | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 12h ago |
| 2165 | mcp-seedream-proMCP MCP server for ByteDance Seedream AI image generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 12h ago |
| 2166 | APICK AIMCP LLM chat, text tools, image generation, editing, batch image jobs, and asynchronous video generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 13h ago |
| 2167 | OrchestratorMCP Let one coding-agent CLI consult another through Codex, Claude Code, OpenCode, or Antigravity. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 14h ago |
| 2168 | Agent SwarmMCP Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 14h ago |
| 2169 | Troquel MCP ServerMCP Generate images, video and voice, and read Meta ad libraries, paying per generation. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 18h ago |
| 2170 | LogospellMCP AI-agent image generation: cohesive sets & illustrations. Resize a set or export icons, free. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 18h ago |
| 2171 | Sapiens SintéticosMCP Operate your Sapiens Sintéticos AI studio: generate image, article, voice, music and video. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 1d ago |
| 2172 | editmameiMCP Photoshop MCP server: natural-language AI photo editing in desktop Photoshop. AI orchestration. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 1d ago |
| 2173 | sentarionMCP Give your AI agents rules, memory, and receipts. Governed multi-agent orchestration for MCP. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2d ago |
| 2174 | MCP Task OrchestratorMCP Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 2d ago |
| 2175 | 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 | 2d ago |
| 2176 | ModelsLabMCP Generate images, video, speech and music, and run LLM chat, across 10,000+ models on ModelsLab. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2d ago |
| 2177 | gflow-cliMCP Drive Google Flow from an agent: Veo video and Imagen image generation | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 2d ago |
| 2178 | comfyui-mcpMCP MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, manage models & VRAM. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 3d ago |
| 2179 | 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 | 3d ago |
| 2180 | GuniWeb SAP MCPMCP SAP S/4HANA and ECC: OData V2/V4, IDoc and RFC/BAPI for n8n and other MCP clients | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 4d ago |
| 2181 | PixelDojoMCP Generate images, video, audio and short films with 140+ AI models from any MCP client. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 2182 | flux-mcpMCP RunAPI MCP server for Flux: create tasks, poll status, check pricing. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 2183 | ideogram-v3-mcpMCP RunAPI MCP server for Ideogram V3: create tasks, poll status, check pricing. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 2184 | flux-2-mcpMCP RunAPI MCP server for Flux 2: create tasks, poll status, check pricing. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 2185 | imagen-4-mcpMCP RunAPI MCP server for Imagen 4: create tasks, poll status, check pricing. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 2186 | flux-kontext-mcpMCP RunAPI MCP server for Flux Kontext: create tasks, poll status, check pricing. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 2187 | midjourney-mcpMCP RunAPI MCP server for Midjourney: create tasks, poll status, check pricing. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 4d ago |
| 2188 | ghl-commandMCP GoHighLevel MCP for Claude: 250 tools, 51 modules, incl. the only programmatic GHL workflow builder | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 5d ago |
| 2189 | agent-graph-auditorMCP Finds transitive excessive agency across LangGraph/CrewAI/AutoGen orchestration graphs | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 2190 | Ascend GTM GatewayMCP 34-tool GTM gateway: CRMs, ad platforms, analytics, Google Workspace, AWS, and LLM orchestration. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 2191 | BrainFlowMCP AI-powered ticket triage and workflow automation | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 2192 | bannerbearMCP Generate images, videos, and screenshots from your Bannerbear templates via AI. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 6d ago |
| 2193 | conductorMCP DORA OS Conductor — 16-tool meta-orchestrator for DORA compliance workflow automation. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 2194 | NoCrashMCP Know when your n8n workflows, URLs, and AI apps break, before your customers do. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 2195 | Glint Model Hub — image generation for AI agentsMCP Generate and edit images with every image model on the platform. Returns the image to the agent. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 6d ago |
| 2196 | progiMCP MCP-native workflow engine: teach agents your processes once, they execute them consistently. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 2197 | nanobanana-mcp-serverMCP An MCP server that provides image generation and editing capabilities | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 6d ago |
| 2198 | VMware PilotMCP Multi-step workflow orchestration for VMware MCP skills with approval gates and rollback. | 0.5 | 1 / 12 | Automate CI/CD pipelines | REMOTELOCAL | DECLARED | 6d ago |
| 2199 | gen-image MCPMCP Local stdio MCP for OpenAI-compatible and Gemini image generation, editing, and model fallback. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 6d ago |
| 2200 | NovelAI Image MCPMCP NovelAI image generation as MCP tools: txt2img, img2img, inpaint, upscale, Director, ControlNet. | 0.5 | 1 / 12 | Build a website | REMOTELOCAL | DECLARED | 6d ago |
Capabilities are matched automatically from each publisher's own description (keyword method, low confidence) and will be refined.