A
Aws Kb Retrieval Server
modelcontextprotocol · Cloud & Infra
Model Context Protocol Servers
★ 91.6k1 tools
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Featured · Cloud & Infra
Discover usefulMCP servers & tools
Connect AI apps to tools, data and automation. Copy the config and you are in.
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159,555
New in the last 14 days+1,759 10/27
10/1410/2110/27
Skills96,42960.4%
Servers62,46439.1%
4 other types6620.4%
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The 6 largest categories hold 34,415 servers, 55% of the catalog
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See MCP server rankingsR
REAmorluto
Reverse engineer anything from your terminal or agent with one CLI and MCP server
@
@mendableai/firecrawl Mcp Servermendableai
The API to search, scrape, and interact with the web at scale.
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firecrawlfirecrawl
The API to search, scrape, and interact with the web at scale.
V
vscodemicrosoft
Visual Studio Code
A
awesome-chatgpt-promptsf
Formerly Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy
B
browser-usebrowser-use.com
Browser agents and stealth cloud browsers for AI: run web tasks, fill forms, extract data.
Top Skills
Ranked by total installs
014072.0k021684.4k031683.0k041680.6k051679.6k061569.7k071446.0k
See all Skillsfind-skills
vercel-labs/skills
ai-video-generation
inference-sh/skills
ai-image-generation
inference-sh/skills
ai-avatar-video
inference-sh/skills
twitter-automation
inference-sh/skills
remotion-render
inference-sh/skills
grill-me
mattpocock/skills
Featured MCP servers
Servers that connect databases, browsers, repositories and more
Featured clients
Apps, IDEs and frameworks that speak MCP
V
Visual Studio Code - Open Source ("Code - OSS")github.com/microsoft
Visual Studio Code
Z
Zedgithub.com/zed-industries
Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.
C
Cline – #1 on OpenRoutergithub.com/cline
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.
C
Cherry Studiogithub.com/cherryhq
Desktop client that supports multiple LLM providers.
Featured CLIs
Official and agent-ready command-line tools
Y
yt-dlp$ yt-dlpOfficial
Download video and audio from hundreds of websites.
O
Ollama$ ollamaOfficial
Run open-source models locally from the command line
P
Playwright$ playwrightOfficial
Run cross-browser end-to-end tests and inspect reports from the command line
B
Bun$ bunOfficial
All-in-one JavaScript runtime combining package management, bundling, and testing.
Featured Loops
Reusable prompts and workflows for coding agents
A11y Audit Until Clean
Code Quality
Manually started loop that fixes and re-audits until changed UI has no serious accessibility violations.
On demandUp to 8 rounds
Build Until Green
Testing
Manually started loop that fixes errors and rebuilds until the production build succeeds.
On demandUp to 10 rounds
Coverage Until Threshold
Testing
A manually started loop that adds tests until coverage reaches the target and all tests pass.
On demandUp to 12 rounds
CI Failure Watcher
Continuous Integration
Polls the latest CI run on the current branch until its conclusion is success.
ScheduledUp to 12 rounds
F
find-skills
vercel-labs/skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
4072.0k installs
A
ai-video-generation
inference-sh/skills
Generate AI videos with Google Veo, Seedance 2.0, HappyHorse, Wan, Grok and 40+ models via inference.sh CLI. Models: Veo 3.1, Seedance 2.0, HappyHorse 1.0, Wan 2.5, Grok Imagine Video, OmniHuman, Fabric, HunyuanVideo. Capabilities: text-to-video, image-to-video, reference-to-video, video editing, lipsync, avatar animation, video upscaling, foley sound. Use for: social media videos, marketing content, explainer videos, product demos, AI avatars. Triggers: video generation, ai video, text to video, image to video, veo, animate image, video from image, ai animation, video generator, generate video, t2v, i2v, ai video maker, create video with ai, runway alternative, pika alternative, sora alternative, kling alternative, seedance, happyhorse
1684.4k installs
A
ai-image-generation
inference-sh/skills
Generate AI images with GPT-Image-2.5, FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: GPT-Image-2.5 Flare, GPT-Image-2.5 Sunburst, GPT-Image-2, FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pro Image, Grok Imagine, Seedream 4.5, Reve, ImagineArt. Capabilities: text-to-image, image-to-image, inpainting, LoRA, image editing, upscaling, text rendering. Use for: AI art, product mockups, concept art, social media graphics, marketing visuals, illustrations. Triggers: flux, image generation, ai image, text to image, stable diffusion, generate image, ai art, midjourney alternative, dall-e alternative, text2img, t2i, image generator, ai picture, create image with ai, generative ai, ai illustration, grok image, gemini image, gpt image, openai image, chatgpt image
1683.0k installs
A
ai-avatar-video
inference-sh/skills
Create AI avatar and talking head videos via inference.sh CLI. Recommended: P-Video-Avatar (fastest, cheapest, built-in TTS). Also: OmniHuman, Fabric, PixVerse. Audio: Inworld TTS-2 (100+ languages, emotion steering for characters), ElevenLabs, Kokoro. Capabilities: audio-driven avatars, text-to-avatar, lipsync videos, talking head generation, virtual presenters, UGC content. Use for: AI presenters, explainer videos, virtual influencers, dubbing, marketing videos, UGC ads, gaming avatars, NPC dialogue. Triggers: ai avatar, talking head, lipsync, avatar video, virtual presenter, ai spokesperson, audio driven video, heygen alternative, synthesia alternative, talking avatar, lip sync, video avatar, ai presenter, digital human, ugc, ugc video, ugc ad, avatar ugc
1680.6k installs
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.