高分榜

按站内综合分降序（多源收录次数 + 用量）。这个排序键是我们自己算的，读者无法核验；想看可核验的公开数字请用 GitHub Star 榜。

skillsmptesting

Comprehensive testing reference for running tests in IntelliJ codebase via tests.cmd

#1

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awesomerohitg00/kubectl-mcp-server

🐍 ☁️/🏠 - Interact with Kubernetes clusters through natural languageMCP 服务

#2 964 ★

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awesomeTiberriver256/mcp-server-azure-devops

📇 ☁️ - Azure DevOps integration for repository management, work items and pipelinesMCP 服务

#3 394 ★

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skillsmpspec-kitty-orchestrator-api-operator

Teach agents and external systems how to use spec-kitty orchestrator-api to drive workflows from outside the…

#4 1,680 ★

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skillsmpui-tester

Autonomous end-to-end UI and product feature tester that replaces or front-runs human QA for web platforms

#5

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skillsmpjava-testing-quality

Write, fix and review automated tests and quality gates for Java projects - JUnit (Jupiter), Mockito,…

#6

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awesomeglenngillen/mcpmcp-server

☁️ 📇 🍎 🪟 🐧 - Lists MCP servers so you can ask your client which ones could improve your daily workflowMCP 服务

#7 41 ★

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awesomejulien040/anyquery

🏎️ 🏠 ☁️ - Query apps with SQL from a single local-first binaryMCP 服务

#8 1,784 ★

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awesomejuspay/neurolink

📇 ☁️ 🏠 🍎 🪟 🐧 - Edge-first AI platform unifying many providers and models, with multi-agent orchestration,…MCP 服务

#9 157 ★

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awesomemetatool-ai/metatool-app

📇 ☁️ 🏠 🍎 🪟 🐧 - MetaMCP: unified middleware MCP server that manages your MCP connections through a GUIMCP 服务

#10 2,700 ★

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awesomesmart-mcp-proxy/mcpproxy-go

Supercharge AI Agents, SafelyMCP 服务

#11 395 ★

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awesomesxhxliang/mcp-access-point

📇 ☁️ 🏠 🍎 🪟 🐧 - Turn a web service into an MCP server without code changesMCP 服务

#12 184 ★

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awesomeVeriTeknik/pluggedin-mcp-proxy

📇 🏠 - Proxy combining multiple MCP servers into one interface, with discovery and management of tools,…MCP 服务

#13 136 ★

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awesomeWayStation-ai/mcp

☁️ 🍎 🪟 - Connect MCP hosts to apps such as Notion, Slack, Monday and AirtableMCP 服务

#14 64 ★

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awesomeblackwhite084/playwright-plus-python-mcp

🐍 - Browser automation using Playwright, tailored for LLMsMCP 服务

#15 188 ★

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awesomebrowsermcp/mcp

📇 🏠 - Automate your local Chrome browserMCP 服务

#16 7,189 ★

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awesomeeyalzh/browser-control-mcp

📇 🏠 - Control the user's Firefox browser via a companion extensionMCP 服务

#17 334 ★

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awesomekimtth/mcp-aoai-web-browsing

🐍 🏠 - Minimal MCP server and client implementation using Azure OpenAI and PlaywrightMCP 服务

#18 35 ★

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awesomemicrosoft/playwright-mcp

Playwright browser automation: interact with web pages through structured accessibility snapshotsMCP 服务

#19 38,239 ★

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awesomendthanhdev/mcp-browser-kit

📇 🏠 - Interact with your local browsersMCP 服务

#20 55 ★

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awesomealiyun/alibaba-cloud-ops-mcp-server

🎖️ 🐍 ☁️ - Operate Alibaba Cloud resources, including ECS, Cloud Monitor, OOS and other widely used cloud…MCP 服务

#21 132 ★

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awesomeawslabs/mcp

🎖️ ☁️ - Suite of servers for integrating with AWS services and resourcesMCP 服务

#22 9,782 ★

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awesomebright8192/esxi-mcp-server

🐍 ☁️ - VMware ESXi and vCenter virtual machine management via a REST APIMCP 服务

#23 64 ★

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awesomecloudflare/mcp-server-cloudflare

🎖️ 📇 ☁️ - Integration with Cloudflare services including Workers, KV, R2 and D1MCP 服务

#24 4,387 ★

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awesomeflux159/mcp-server-kubernetes

📇 ☁️/🏠 - Kubernetes cluster operations for pods, deployments and servicesMCP 服务

#25 1,599 ★

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awesomehardik-id/azure-resource-graph-mcp-server

📇 ☁️/🏠 - Query, analyze and monitor Azure resources at scale using Azure Resource GraphMCP 服务

#26 18 ★

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awesomenwiizo/tfmcp

🦀 🏠 - Manage Terraform environments: read configurations, analyze plans, apply configurations and manage stateMCP 服务

#27 372 ★

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awesomeportainer/portainer-mcp

🏎️ ☁️/🏠 - Interact with Portainer instances: container management, deployment operations and infrastructure…MCP 服务

#28 238 ★

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awesomestrowk/mcp-k8s-go

🏎️ ☁️/🏠 - Kubernetes cluster operationsMCP 服务

#29 382 ★

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awesomeweibaohui/k8m

🏎️ ☁️/🏠 - Multi-cluster Kubernetes management and operations with a management UI and logging, covering…MCP 服务

#30 888 ★

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awesomeweibaohui/kom

🏎️ ☁️/🏠 - Multi-cluster Kubernetes management and operations, embeddable as an SDK, covering common DevOps…MCP 服务

#31 151 ★

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awesomewenhuwang/mcp-k8s-eye

🏎️ ☁️/🏠 - Kubernetes management plus cluster and application health analysisMCP 服务

#32 29 ★

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awesomealfonsograziano/node-code-sandbox-mcp

📇 🏠 - Run JavaScript snippets in isolated Docker sandboxes with on-the-fly npm dependency installation and…MCP 服务

#33 158 ★

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awesomeckanthony/openapi-mcp

🏎️ ☁️ - Access any API through its existing OpenAPI documentationMCP 服务

#34 198 ★

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awesomeyepcode/mcp-server-js

🎖️ 📇 ☁️ - Run LLM-generated code in a YepCode sandbox and create custom MCP tools in JavaScript or Python…MCP 服务

#35 47 ★

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awesomeautomateyournetwork/pyATS_MCP

Structured, model-driven interaction with network devices via Cisco pyATSMCP 服务

#36 89 ★

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awesomedoggybee/mcp-server-leetcode

📇 ☁️ - Search, retrieve and solve LeetCode problems, with metadata filtering and access to user profiles,…MCP 服务

#37 43 ★

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awesomeezyang/codemcp

🐍 🏠 - Coding agent with basic read, write and command line toolsMCP 服务

#38 1,606 ★

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awesomeferrislucas/iterm-mcp

Access iTerm: run commands and ask questions about what is shown in the terminalMCP 服务

#39 570 ★

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awesomeg0t4/mcp-server-commands

📇 🏠 - Run arbitrary commands and scriptsMCP 服务

#40 235 ★

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awesomejinzcdev/leetcode-mcp-server

📇 ☁️ - Access LeetCode problems, solutions, submissions and public data, with optional login for user…MCP 服务

#41 154 ★

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awesomejuehang/vscode-mcp-server

📇 🏠 - Work in a VS Code workspace: read the directory structure, see linter and language server problems,…MCP 服务

#42 392 ★

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awesomemaxim-saplin/mcp_safe_local_python_executor

Safe Python interpreter based on Hugging Face smolagents' LocalPythonExecutorMCP 服务

#43 48 ★

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awesomeMladenSU/cli-mcp-server

🐍 🏠 - Command-line execution with customizable security policiesMCP 服务

#44 177 ★

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awesomeoraios/serena

🐍 🏠 - Coding agent that uses language servers for symbolic code operationsMCP 服务

#45 30,326 ★

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awesomeOthmaneBlial/term_mcp_deepseek

🐍 🏠 - Approval-first local terminal control: policy-based command planning and approval, DeepSeek as an…MCP 服务

#46 18 ★

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awesometumf/mcp-shell-server

Secure shell command executionMCP 服务

#47 201 ★

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awesomewonderwhy-er/DesktopCommanderMCP

📇 🏠 🍎 🪟 🐧 - Manage and execute programs, and read, write, search and edit code and text filesMCP 服务

#48 10,073 ★

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awesomepab1it0/prometheus-mcp-server

🐍 ☁️ - Query and analyze Prometheus, the open-source monitoring systemMCP 服务

#49 519 ★

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awesomearvindand/maven-tools-mcp

☕ ☁️ 🏠 🍎 🪟 🐧 - Maven Central dependency intelligence: bulk version comparison, stability filtering,…MCP 服务

#50 34 ★

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awesomegofireflyio/firefly-mcp

🎖️ 📇 ☁️ - Discover, manage and codify cloud resources with FireflyMCP 服务

#51 16 ★

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awesomevectorize-io/hindsight

🐍 ☁️ 🏠 - Hindsight: long-term memory for AI agents modeled on human memoryMCP 服务

#52 50,458 ★

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awesomelast9/last9-mcp-server

Bring real-time production logs, metrics and traces from Last9 into your local environment to fix codeMCP 服务

#53 62 ★

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awesomescrapeless-ai/scrapeless-mcp-server

🐍 ☁️ - Web search via the Scrapeless Google SERP APIMCP 服务

#54 169 ★

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awesome13bm/GhidraMCP

🐍 ☕ 🏠 - Ghidra plugin for binary analysis: function inspection, decompilation, memory exploration and…MCP 服务

#55 148 ★

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awesomefr0gger/MCP_Security

📇 ☁️ - Query the ORKL API to fetch threat reports, analyze threat actors and retrieve intelligence sourcesMCP 服务

#56 52 ★

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awesomeLaurieWired/GhidraMCP

☕ 🏠 - Autonomous reverse engineering with Ghidra: decompile binaries, rename methods and data, and list…MCP 服务

#57 11,310 ★

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awesomenickpending/mcp-recon

🏎️ 🏠 - Conversational recon with httpx and asnmap: domain analysis, security header inspection, certificate…MCP 服务

#58 31 ★

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awesomeqianniuspace/mcp-security-audit

📇 ☁️ - Audit npm package dependencies for security vulnerabilities with real-time checks against the npm…MCP 服务

#59 57 ★

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awesomeroadwy/cve-search_mcp

🐍 🏠 - Query the CVE-Search API: browse vendors and products, get CVEs by ID and list the latest updated CVEsMCP 服务

#60 107 ★

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awesomesecurityfortech/secops-mcp

🐍 🏠 - Security testing toolbox that combines open source tools behind a single interface for pentesting, bug…MCP 服务

#61 217 ★

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awesomeslouchd/cyberchef-api-mcp-server

🐍 ☁️ - Use CyberChef operations through the CyberChef server APIMCP 服务

#62 44 ★

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awesometaisly/agent

Publish or schedule social videos to TikTok, Instagram Reels,MCP 服务

#63 220 ★

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awesomeeffytech/freshdesk-mcp

🐍 ☁️ - Interact with Freshdesk modules and perform support operationsMCP 服务

#64 70 ★

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awesomenguyenvanduocit/jira-mcp

🏎️ ☁️ - Atlassian Jira operations: issue management, sprint planning and workflow transitionsMCP 服务

#65 97 ★

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awesomesooperset/mcp-atlassian

🐍 ☁️ - Search, read, create and manage Confluence and Jira content, supporting Confluence Cloud, Jira Cloud…MCP 服务

#66 6,008 ★

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awesomeadhikasp/mcp-git-ingest

🐍 🏠 - Read and analyze GitHub repositoriesMCP 服务

#67 314 ★

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awesomeddukbg/github-enterprise-mcp

📇 ☁️ 🏠 - GitHub Enterprise API integrationMCP 服务

#68 29 ★

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awesomegithub/github-mcp-server

📇 ☁️ - GitHub integration for repository management, pull requests, issues and moreMCP 服务

#69 33,662 ★

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awesomekopfrechner/gitlab-mr-mcp

📇 ☁️ - Interact with issues and merge requests in your GitLab projectsMCP 服务

#70 94 ★

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awesomegenomoncology/biomcp

🐍 ☁️ - Access biomedical research data from PubMed, ClinicalTrials.gov and MyVariant.infoMCP 服务

#71 656 ★

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githubjars-demo/jars-skills

The agent skills I use most day to day: one focused playbook each, for Claude Code, Cursor, Copilot, Codex…Agent 技能

#72 0 ★

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awesome1mcp/agent

📇 ☁️ 🏠 🍎 🪟 🐧 - Aggregates multiple MCP servers into one unified serverMCP 服务

#73 517 ★

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awesomeaskbudi/roundtable

📇 ☁️ 🏠 🍎 🪟 🐧 - Meta-MCP server that unifies AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind…MCP 服务

#74 125 ★

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awesomeData-Everything/mcp-server-templates

📇 🏠 🍎 🪟 🐧 - Unified MCP platform that connects many apps, tools and services behind one interfaceMCP 服务

#75 22 ★

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awesomehamflx/imagen3-mcp

📇 🏠 🪟 🍎 🐧 - Generate images from text prompts with Google's Imagen 3 API, with photography, artistic and…MCP 服务

#76 74 ★

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awesomeHelpCode-ai/anythingmcp

Self-hosted MCP gateMCP 服务

#77 751 ★

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awesomeK-Dense-AI/claude-skills-mcp

🐍 ☁️ 🏠 🍎 🪟 🐧 - Search and use Claude Agent Skills from any model or client as if natively supportedMCP 服务

#78 407 ★

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awesomemerterbak/Grok-MCP

🐍 ☁️ 🍎 🪟 🐧 - Access xAI's Grok API with agentic tool calling, image generation, vision and file supportMCP 服务

#79 53 ★

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awesomeopentabs-dev/opentabs

Plugin-based server and ChromMCP 服务

#80 985 ★

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awesomeparticlefuture/MCPDiscovery

🐍 ☁️ 🏠 🍎 🪟 - Automatically discover and configure MCP servers on your local machineMCP 服务

#81 52 ★

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awesomeportel-dev/ncp

📇 ☁️ 🏠 🍎 🪟 🐧 - Orchestrates all your MCP servers through tool discovery, reducing token overheadMCP 服务

#82 100 ★

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awesomesupertrained/rhumb

Tool intelligence over scored serviceMCP 服务

#83 5 ★

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awesomesitbon/magg

🍎 🪟 🐧 ☁️ 🏠 🐍 - Meta-MCP server that lets LLMs discover, install and orchestrate multiple MCP servers to…MCP 服务

#84 144 ★

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awesomewegotdocs/open-mcp

📇 🏠 🍎 🪟 🐧 - Turn a web API into an MCP server and add it to the open-source open-mcp.org registryMCP 服务

#85 371 ★

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awesomeYangLiangwei/PersonalizationMCP

🐍 ☁️ 🏠 🍎 🪟 🐧 - Aggregate personal data from Steam, YouTube, Bilibili, Spotify, Reddit and other gaming,…MCP 服务

#86 64 ★

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awesome8enSmith/mcp-open-library

📇 ☁️ - Search for book information via the Open Library APIMCP 服务

#87 96 ★

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awesomeabhiemj/manim-mcp-server

🐍 🏠 🪟 🐧 - Generate animations locally using ManimMCP 服务

#88 651 ★

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awesomeburningion/video-editing-mcp

🐍 - Add, analyze, search and generate video edits from your Video Jungle collectionMCP 服务

#89 293 ★

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awesomecantian-ai/bazi-mcp

📇 🏠 ☁️ 🍎 🪟 - Bazi (Chinese astrology) charting and analysisMCP 服务

#90 436 ★

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awesomecswkim/discogs-mcp-server

📇 ☁️ - Interact with the Discogs APIMCP 服务

#91 128 ★

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awesomediivi/aseprite-mcp

🐍 🏠 - Create pixel art using the Aseprite APIMCP 服务

#92 706 ★

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awesomedjalal/quran-mcp-server

📇 ☁️ - Interact with the Quran.com corpus via its REST APIMCP 服务

#93 72 ★

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awesomeGenWaveLLC/svgmaker-mcp

📇 ☁️ - Generate and edit SVGs via natural language, with real-time updates and secure file handlingMCP 服务

#94 88 ★

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awesomemikechao/metmuseum-mcp

📇 ☁️ - Search and display artworks via the Metropolitan Museum of Art Collection APIMCP 服务

#95 35 ★

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awesomeOctoEverywhere/mcp

️⃣ ☁️ - 3D printer access: live printer state, webcam snapshots and printer controlMCP 服务

#96 38 ★

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awesomeomni-mcp/isaac-sim-mcp

📇 ☁️ - Natural-language control of NVIDIA Isaac Sim, Isaac Lab, OpenUSD and more, via a server and an…MCP 服务

#97 194 ★

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awesomePatrickPalmer/MayaMCP

🐍 🏠 - Connect AI assistants to Autodesk MayaMCP 服务

#98 109 ★

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awesomer-huijts/rijksmuseum-mcp

📇 ☁️ - Search artworks and get details and collections via the Rijksmuseum APIMCP 服务

#99 72 ★

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awesomesamuelgursky/davinci-resolve-mcp

🐍 - DaVinci Resolve integration for video editing, color grading, media management and project controlMCP 服务

#100 3,574 ★

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