AI PM Lab
Learn how AI products work: lessons, model cost comparisons, real experiments, PM guides.
Servidor MCP · de aipmlab.io
Resumo
AI PM Lab é um servidor MCP publicado por aipmlab.io. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). A última mudança que registramos foi em 2026-10-12. Conforme nossa passagem pelos marketplaces em 2026-10-15.
O que pede
- Roda remotamente
Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.
O que declara, pede e executa, por completo
Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.
Funciona com
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
Um link de um clique abre o cliente, que pede confirmação antes de adicionar o servidor.
Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.
Conectar
Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.
Como servidor MCP remoto
Gerado a partir do que Official MCP Registry declara.
claude mcp add --transport http ai-pm-lab https://aipmlab.io/api/mcp[mcp_servers.ai-pm-lab]
url = "https://aipmlab.io/api/mcp"{
"mcpServers": {
"ai-pm-lab": {
"url": "https://aipmlab.io/api/mcp"
}
}
}Onde está publicado
| Marketplace | Status | Versão | Números | Verificado | Visto pela primeira vez |
|---|---|---|---|---|---|
| Official MCP Registry (Abrir o registro) | Listado | 1.2.0 | Nenhum número publicado | Sem marcação |
Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.
O que mudou
- Official MCP Registry: lançou a versão 1.2.0 (antes 1.1.0)
- Official MCP Registry: descrição mudou
- Official MCP Registry: lançou a versão 1.1.0 (antes 1.0.1)
Plugins semelhantes
Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.
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AI tools that run on your own machine: what each does, installs like, and costs.
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AI Briefing MCP — Keep AI models current on industry developments
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Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
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mcp-server io.github.metrxbots/mcp-server
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.
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AI School by Lilly Tech Systems
Search and read 550+ free AI course tracks and 21,000+ lessons, so answers can cite a real lesson.
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abcommunity org.abcommunity/abcommunity
Find the right MCPs, tools and skills for any AI task - discovery over a 14k+ resource catalog.
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anotherai dev.anotherai/anotherai
MCP server for building and testing AI agents with multi-model experimentation and insights.
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data-science-ai-mcp io.github.CSOAI-ORG/data-science-ai-mcp
Data Science Ai MCP Server by MEOK AI Labs
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AI model prices per provider, benchmarks, own AI behavior tests and AI economy data, with sources.
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Set up and improve AI chatbot agents: sources, test answers, weak answers, clients. Studio and up.
Plugins semelhantes por marketplace
A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?
Listado em Claude Code: claude-plugins-community (5)
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vynn-mcp io.github.beee003/vynn-mcp
Self-improving AI workflows with backtesting, prompt optimization, and scheduling
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eu-ai-act-compliance-mcp io.github.CSOAI-ORG/eu-ai-act-compliance-mcp
Eu Ai Act Compliance MCP Server by MEOK AI Labs
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Search, browse, and install MCP servers, agents, skills, prompts, and plugins from the conduitAI catalog — directly from Claude Code.
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mcp
The Microsoft Learn MCP Server enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official…
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Cloud cost + FinOps knowledge for AI agents: AWS/Azure/GCP optimisation, AI spend, waste playbooks.
Listado em Claude Code: claude-plugins-official (5)
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firebase-mcp io.github.firebase/firebase-mcp
Gives AI development tools Firebase-specific capabilities and expertise.
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Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
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Build, train, and deploy AI models with deep AWS AI/ML expertise brought directly into your coding assistants, covering the surface area of Amazon SageMaker AI.
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mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
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Skills for tracing, evaluating, and improving AI agents with MLflow. Supports the full agent improvement loop: instrument → trace → evaluate → iterate → validate.
Listado em Claude: knowledge-work-plugins (5)
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Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
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DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…
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AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
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Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
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A suite of agent skills for the full GrowthBook feature flag and experimentation lifecycle.
Listado em Codex: openai-curated (openai/plugins) (5)
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Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
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Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
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Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
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The Product Design plugin is built for turning early ideas into prototypes teams can review. It starts design and build work by confirming the brief, then helps teams explore…
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CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…
Listado em Community GitHub marketplaces (5)
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ai-supply io.github.ai-supply-store/ai-supply
Search, install, publish & review security-scanned AI capabilities from ai-supply.store.
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ai-architect-mcp-spec io.github.cdeust/ai-architect-mcp-spec
PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools.
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codeweb io.github.GhostlyGawd/codeweb
See what your AI edits affect. Structural checks for AI code changes. 28 MCP tools, no LLM.
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Automated AI research toolkit: hypothesis generation, experiments, and paper writing
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Git-native content governance for AI agents — 27 deterministic MCP tools over stdio and HTTP.
Listado em Copilot CLI: github/awesome-copilot (5)
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Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
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Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.
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MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design…
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Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
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Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
Listado em Copilot CLI: github/copilot-plugins (5)
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Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
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model-apps
Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
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mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
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Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
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Complete bundle: all Microsoft Skills for Fabric for developers and consumers.
Listado em Cursor: cursor/plugins (5)
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Consult a stronger model before major decisions, when stuck, and before declaring done.
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Iterative self-referential AI loops using the Ralph Wiggum technique.
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Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.
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Skill mapping, practice plans, and learning retrospectives.
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Inspect and manage feature gates, experiments, dynamic configs, and metrics.
Listado em Docker MCP Catalog (5)
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Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.
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Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
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Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.
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buildkite-mcp-server io.github.buildkite/buildkite-mcp-server
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.
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Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
Listado em Official MCP Registry (5)
-
AI tools that run on your own machine: what each does, installs like, and costs.
-
AI Briefing MCP — Keep AI models current on industry developments
-
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
-
mcp-server io.github.metrxbots/mcp-server
Track AI agent costs, detect waste, optimize models, and prove ROI. 23 MCP tools across 10 domains.
-
AI School by Lilly Tech Systems
Search and read 550+ free AI course tracks and 21,000+ lessons, so answers can cite a real lesson.
Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.
Quer esta marca no seu plugin em nosso catálogo?
Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação
Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.
Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.