Model Finder
Find the cheapest AI model that passes your tests: audit repo models, build evals, routing, sizing
Servidor MCP · de indigloo.co
Resumo
Model Finder é um servidor MCP publicado por indigloo.co. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). A última mudança que registramos foi em 2026-10-20. Conforme nossa passagem pelos marketplaces em 2026-10-21.
O que pede
- Roda na sua máquina
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 local: pacote PyPI
Gerado a partir do que Official MCP Registry declara.
claude mcp add --transport stdio model-finder -- uvx model-finder-mcp[mcp_servers.model-finder]
command = "uvx"
args = ["model-finder-mcp"]{
"mcpServers": {
"model-finder": {
"command": "uvx",
"args": [
"model-finder-mcp"
]
}
}
}Onde está publicado
| Marketplace | Status | Versão | Números | Verificado | Visto pela primeira vez |
|---|---|---|---|---|---|
| Official MCP Registry (Abrir o registro) | Listado | 1.3.5 | Forks (GitHub): 1 Estrelas (GitHub): 3 |
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.
Como os números mudaram
- 2026-10-201
- 2026-10-211
- 2026-10-203
- 2026-10-213
Cada ponto é um dia em que lemos um número diferente; os trechos planos são dias em que o número não mudou. Números de marketplaces diferentes nunca são somados.
O que mudou
- Passou a ser um produto que acompanhamos
- Official MCP Registry: apareceu
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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Find AI models that fit a job from your requirements, sourced benchmarks and real cost.
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Cost-optimized LLM model routing recommendations for autonomous AI agents
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llmtest-mcp io.github.tjacquesson/llmtest-mcp
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ToolDrift: Current AI model pricing and which models coding tools route to.
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modelglass io.github.Modelglass/modelglass
Sourced AI-model pricing and capability data — compare and route to the cheapest capable model.
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One key, every model: measured scores and live prices, routed per request to the cheapest fit.
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Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.
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toolroute io.github.grossiweb/toolroute
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.
Plugins semelhantes por marketplace
A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?
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agent-discover io.github.keshrath/agent-discover
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DataRobot Agent Skills - Agentic skills for DataRobot enterprise AI and ML workflows. Covers model training, deployment, predictions, feature engineering, monitoring…
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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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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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Agent Skills for Together AI platform — inference, training, embeddings, audio, video, images, function calling, and infrastructure. Covers serverless chat completions…
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Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.
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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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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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Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
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Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.
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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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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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Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.
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Cut LLM API spend via model routing, prompt caching, prompt compression, and per-feature cost observability. Use when AI costs are too high, choosing between models, or launching…
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Build high-quality MCP servers for LLM integrations
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Selects the optimal LLM model and provider for each task based on complexity, cost budget, and capability requirements. Routes cheap tasks to Haiku/GPT-4o-mini and complex tasks…
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The Weckr cost and margin toolkit for your AI assistant: integrate the SDK, look up current LLM token prices, estimate what an AI feature costs per user before you ship, and audit…
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Route text, image, video, and audio tasks to 20+ AI providers with smart routing, budget control, and multi-step orchestration
Listado em Copilot CLI: github/awesome-copilot (5)
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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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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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Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
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Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot
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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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Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.
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Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
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mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
Listado em Cursor: cursor/plugins (5)
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Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
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Iterative self-referential AI loops using the Ralph Wiggum technique.
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Build apps, scripts, and automations with the TypeScript SDK.
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Let Grok Bot reach MCP servers on your private Tailscale network. On your own tailnet it joins as one tag:grokbot device; on your team's company tailnet, turned on by a team…
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Consult a stronger model before major decisions, when stuck, and before declaring done.
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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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Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
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The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
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A universal MCP (Model Context Protocol) server to integrate any API with Claude Desktop using only Docker configurations.
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Find AI models that fit a job from your requirements, sourced benchmarks and real cost.
-
Cost-optimized LLM model routing recommendations for autonomous AI agents
-
Discover, shortlist, compare, cost-model, and live-test 300+ AI models from your editor
-
Find the right AI model for your job. Free discovery and ranking; tests on your own key.
-
llmtest-mcp io.github.tjacquesson/llmtest-mcp
Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models.
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gitmem io.github.gitmem-dev/gitmem
Persistent institutional memory for AI coding agents. Memory that compounds.
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Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
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One workspace for every AI coding assistant. Shared tasks, memory, and governance.
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easytable-mcp io.github.chrischall/easytable-mcp
easyTable restaurant reservations for Claude — availability, and create/modify/cancel bookings
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homes-mcp io.github.chrischall/homes-mcp
homes.com real-estate for Claude — search, property details, photos, compare, mortgage math
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.