Looking for something similar to Kestra? We found 20 alternatives in Developer Tools, Cloud & Infrastructure, AI & ML — ranked by trust score so you can pick the best fit.
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
$ pip install mcp-context-forge
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A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-server
$ pip install kubectl-mcp-server
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MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verifica
$ git clone https:\/\/github.com\/Kymo-MCP\/mcpcan
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A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained,
$ git clone https:\/\/github.com\/WagnerAgent\/awesome-mcp-servers-devops
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Build stateful multi-agent applications with LangChain
$ pip install langgraph
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An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions contex
$ pip install mcp-server-code-execution-mode
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Open-source LLM app development platform
$ docker compose up -d
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Microsoft's AI orchestration SDK
$ dotnet add package Microsoft.SemanticKernel
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A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabiliti
$ git clone https:\/\/github.com\/BlackSnufkin\/LitterBox
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Debug your AI agents
$ git clone https:\/\/github.com\/vllora\/vllora
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Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Bui
$ pip install MARM-Systems
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High-precision Python SAST & Dead Code Remover. Finds unused functions, secrets, and security flaws with hybrid static analysis + local LLM agents. Privacy-first & low noise. MCP server for SAST too.
$ pip install skylos
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Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.
$ npx -y pasal
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Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and
$ git clone https:\/\/github.com\/marcuspat\/turbo-flow
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A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
$ git clone https:\/\/github.com\/cortex-works\/cortex-scout
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A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.
$ git clone https:\/\/github.com\/pottekkat\/sandbox-mcp
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This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool
$ pip install mcp_autogen_sse_stdio
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Persistent cloud memory for Ai coding assistants — encrypted at rest. 28 MCP tools: semantic search, auto-learning, task tracking, correction patterns, knowledge graphs, and session replay. Works with
$ npx -y cogmemai-mcp
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MCP server for Outlook email, calendar, and contacts — let your AI assistant manage your inbox directly from the conversation.
$ npx -y outlook-assistant
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ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
$ git clone https:\/\/github.com\/stacklok\/toolhive
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