awesome-devops-mcp-servers
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
https://github.com/rohitg00/awesome-devops-mcp-servers
Last synced: 3 days ago
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Related Resources
- awesome - Awesome lists about all kinds of interesting topics.
- awesome - Awesome lists about all kinds of interesting topics.
- awesome-mcp-clients - A list of MCP clients.
- awesome-mcp-clients - A list of MCP clients.
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Cloud Infrastructure
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ποΈ Infrastructure as Code
- dulltz/mcp-server-hcp-terraform - MCP server for working with HashiCorp Cloud Platform (HCP) Terraform, enabling AI assistants to interact with Terraform Cloud resources.
- dulltz/mcp-server-hcp-terraform - MCP server for working with HashiCorp Cloud Platform (HCP) Terraform, enabling AI assistants to interact with Terraform Cloud resources.
- guilhermeyoshida/mcp-terraform-assistant - An MCP server for managing infrastructure as code using Terraform.
- jashkahar/Terraform-MCP-Server - This project provides an MCP server that exposes Terraform infrastructure-as-code operations through natural language.
- guilhermeyoshida/mcp-terraform-assistant - An MCP server for managing infrastructure as code using Terraform.
- jashkahar/Terraform-MCP-Server - This project provides an MCP server that exposes Terraform infrastructure-as-code operations through natural language.
- severity1/terraform-cloud-mcp - A Model Context Protocol server that integrates AI assistants with the Terraform Cloud API, allowing you to manage your infrastructure.
- nwiizo/tfmcp - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
- pulumi/mcp-server - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
- thrash888/terraform-mcp-server - Terraform Registry MCP Server for interacting with Terraform registries.
- nwiizo/tfmcp - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
- pulumi/mcp-server - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
- severity1/terraform-cloud-mcp - A Model Context Protocol server that integrates AI assistants with the Terraform Cloud API, allowing you to manage your infrastructure.
- thrash888/terraform-mcp-server - Terraform Registry MCP Server for interacting with Terraform registries.
- westonplatter/mcp-terraform-python - MCP server to run terraform operations locally.
- stakpak/mcp - MCP Server for interacting, editing and generating code for Terraform, Kubernetes, GithubActions and Dockerfile.
- westonplatter/mcp-terraform-python - MCP server to run terraform operations locally.
- stakpak/mcp - MCP Server for interacting, editing and generating code for Terraform, Kubernetes, GithubActions and Dockerfile.
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π³ Container Orchestration
- rohitg00/kubectl-mcp-server - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
- alexei-led/k8s-mcp-server - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.
- Flux159/mcp-server-kubernetes - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
- manusa/kubernetes-mcp-server - A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.
- portainer/portainer-mcp - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
- strowk/mcp-k8s-go - Kubernetes cluster operations through MCP.
- weibaohui/k8m - Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- weibaohui/kom - Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- manusa/kubernetes-mcp-server - A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster.
- portainer/portainer-mcp - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
- strowk/mcp-k8s-go - Kubernetes cluster operations through MCP.
- weibaohui/k8m - Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- rohitg00/kubectl-mcp-server - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
- alexei-led/k8s-mcp-server - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.
- Flux159/mcp-server-kubernetes - Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
- weibaohui/kom - Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- wenhuwang/mcp-k8s-eye - MCP Server for kubernetes management, and analyze your cluster, application health.
- wenhuwang/mcp-k8s-eye - MCP Server for kubernetes management, and analyze your cluster, application health.
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βοΈ Cloud Providers
- awslabs/mcp - Official AWS MCP server for interacting with AWS services using the Model Context Protocol. Enables AI assistants to manage AWS resources through natural language and programmatic interfaces.
- awslabs/mcp - Official AWS MCP server for interacting with AWS services using the Model Context Protocol. Enables AI assistants to manage AWS resources through natural language and programmatic interfaces.
- alexei-led/aws-mcp-server - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support.
- alexei-led/aws-mcp-server - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support.
- aaronsb/ado-mcp - Azure DevOps MCP Server for integrating AI assistants with Azure DevOps services.
- aaronsb/ado-mcp - Azure DevOps MCP Server for integrating AI assistants with Azure DevOps services.
- erikhoward/adls-mcp-server - MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
- erikhoward/adls-mcp-server - MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
- hardik-id/azure-resource-graph-mcp-server - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
- jdubois/azure-cli-mcp - A wrapper around the Azure CLI command line that allows you to talk directly to Azure.
- hardik-id/azure-resource-graph-mcp-server - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
- jdubois/azure-cli-mcp - A wrapper around the Azure CLI command line that allows you to talk directly to Azure.
- stefanskiasan/azure-devops-mcp-server - MCP Server for Cline to Access Azure DevOps.
- stefanskiasan/azure-devops-mcp-server - MCP Server for Cline to Access Azure DevOps.
- Tiberriver256/mcp-server-azure-devops - Azure DevOps integration for repository management, work items, and pipelines.
- Vortiago/mcp-azure-devops - A Model Context Protocol server enabling AI assistants to interact with Azure DevOps services via Python SDK.
- aliyun/alibaba-cloud-ops-mcp-server - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
- bright8192/esxi-mcp-server - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
- cloudflare/mcp-server-cloudflare - Integration with Cloudflare services including Workers, KV, R2, and D1.
- thunderboltsid/mcp-nutanix - Go-based MCP Server for interfacing with Nutanix Prism Central resources.
- Vortiago/mcp-azure-devops - A Model Context Protocol server enabling AI assistants to interact with Azure DevOps services via Python SDK.
- aliyun/alibaba-cloud-ops-mcp-server - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
- bright8192/esxi-mcp-server - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
- cloudflare/mcp-server-cloudflare - Integration with Cloudflare services including Workers, KV, R2, and D1.
- thunderboltsid/mcp-nutanix - Go-based MCP Server for interfacing with Nutanix Prism Central resources.
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π₯οΈ Command Line
- ferrislucas/iterm-mcp - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
- g0t4/mcp-server-commands - Run any command with `run_command` and `run_script` tools.
- maxim-saplin/mcp_safe_local_python_executor - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
- MladenSU/cli-mcp-server - Command line interface with secure execution and customizable security policies
- OthmaneBlial/term_mcp_deepseek - A DeepSeek MCP-like Server for Terminal
- tumf/mcp-shell-server - A secure shell command execution server implementing the Model Context Protocol (MCP)
- ferrislucas/iterm-mcp - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
- g0t4/mcp-server-commands - Run any command with `run_command` and `run_script` tools.
- maxim-saplin/mcp_safe_local_python_executor - Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
- MladenSU/cli-mcp-server - Command line interface with secure execution and customizable security policies
- OthmaneBlial/term_mcp_deepseek - A DeepSeek MCP-like Server for Terminal
- tumf/mcp-shell-server - A secure shell command execution server implementing the Model Context Protocol (MCP)
- automateyournetwork/pyATS_MCP - Cisco pyATS server enabling structured, model-driven interaction with network devices.
- automateyournetwork/pyATS_MCP - Cisco pyATS server enabling structured, model-driven interaction with network devices.
- wonderwhy-er/DesktopCommanderMCP - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
- wonderwhy-er/DesktopCommanderMCP - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
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π Version Control
- adhikasp/mcp-git-ingest - Read and analyze GitHub repositories with your LLM
- adhikasp/mcp-git-ingest - Read and analyze GitHub repositories with your LLM
- ddukbg/github-enterprise-mcp - MCP server for GitHub Enterprise API integration
- gitea/gitea-mcp - Interactive with Gitea instances with MCP.
- github/github-mcp-server - Official GitHub server for integration with repository management, PRs, issues, and more.
- kopfrechner/gitlab-mr-mcp - Interact seamlessly with issues and merge requests of your GitLab projects.
- modelcontextprotocol/server-git - Direct Git repository operations including reading, searching, and analyzing local repositories
- modelcontextprotocol/server-gitlab - GitLab platform integration for project management and CI/CD operations
- oschina/mcp-gitee - Gitee API integration, repository, issue, and pull request management, and more.
- ddukbg/github-enterprise-mcp - MCP server for GitHub Enterprise API integration
- gitea/gitea-mcp - Interactive with Gitea instances with MCP.
- github/github-mcp-server - Official GitHub server for integration with repository management, PRs, issues, and more.
- kopfrechner/gitlab-mr-mcp - Interact seamlessly with issues and merge requests of your GitLab projects.
- modelcontextprotocol/server-git - Direct Git repository operations including reading, searching, and analyzing local repositories
- modelcontextprotocol/server-gitlab - GitLab platform integration for project management and CI/CD operations
- oschina/mcp-gitee - Gitee API integration, repository, issue, and pull request management, and more.
- Tiberriver256/mcp-server-azure-devops - Azure DevOps integration for repository management, work items, and pipelines.
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π Security
- LaurieWired/GhidraMCP - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.
- 13bm/GhidraMCP - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
- BurtTheCoder/mcp-shodan - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
- BurtTheCoder/mcp-virustotal - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
- fr0gger/MCP_Security - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
- qianniuspace/mcp-security-audit - A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
- semgrep/mcp - Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
- slouchd/cyberchef-api-mcp-server - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
- rad-security/mcp-server - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
- securityfortech/secops-mcp - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
- LaurieWired/GhidraMCP - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.
- 13bm/GhidraMCP - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
- BurtTheCoder/mcp-shodan - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
- BurtTheCoder/mcp-virustotal - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
- fr0gger/MCP_Security - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
- qianniuspace/mcp-security-audit - A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
- semgrep/mcp - Allow AI agents to scan code for security vulnerabilites using [Semgrep](https://semgrep.dev).
- slouchd/cyberchef-api-mcp-server - MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
- rad-security/mcp-server - MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
- securityfortech/secops-mcp - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
- roadwy/cve-search_mcp - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and productγget CVE per CVE-IDγget the last updated CVEs.
- nickpending/mcp-recon - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.
- roadwy/cve-search_mcp - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and productγget CVE per CVE-IDγget the last updated CVEs.
- nickpending/mcp-recon - Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.
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CI/CD & DevOps Pipelines
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π± Mobile CI/CD
- stefanoamorelli/codemagic-mcp - Codemagic CI/CD MCP Server for mobile app CI/CD pipeline management.
- stefanoamorelli/codemagic-mcp - Codemagic CI/CD MCP Server for mobile app CI/CD pipeline management.
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π DevOps Visibility
- SBDI/mcp-devps-hub - MCP server for end-to-end development visibility (Jira, GitHub, CI/CD, etc.).
- Acid-base/FastMCP-Proper - Python MCP server with CI/CD tooling and testability built-in.
- SBDI/mcp-devps-hub - MCP server for end-to-end development visibility (Jira, GitHub, CI/CD, etc.).
- Acid-base/FastMCP-Proper - Python MCP server with CI/CD tooling and testability built-in.
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π Continuous Integration
- Tiberriver256/mcp-server-github-actions - MCP server for interacting with GitHub Actions workflows, enabling AI assistants to manage CI/CD pipelines.
- Tiberriver256/mcp-server-github-actions - MCP server for interacting with GitHub Actions workflows, enabling AI assistants to manage CI/CD pipelines.
- lobehub/mcp-hello-world - A simple Hello World MCP server for CI/CD test.
- lobehub/mcp-hello-world - A simple Hello World MCP server for CI/CD test.
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π¨βπ» Code Execution
- pydantic/pydantic-ai/mcp-run-python - Run Python code in a secure sandbox via MCP tool calls
- pydantic/pydantic-ai/mcp-run-python - Run Python code in a secure sandbox via MCP tool calls
- yepcode/mcp-server-js - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
- yepcode/mcp-server-js - Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
- ckanthony/openapi-mcp - OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
- ckanthony/openapi-mcp - OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
- alfonsograziano/node-code-sandbox-mcp - based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown
- alfonsograziano/node-code-sandbox-mcp - based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown
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π€ Coding Agents
- oraios/serena - A fully-featured coding agent that relies on symbolic code operations by using language servers.
- oraios/serena - A fully-featured coding agent that relies on symbolic code operations by using language servers.
- ezyang/codemcp - Coding agent with basic read, write and command line tools.
- ezyang/codemcp - Coding agent with basic read, write and command line tools.
- doggybee/mcp-server-leetcode - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
- doggybee/mcp-server-leetcode - An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
- jinzcdev/leetcode-mcp-server - MCP server enabling automated access to LeetCode's programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.
- jinzcdev/leetcode-mcp-server - MCP server enabling automated access to LeetCode's programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.
- juehang/vscode-mcp-server - A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.
- juehang/vscode-mcp-server - A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.
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π Aggregators
- julien040/anyquery - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
- metatool-ai/metatool-app - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- mindsdb/mindsdb - Connect and unify data across various platforms and databases with [MindsDB as a single MCP server](https://docs.mindsdb.com/mcp/overview).
- julien040/anyquery - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
- glenngillen/mcpmcp-server - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
- glenngillen/mcpmcp-server - A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
- wegotdocs/open-mcp - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: [https://open-mcp.org](https://open-mcp.org)
- PipedreamHQ/pipedream - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- VeriTeknik/pluggedin-mcp-proxy - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
- wegotdocs/open-mcp - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: [https://open-mcp.org](https://open-mcp.org)
- PipedreamHQ/pipedream - Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
- VeriTeknik/pluggedin-mcp-proxy - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
- tigranbs/mcgravity - A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
- tigranbs/mcgravity - A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
- MetaMCP - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
- WayStation-ai/mcp - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
- sxhxliang/mcp-access-point - Turn a web service into an MCP server in one click without making any code changes.
- WayStation-ai/mcp - Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
- sxhxliang/mcp-access-point - Turn a web service into an MCP server in one click without making any code changes.
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π Browser Automation
- aircodelabs/grasp - Self-hosted browser using agent with built-in MCP and A2A support.
- aircodelabs/grasp - Self-hosted browser using agent with built-in MCP and A2A support.
- Automata-Labs-team/MCP-Server-Playwright - An MCP server for browser automation using Playwright
- Automata-Labs-team/MCP-Server-Playwright - An MCP server for browser automation using Playwright
- blackwhite084/playwright-plus-python-mcp - An MCP python server using Playwright for browser automation, more suitable for llm
- browserbase/mcp-server-browserbase - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
- browsermcp/mcp - Automate your local Chrome browser
- blackwhite084/playwright-plus-python-mcp - An MCP python server using Playwright for browser automation, more suitable for llm
- browserbase/mcp-server-browserbase - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
- browsermcp/mcp - Automate your local Chrome browser
- co-browser/browser-use-mcp-server - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
- co-browser/browser-use-mcp-server - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
- executeautomation/mcp-playwright-server - An MCP server using Playwright for browser automation and webscrapping
- executeautomation/mcp-playwright-server - An MCP server using Playwright for browser automation and webscrapping
- eyalzh/browser-control-mcp - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
- eyalzh/browser-control-mcp - An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
- getrupt/ashra-mcp - Extract structured data from any website. Just prompt and get JSON.
- kimtth/mcp-aoai-web-browsing - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
- getrupt/ashra-mcp - Extract structured data from any website. Just prompt and get JSON.
- kimtth/mcp-aoai-web-browsing - A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
- microsoft/playwright-mcp - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
- modelcontextprotocol/server-puppeteer - Browser automation for web scraping and interaction
- microsoft/playwright-mcp - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
- modelcontextprotocol/server-puppeteer - Browser automation for web scraping and interaction
- ndthanhdev/mcp-browser-kit - An MCP Server for interacting with manifest v2 compatible browsers.
- ndthanhdev/mcp-browser-kit - An MCP Server for interacting with manifest v2 compatible browsers.
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Monitoring & Observability
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π Metrics & Monitoring
- CaesarYangs/prometheus_mcp_server - A Model Context Protocol server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes.
- etruong42/prometheus-mcp - MCP server to connect LLMs with Prometheus HTTP API for metrics querying and analysis.
- loginmqv/mcp-server-prometheus - MCP server for interacting with Prometheus, enabling AI assistants to query and analyze metrics data.
- CaesarYangs/prometheus_mcp_server - A Model Context Protocol server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes.
- etruong42/prometheus-mcp - MCP server to connect LLMs with Prometheus HTTP API for metrics querying and analysis.
- loginmqv/mcp-server-prometheus - MCP server for interacting with Prometheus, enabling AI assistants to query and analyze metrics data.
- pab1it0/prometheus-mcp-server - A Model Context Protocol server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces.
- pab1it0/prometheus-mcp-server - A Model Context Protocol server that enables AI assistants to query and analyze Prometheus metrics through standardized interfaces.
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π Alerting & Notification
- kaznak/alertmanager-mcp - A Model Context Protocol server that integrates with Prometheus Alertmanager for alert management and notification.
- kaznak/alertmanager-mcp - A Model Context Protocol server that integrates with Prometheus Alertmanager for alert management and notification.
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π Application Performance Monitoring
- dynatrace-oss/dynatrace-mcp - MCP server for Dynatrace Observability monitoring, providing AI-powered insights into application performance and infrastructure health.
- last9/last9-mcp-server - Last9 MCP Server for observability and monitoring, providing AI assistants with access to metrics, logs, and traces.
- dynatrace-oss/dynatrace-mcp - MCP server for Dynatrace Observability monitoring, providing AI-powered insights into application performance and infrastructure health.
- last9/last9-mcp-server - Last9 MCP Server for observability and monitoring, providing AI assistants with access to metrics, logs, and traces.
- willibrandon/CursorMCPMonitor - Real-time monitoring tool for Model Context Protocol interactions in Cursor AI editor. Track, analyze, and debug AI context exchanges.
- willibrandon/CursorMCPMonitor - Real-time monitoring tool for Model Context Protocol interactions in Cursor AI editor. Track, analyze, and debug AI context exchanges.
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Project & Service Management
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π« Ticketing Systems
- effytech/freshdesk-mcp - MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
- effytech/freshdesk-mcp - MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
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π Project Management
- nguyenvanduocit/jira-mcp - A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.
- sooperset/mcp-atlassian - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
- nguyenvanduocit/jira-mcp - A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.
- sooperset/mcp-atlassian - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
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Frameworks
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π Project Management
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Programming Languages
Categories
Sub Categories
π Browser Automation
26
βοΈ Cloud Providers
25
π Security
24
π Aggregators
19
π³ Container Orchestration
18
ποΈ Infrastructure as Code
18
π Version Control
17
π₯οΈ Command Line
16
π€ Coding Agents
10
π Project Management
8
π Metrics & Monitoring
8
π¨βπ» Code Execution
8
π Application Performance Monitoring
6
π DevOps Visibility
4
π Continuous Integration
4
π± Mobile CI/CD
2
π Alerting & Notification
2
π« Ticketing Systems
2
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12
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6
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4
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4
github
4
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4
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4
kubectl
4
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4
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4
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3
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2
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2
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2
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2