Automation & Workflows MCP Servers
127 servers for automation & workflows — ranked by real GitHub stars, refreshed continuously, never faked.
# MCP Server Stars
1 
Reactive Resume amruthpillai/reactive-resume Free open-source resume builder with remote MCP tools for resumes and job applications. 39k ★ 2 
CUA MCP Server trycua/cua Enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS. 20k ★ 3 
Unity coplaydev/unity-mcp Allow MCP clients to perform Unity Editor actions. 13k ★ 4 
Container Use dagger/container-use Provides containerized development environments that persist state across interactions through git-based storage and Dagger's cont 3.9k ★ 5 
Unity ivanmurzak/unity-mcp Server + Plugin for Unity Editor and Unity game. The Plugin allows to connect to MCP clients like Claude Desktop or others. 3.5k ★ 6 
Open Computer Use ifuryst/open-codex-computer-use Cross-platform computer automation MCP server using accessibility APIs, supporting macOS, Linux, and Windows. 1.5k ★ 7 
HiMarket higress-group/himarket Enterprise marketplace platform for packaging, publishing, and managing AI assets like Model APIs and MCP Servers with developer o 1.2k ★ 8 
Loki Mode asklokesh/loki-mode Autonomous spec-to-product coding-agent CLI with stdio tools for product-building workflows. 1k ★ 9 
Next.js DevTools vercel/next-devtools-mcp Development tools and runtime diagnostics for Next.js projects 789 ★ 10 
Feishu/Lark larksuite/lark-openapi-mcp Integrates with Feishu/Lark's collaboration suite, enabling AI assistants to interact with productivity tools through the official 770 ★ 11 
OpenAPI Link automation-ai-labs/mcp-link Transforms OpenAPI specifications into tool endpoints, enabling seamless interaction with any API described in OpenAPI format with 617 ★ 12 
Todoist doist/todoist-mcp Official task management integration for organizing work and life 524 ★ 13 
Vibe Check pv-bhat/vibe-check-mcp-server The definitive Vibe Coder's sanity check MCP server: Upgrade your agent with self-aware oversight. 496 ★ 14 
RUV Swarm ruvnet/ruv-fann Distributed neural network swarm orchestration with ephemeral intelligence and multi-agent coordination 370 ★ 15 
Aider disler/aider-mcp-server Aider MCP Server offloads AI coding tasks to Aider's specialized implementation, reducing costs and enhancing development efficien 302 ★ 16 
TickTick jacepark12/ticktick-mcp Integrates with TickTick task management API for creating, reading, updating, and deleting tasks and projects with OAuth2 authenti 297 ★ 17 
Dify yanxingliu/dify-mcp-server Integrates with the Dify API to enable workflow execution and management for automated task processing and decision making across 278 ★ 18 
Overseer dmmulroy/overseer Task orchestration system that creates hierarchical milestone-task-subtask structures with inherited context and learnings, automa 220 ★ 19 
Siri Shortcuts dvcrn/mcp-server-siri-shortcuts Integrates with macOS Shortcuts to dynamically expose and execute user-defined automation workflows through generated tools. 190 ★ 20 
Codex CLI cexll/codex-mcp-server Bridges OpenAI's Codex CLI with structured command execution, brainstorming sessions, and chunked response delivery for code analy 177 ★ 21 
Cleo kryptobaseddev/cleo Task management protocol for solo developers and AI coding agents with CQRS pattern. 158 ★ 22 
Calculator githejie/mcp-server-calculator Provides a secure mathematical expression evaluation service using Python's AST module for basic operations without relying on eva 153 ★ 23 
Taskade taskade/mcp Integrates with Taskade's API to manage projects, tasks, and workspaces with support for task assignment, date management, and fol 152 ★ 24 
ARC-1 arc-mcp/arc-1 MCP server for SAP ABAP systems — read, navigate, and execute ABAP code from AI agents. 141 ★ 25 
iPhone Mirroir jfarcand/mirroir-mcp Controls a real iPhone through macOS iPhone Mirroring with screenshot, tap, swipe, type, and OCR capabilities. 131 ★ 26 
Avrotize clemensv/avrotize Schema conversion and schema-driven code generation across formats. 126 ★ 27 
EvalView hidai25/eval-view Regression testing for AI agents with golden baselines, CI/CD integration, and multi-framework support. 123 ★ 28 
Roblox Studio Runtime chrrxs/robloxstudio-mcp Controls and debugs live Roblox Studio sessions from local assistant workflows. 114 ★ 29 
OBS Studio royshil/obs-mcp Enables control of OBS Studio through WebSocket protocol, allowing scene management, source control, streaming operations, and tra 103 ★ 30 
Context Engine melonelish/context-engine Compresses noisy logs, RAG results, and code context into high-signal input for AI agents. 98 ★ 31 
Coze Workflows danielcy/coze-mcp-for-openclaw Bridges Coze workflow automation with MCP clients for listing, executing, and managing Coze workflows through conversational inter 97 ★ 32 
Trace nikolai-vysotskyi/trace-mcp Framework-aware code intelligence MCP server with 44+ tools for code tracing, analysis, and debugging. 94 ★ 33 
Code to Tree micl2e2/code-to-tree Converts source code into Abstract Syntax Tree representations using tree-sitter parsers for multiple programming languages includ 88 ★ 34 
Cocos Creator funplayai/funplay-cocos-mcp Embedded MCP server for Cocos Creator Editor: 89 tools for AI agents to inspect and operate running Cocos projects. 76 ★ 35 
Pexpect mitsuhiko/pexpect-mcp Provides remote process control and debugging capabilities through Python's pexpect library, enabling spawning, interaction with, 74 ★ 36 
AgentOS imran-siddique/agent-os Build and manage policy-compliant AI agents with safety enforcement and compliance checking. 72 ★ 37 
OmniParser openadaptai/omnimcp Provides a robust UI automation framework leveraging advanced computer vision techniques for precise element detection, interactio 72 ★ 38 
TaskQueue chriscarrollsmith/taskqueue-mcp Structured task management system that breaks down complex projects into manageable tasks with progress tracking, user approval ch 71 ★ 39 
Ntfy Push Notifications gitmotion/ntfy-me-mcp Enables sending push notifications through the ntfy service with customizable titles, summaries, priority levels, and tags for ale 70 ★ 40 
JMeter qainsights/jmeter-mcp-server Enables natural language execution of JMeter performance tests in both GUI and non-GUI modes, returning detailed results for autom 69 ★ 41 
Keynote easychen/keynote-mcp Automates Keynote presentation creation and management through AppleScript integration, enabling slide manipulation, content inser 67 ★ 42 
Brainstorm spranab/brainstorm-mcp Multi-model orchestration for debates and code reviews across GPT, Gemini, DeepSeek, and Claude with synthesis. 66 ★ 43 
Dify Workflow hjlarry/dify-plugin-mcp_server Transforms Dify workflow applications into function-enabled endpoints, allowing AI tools to interact with custom functions through 66 ★ 44 
Multi-CLI osanoai/multicli Bridges Claude, Gemini, Codex, and OpenCode AI CLIs so each can call the others as tools for cross-model collaboration. 65 ★ 45 
mcp2cli makabakaxy/mcp2cli Converts MCP servers into CLI tools and AI agent skills with 97% token reduction. 63 ★ 46 
GitLab yoda-digital/mcp-gitlab-server GitLab MCP Server provides robust integration with the GitLab API, enabling developers to interact with repositories, issues, merg 60 ★ 47 
YIUI Unity lishengyang-yiyi/yiui-unitymcp AI-driven Unity Editor automation with CLI-first workflows and compilation control. 58 ★ 48 
Vapi vapiai/mcp-server Integrates with Vapi's AI voice calling platform to manage voice assistants, phone numbers, and outbound calls with scheduling sup 56 ★ 49 
gotoHuman gotohuman/gotohuman-mcp-server Enables AI agents to request human reviews through the gotoHuman platform, creating asynchronous workflows for content approval an 53 ★ 50 
ServiceNow happy-technologies-llc/happy-platform-mcp Multi-instance ServiceNow integration with intelligent schema discovery 51 ★ 51 
Ansys Workbench hongwenwang36-eng/ansys-workbench-mcp Automates Ansys Workbench, Mechanical, and MAPDL simulation workflows through scripted journals and batch processing via MCP tools 51 ★ 52 
Okta okta/okta-mcp-server Identity and access management automation for Okta systems 50 ★ 53 
Huly dearlordylord/huly-mcp Connects to the Huly project management platform for task and issue tracking. 44 ★ 54 
OmniFocus vitalyrodnenko/omnifocusmcp Gives AI assistants full control over OmniFocus on macOS with 45 tools covering tasks, projects, tags, folders, perspectives, fore 41 ★ 55 
Outlook Calendar merajmehrabi/outlook_calendar_mcp Integrates with Microsoft Outlook Calendar to enable event management, scheduling, and attendee status updates for enhanced produc 40 ★ 56 
ArcGIS Pro nicogis/mcp-server-arcgis-pro-addin Bridges ArcGIS Pro desktop GIS software through a .NET add-in and IPC communication to enable spatial analysis, map creation, and 40 ★ 57 
Godot GDScript Diagnostics ryanmazzolini/minimal-godot-mcp Connects directly to Godot's Language Server Protocol to provide real-time GDScript syntax validation and error detection without 37 ★ 58 
Gocode alleybo55/gocode Claude Code reimplemented in Go as a fast AI coding agent runtime with MCP server support. 37 ★ 59 
Galaxy galaxyproject/galaxy-mcp Connect to the Galaxy bioinformatics platform to execute tools and manage workflows. 35 ★ 60 
Currency Conversion wesbos/currency-conversion-mcp Provides real-time currency conversion capabilities by fetching current exchange rates from currency APIs, enabling financial calc 35 ★ 61 
Proletariat CLI chrismcdermut/proletariat Agent orchestration platform with multi-agent spawning, tickets, boards, and workflows. 34 ★ 62 
Meta-Prompting tisu19021997/meta-prompt-mcp-server Transforms language models into dynamic multi-agent systems where the model alternates between a Conductor role that breaks down c 34 ★ 63 
Roslyn CodeLens marcelroozekrans/roslyn-codelens-mcp Roslyn-based semantic code intelligence for .NET codebases with type hierarchy, call graph, and dependency injection analysis. 33 ★ 64 
macOS UI Automation mb-dev/macos-ui-automation-mcp Enables desktop automation on macOS through native accessibility APIs for clicking UI elements, typing text, taking screenshots, a 32 ★ 65 
Desktop Automation tanob/mcp-desktop-automation Enables desktop automation with RobotJS for screen capture, keyboard input, and mouse control, allowing direct interaction with de 31 ★ 66 
OpenSTAAD bentleysystems/openstaad-mcp MCP server for Bentley STAAD.Pro structural analysis software via the OpenSTAAD API. 30 ★ 67 
AgentGate agentkitai/agentgate Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve. 29 ★ 68 
Kage kage-core/kage Persistent memory for coding agents — store, retrieve, and query project context across sessions. 28 ★ 69 
Prismatic Prism prismatic-io/prism-mcp Local MCP server that wraps Prismatic's Prism CLI tool for code-native integration and custom component development. 26 ★ 70 
1C Platform Tools yellow-hammer/mcp-1c-platform-tools Bridge between AI assistants and 1C:Enterprise platform via the 1c-platform-tools VS Code extension. 25 ★ 71 k6 Load Testing qainsights/k6-mcp-server Enables natural language-driven k6 load testing with configurable parameters for duration and virtual user count, bridging convers 25 ★ 72 
WPF Buddy lysiuchenko/wpf-buddy-mcp 200+ tools for WPF desktop app automation, semantic UI testing, accessibility auditing, and diagnostics via UI Automation. 25 ★ 73 
AgentBridge seanfdz/agentbridge Control Classic Mac OS (System 7–9) from AI agents via shared folder protocol. 23 ★ 74 
Code Mode hoangnb24/mcp-code-mode Sandboxed Python code execution with DSpy-powered reasoning that orchestrates external tools through generated code, featuring con 23 ★ 75 Godot funplayai/funplay-godot-mcp MCP server for Godot Engine: 120+ tools for AI agents to control scenes, scripts, and game assets in a running Godot project. 22 ★ 76 
SillyTavern World Book qihuang02/world-book-mcp Create, validate, repair, and export SillyTavern World Book JSON and character card v3 files through a structured workflow. 21 ★ 77 
GitLab rifqi96/mcp-gitlab Integrates with GitLab to enable repository management, code review, CI/CD operations, and project administration through domain-s 21 ★ 78 
Ya-Frida 1shin-7/ya-frida-mcp Comprehensive Frida dynamic instrumentation toolkit with 59 tools for device management, process control, script injection, memory 21 ★ 79 
Keyboard Maestro saihgupr/keyboard-maestro-mcp Automates Keyboard Maestro workflows through AppleScript integration, enabling macro creation, modification, execution, variable m 20 ★ 80 
Clude sebbsssss/clude Cognitive memory system with typed memory categories, differential decay rates, and autonomous dream cycles for persistent AI agen 19 ★ 81 
Context Foundry context-foundry/context-foundry Autonomous build system that orchestrates AI agents through multi-phase development workflows 19 ★ 82 
Goal Story hichana/goalstory-mcp Integrates with Goal Story to enable personal goal management, step-by-step planning, and motivational narrative visualization bas 18 ★ 83 
Imagician flowy11/imagician Provides eight core image editing operations including resizing, format conversion, cropping, compression, rotation, flipping, met 18 ★ 84 
Dataverse XRM jukkan/xrm-mcp Microsoft Dataverse and Dynamics 365 read/write access via the Dataverse Web API v9.2. 18 ★ 85 
dbt CLI mammothgrowth/dbt-cli-mcp Bridges Claude with dbt Core CLI, enabling direct execution of data transformation workflows, model management, and pipeline analy 18 ★ 86 
Folo RSS Reader hyoban/folo-mcp Integrates with Folo RSS reader to enable querying and managing feed subscriptions, retrieving filtered entries, checking unread c 17 ★ 87 
Stats Compass oogunbiyi21/stats-compass-mcp 50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows 17 ★ 88 
ZIP Compression 7gugu/zip-mcp Enables direct file compression and decompression operations using ZIP format through fastMCP and zip.js utilities for efficient f 16 ★ 89 
macOS Computer Use wimi321/macos-computer-use-skill macOS computer use automation with screenshot capture, mouse/keyboard control, app launching, and clipboard access. 16 ★ 90 
Cargo jbr/cargo-mcp Provides safe access to Rust development workflows through whitelisted Cargo commands including check, clippy, test, build, bench, 15 ★ 91 
Claude Octopus xiaolai/claude-octopus Spawn multiple specialized Claude Code agents as MCP servers, each independently configured. 15 ★ 92 
PMLL Memory drqedwards/ppm Persistent key-value context memory with Q-promise deduplication for AI agent tasks. 14 ★ 93 
Bitte AI bitteprotocol/mcp Connects AI assistants to the Bitte AI ecosystem, enabling discovery and execution of specialized agents and tools from the Bitte 14 ★ 94 
PEAC Protocol peacprotocol/peac Portable signed records for agent, API, MCP, and cross-runtime interactions. 13 ★ 95 
Jira & Linear dxheroes/mcp-devtools Integrates with Jira and Linear issue tracking systems to enable retrieval and interaction with tickets directly within conversati 13 ★ 96 
Productboard kenjihikmatullah/productboard-mcp Integrates with the Productboard API to enable access to companies, components, features, and products for enhanced product manage 12 ★ 97 
ratamaha-git n8n automatelab-tech/n8n-mcp Community MCP server for n8n that provides workflow generation, linting, execution diagnosis, and live n8n instance management. 12 ★ 98 
iTerm2 Git Worktree Manager timoconnellaus/claude-code-iterm-worktree-mcp Automates git worktree management with iTerm2 integration, creating isolated feature branches in dedicated terminal sessions and s 12 ★ 99 
SidClaw sidclawhq/platform Governance proxy for MCP servers with policy evaluation, human approval, and audit trails. 12 ★ 100 
Glassbox Framework thebarmaeffect/glassbox Runtime constitutional verification for AI answers: claim reasoning, ECS scoring, red team, and audit trails. 11 ★
Reactive Resume amruthpillai/reactive-resume Free open-source resume builder with remote MCP tools for resumes and job applications. 39k ★ 2 CUA MCP Server trycua/cua Enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS. 20k ★ 3 Unity coplaydev/unity-mcp Allow MCP clients to perform Unity Editor actions. 13k ★ 4 Container Use dagger/container-use Provides containerized development environments that persist state across interactions through git-based storage and Dagger's cont 3.9k ★ 5 Unity ivanmurzak/unity-mcp Server + Plugin for Unity Editor and Unity game. The Plugin allows to connect to MCP clients like Claude Desktop or others. 3.5k ★ 6 Open Computer Use ifuryst/open-codex-computer-use Cross-platform computer automation MCP server using accessibility APIs, supporting macOS, Linux, and Windows. 1.5k ★ 7 HiMarket higress-group/himarket Enterprise marketplace platform for packaging, publishing, and managing AI assets like Model APIs and MCP Servers with developer o 1.2k ★ 8 Loki Mode asklokesh/loki-mode Autonomous spec-to-product coding-agent CLI with stdio tools for product-building workflows. 1k ★ 9 Next.js DevTools vercel/next-devtools-mcp Development tools and runtime diagnostics for Next.js projects 789 ★ 10 Feishu/Lark larksuite/lark-openapi-mcp Integrates with Feishu/Lark's collaboration suite, enabling AI assistants to interact with productivity tools through the official 770 ★ 11 OpenAPI Link automation-ai-labs/mcp-link Transforms OpenAPI specifications into tool endpoints, enabling seamless interaction with any API described in OpenAPI format with 617 ★ 12 Todoist doist/todoist-mcp Official task management integration for organizing work and life 524 ★ 13 Vibe Check pv-bhat/vibe-check-mcp-server The definitive Vibe Coder's sanity check MCP server: Upgrade your agent with self-aware oversight. 496 ★ 14 RUV Swarm ruvnet/ruv-fann Distributed neural network swarm orchestration with ephemeral intelligence and multi-agent coordination 370 ★ 15 Aider disler/aider-mcp-server Aider MCP Server offloads AI coding tasks to Aider's specialized implementation, reducing costs and enhancing development efficien 302 ★ 16 TickTick jacepark12/ticktick-mcp Integrates with TickTick task management API for creating, reading, updating, and deleting tasks and projects with OAuth2 authenti 297 ★ 17 Dify yanxingliu/dify-mcp-server Integrates with the Dify API to enable workflow execution and management for automated task processing and decision making across 278 ★ 18 Overseer dmmulroy/overseer Task orchestration system that creates hierarchical milestone-task-subtask structures with inherited context and learnings, automa 220 ★ 19 Siri Shortcuts dvcrn/mcp-server-siri-shortcuts Integrates with macOS Shortcuts to dynamically expose and execute user-defined automation workflows through generated tools. 190 ★ 20 Codex CLI cexll/codex-mcp-server Bridges OpenAI's Codex CLI with structured command execution, brainstorming sessions, and chunked response delivery for code analy 177 ★ 21 Cleo kryptobaseddev/cleo Task management protocol for solo developers and AI coding agents with CQRS pattern. 158 ★ 22 Calculator githejie/mcp-server-calculator Provides a secure mathematical expression evaluation service using Python's AST module for basic operations without relying on eva 153 ★ 23 Taskade taskade/mcp Integrates with Taskade's API to manage projects, tasks, and workspaces with support for task assignment, date management, and fol 152 ★ 24 ARC-1 arc-mcp/arc-1 MCP server for SAP ABAP systems — read, navigate, and execute ABAP code from AI agents. 141 ★ 25 iPhone Mirroir jfarcand/mirroir-mcp Controls a real iPhone through macOS iPhone Mirroring with screenshot, tap, swipe, type, and OCR capabilities. 131 ★ 26 Avrotize clemensv/avrotize Schema conversion and schema-driven code generation across formats. 126 ★ 27 EvalView hidai25/eval-view Regression testing for AI agents with golden baselines, CI/CD integration, and multi-framework support. 123 ★ 28 Roblox Studio Runtime chrrxs/robloxstudio-mcp Controls and debugs live Roblox Studio sessions from local assistant workflows. 114 ★ 29 OBS Studio royshil/obs-mcp Enables control of OBS Studio through WebSocket protocol, allowing scene management, source control, streaming operations, and tra 103 ★ 30 Context Engine melonelish/context-engine Compresses noisy logs, RAG results, and code context into high-signal input for AI agents. 98 ★ 31 Coze Workflows danielcy/coze-mcp-for-openclaw Bridges Coze workflow automation with MCP clients for listing, executing, and managing Coze workflows through conversational inter 97 ★ 32 Trace nikolai-vysotskyi/trace-mcp Framework-aware code intelligence MCP server with 44+ tools for code tracing, analysis, and debugging. 94 ★ 33 Code to Tree micl2e2/code-to-tree Converts source code into Abstract Syntax Tree representations using tree-sitter parsers for multiple programming languages includ 88 ★ 34 Cocos Creator funplayai/funplay-cocos-mcp Embedded MCP server for Cocos Creator Editor: 89 tools for AI agents to inspect and operate running Cocos projects. 76 ★ 35 Pexpect mitsuhiko/pexpect-mcp Provides remote process control and debugging capabilities through Python's pexpect library, enabling spawning, interaction with, 74 ★ 36 AgentOS imran-siddique/agent-os Build and manage policy-compliant AI agents with safety enforcement and compliance checking. 72 ★ 37 OmniParser openadaptai/omnimcp Provides a robust UI automation framework leveraging advanced computer vision techniques for precise element detection, interactio 72 ★ 38 TaskQueue chriscarrollsmith/taskqueue-mcp Structured task management system that breaks down complex projects into manageable tasks with progress tracking, user approval ch 71 ★ 39 Ntfy Push Notifications gitmotion/ntfy-me-mcp Enables sending push notifications through the ntfy service with customizable titles, summaries, priority levels, and tags for ale 70 ★ 40 JMeter qainsights/jmeter-mcp-server Enables natural language execution of JMeter performance tests in both GUI and non-GUI modes, returning detailed results for autom 69 ★ 41 Keynote easychen/keynote-mcp Automates Keynote presentation creation and management through AppleScript integration, enabling slide manipulation, content inser 67 ★ 42 Brainstorm spranab/brainstorm-mcp Multi-model orchestration for debates and code reviews across GPT, Gemini, DeepSeek, and Claude with synthesis. 66 ★ 43 Dify Workflow hjlarry/dify-plugin-mcp_server Transforms Dify workflow applications into function-enabled endpoints, allowing AI tools to interact with custom functions through 66 ★ 44 Multi-CLI osanoai/multicli Bridges Claude, Gemini, Codex, and OpenCode AI CLIs so each can call the others as tools for cross-model collaboration. 65 ★ 45 mcp2cli makabakaxy/mcp2cli Converts MCP servers into CLI tools and AI agent skills with 97% token reduction. 63 ★ 46 GitLab yoda-digital/mcp-gitlab-server GitLab MCP Server provides robust integration with the GitLab API, enabling developers to interact with repositories, issues, merg 60 ★ 47 YIUI Unity lishengyang-yiyi/yiui-unitymcp AI-driven Unity Editor automation with CLI-first workflows and compilation control. 58 ★ 48 Vapi vapiai/mcp-server Integrates with Vapi's AI voice calling platform to manage voice assistants, phone numbers, and outbound calls with scheduling sup 56 ★ 49 gotoHuman gotohuman/gotohuman-mcp-server Enables AI agents to request human reviews through the gotoHuman platform, creating asynchronous workflows for content approval an 53 ★ 50 ServiceNow happy-technologies-llc/happy-platform-mcp Multi-instance ServiceNow integration with intelligent schema discovery 51 ★ 51 Ansys Workbench hongwenwang36-eng/ansys-workbench-mcp Automates Ansys Workbench, Mechanical, and MAPDL simulation workflows through scripted journals and batch processing via MCP tools 51 ★ 52 Okta okta/okta-mcp-server Identity and access management automation for Okta systems 50 ★ 53 Huly dearlordylord/huly-mcp Connects to the Huly project management platform for task and issue tracking. 44 ★ 54 OmniFocus vitalyrodnenko/omnifocusmcp Gives AI assistants full control over OmniFocus on macOS with 45 tools covering tasks, projects, tags, folders, perspectives, fore 41 ★ 55 Outlook Calendar merajmehrabi/outlook_calendar_mcp Integrates with Microsoft Outlook Calendar to enable event management, scheduling, and attendee status updates for enhanced produc 40 ★ 56 ArcGIS Pro nicogis/mcp-server-arcgis-pro-addin Bridges ArcGIS Pro desktop GIS software through a .NET add-in and IPC communication to enable spatial analysis, map creation, and 40 ★ 57 Godot GDScript Diagnostics ryanmazzolini/minimal-godot-mcp Connects directly to Godot's Language Server Protocol to provide real-time GDScript syntax validation and error detection without 37 ★ 58 Gocode alleybo55/gocode Claude Code reimplemented in Go as a fast AI coding agent runtime with MCP server support. 37 ★ 59 Galaxy galaxyproject/galaxy-mcp Connect to the Galaxy bioinformatics platform to execute tools and manage workflows. 35 ★ 60 Currency Conversion wesbos/currency-conversion-mcp Provides real-time currency conversion capabilities by fetching current exchange rates from currency APIs, enabling financial calc 35 ★ 61 Proletariat CLI chrismcdermut/proletariat Agent orchestration platform with multi-agent spawning, tickets, boards, and workflows. 34 ★ 62 Meta-Prompting tisu19021997/meta-prompt-mcp-server Transforms language models into dynamic multi-agent systems where the model alternates between a Conductor role that breaks down c 34 ★ 63 Roslyn CodeLens marcelroozekrans/roslyn-codelens-mcp Roslyn-based semantic code intelligence for .NET codebases with type hierarchy, call graph, and dependency injection analysis. 33 ★ 64 macOS UI Automation mb-dev/macos-ui-automation-mcp Enables desktop automation on macOS through native accessibility APIs for clicking UI elements, typing text, taking screenshots, a 32 ★ 65 Desktop Automation tanob/mcp-desktop-automation Enables desktop automation with RobotJS for screen capture, keyboard input, and mouse control, allowing direct interaction with de 31 ★ 66 OpenSTAAD bentleysystems/openstaad-mcp MCP server for Bentley STAAD.Pro structural analysis software via the OpenSTAAD API. 30 ★ 67 AgentGate agentkitai/agentgate Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve. 29 ★ 68 Kage kage-core/kage Persistent memory for coding agents — store, retrieve, and query project context across sessions. 28 ★ 69 Prismatic Prism prismatic-io/prism-mcp Local MCP server that wraps Prismatic's Prism CLI tool for code-native integration and custom component development. 26 ★ 70 1C Platform Tools yellow-hammer/mcp-1c-platform-tools Bridge between AI assistants and 1C:Enterprise platform via the 1c-platform-tools VS Code extension. 25 ★ 71 k6 Load Testing qainsights/k6-mcp-server Enables natural language-driven k6 load testing with configurable parameters for duration and virtual user count, bridging convers 25 ★ 72 WPF Buddy lysiuchenko/wpf-buddy-mcp 200+ tools for WPF desktop app automation, semantic UI testing, accessibility auditing, and diagnostics via UI Automation. 25 ★ 73 AgentBridge seanfdz/agentbridge Control Classic Mac OS (System 7–9) from AI agents via shared folder protocol. 23 ★ 74 Code Mode hoangnb24/mcp-code-mode Sandboxed Python code execution with DSpy-powered reasoning that orchestrates external tools through generated code, featuring con 23 ★ 75 Godot funplayai/funplay-godot-mcp MCP server for Godot Engine: 120+ tools for AI agents to control scenes, scripts, and game assets in a running Godot project. 22 ★ 76 SillyTavern World Book qihuang02/world-book-mcp Create, validate, repair, and export SillyTavern World Book JSON and character card v3 files through a structured workflow. 21 ★ 77 GitLab rifqi96/mcp-gitlab Integrates with GitLab to enable repository management, code review, CI/CD operations, and project administration through domain-s 21 ★ 78 Ya-Frida 1shin-7/ya-frida-mcp Comprehensive Frida dynamic instrumentation toolkit with 59 tools for device management, process control, script injection, memory 21 ★ 79 Keyboard Maestro saihgupr/keyboard-maestro-mcp Automates Keyboard Maestro workflows through AppleScript integration, enabling macro creation, modification, execution, variable m 20 ★ 80 Clude sebbsssss/clude Cognitive memory system with typed memory categories, differential decay rates, and autonomous dream cycles for persistent AI agen 19 ★ 81 Context Foundry context-foundry/context-foundry Autonomous build system that orchestrates AI agents through multi-phase development workflows 19 ★ 82 Goal Story hichana/goalstory-mcp Integrates with Goal Story to enable personal goal management, step-by-step planning, and motivational narrative visualization bas 18 ★ 83 Imagician flowy11/imagician Provides eight core image editing operations including resizing, format conversion, cropping, compression, rotation, flipping, met 18 ★ 84 Dataverse XRM jukkan/xrm-mcp Microsoft Dataverse and Dynamics 365 read/write access via the Dataverse Web API v9.2. 18 ★ 85 dbt CLI mammothgrowth/dbt-cli-mcp Bridges Claude with dbt Core CLI, enabling direct execution of data transformation workflows, model management, and pipeline analy 18 ★ 86 Folo RSS Reader hyoban/folo-mcp Integrates with Folo RSS reader to enable querying and managing feed subscriptions, retrieving filtered entries, checking unread c 17 ★ 87 Stats Compass oogunbiyi21/stats-compass-mcp 50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows 17 ★ 88 ZIP Compression 7gugu/zip-mcp Enables direct file compression and decompression operations using ZIP format through fastMCP and zip.js utilities for efficient f 16 ★ 89 macOS Computer Use wimi321/macos-computer-use-skill macOS computer use automation with screenshot capture, mouse/keyboard control, app launching, and clipboard access. 16 ★ 90 Cargo jbr/cargo-mcp Provides safe access to Rust development workflows through whitelisted Cargo commands including check, clippy, test, build, bench, 15 ★ 91 Claude Octopus xiaolai/claude-octopus Spawn multiple specialized Claude Code agents as MCP servers, each independently configured. 15 ★ 92 PMLL Memory drqedwards/ppm Persistent key-value context memory with Q-promise deduplication for AI agent tasks. 14 ★ 93 Bitte AI bitteprotocol/mcp Connects AI assistants to the Bitte AI ecosystem, enabling discovery and execution of specialized agents and tools from the Bitte 14 ★ 94 PEAC Protocol peacprotocol/peac Portable signed records for agent, API, MCP, and cross-runtime interactions. 13 ★ 95 Jira & Linear dxheroes/mcp-devtools Integrates with Jira and Linear issue tracking systems to enable retrieval and interaction with tickets directly within conversati 13 ★ 96 Productboard kenjihikmatullah/productboard-mcp Integrates with the Productboard API to enable access to companies, components, features, and products for enhanced product manage 12 ★ 97 ratamaha-git n8n automatelab-tech/n8n-mcp Community MCP server for n8n that provides workflow generation, linting, execution diagnosis, and live n8n instance management. 12 ★ 98 iTerm2 Git Worktree Manager timoconnellaus/claude-code-iterm-worktree-mcp Automates git worktree management with iTerm2 integration, creating isolated feature branches in dedicated terminal sessions and s 12 ★ 99 SidClaw sidclawhq/platform Governance proxy for MCP servers with policy evaluation, human approval, and audit trails. 12 ★ 100 Glassbox Framework thebarmaeffect/glassbox Runtime constitutional verification for AI answers: claim reasoning, ECS scoring, red team, and audit trails. 11 ★ Showing the top 100 of 127 — browse and filter all mcp servers.
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Frequently asked questions
What are the best automation & workflows servers for coding agents?
Ranked by GitHub stars, the current top automation & workflows servers are: Reactive Resume (39k ★), CUA MCP Server (20k ★), Unity (13k ★), Container Use (3.9k ★), Unity (3.5k ★).
How do I install a automation & workflows mcp server?
Add the server to your MCP client — for example: claude mcp add --transport http amruthpillai-reactive-resume https://rxresu.me/mcp. Every MCP server page shows its exact install command.
How many automation & workflows servers are listed here?
127 automation & workflows servers are currently tracked, with metrics (stars, downloads, last-update dates) sourced from GitHub and package registries and refreshed continuously.