MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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MCP server to enforce development workflow discipline
npm MIT -
Declarative YAML workflow engine that lets solo AI developers define, run, and monitor multi-agent pipelines without procedural glue or heavyweight orchestration.
MIT -
GitHub Developer, Stargazer & Contributor Lead Enricher ($0.80/1k) — Includes 1-Click n8n Workflow, Make.com Blueprint & Claude MCP Server (https://apify.com/lucacelli/github-developer-recruiter-lead-enricher)
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oak-cigithub.com/goondocks-co/open-agent-kitupdated this year
CLI toolkit for AI-powered development workflows - spec-driven development, RFC/ARC management, and shared conventions across AI coding agents
pypi MIT -
cntxgithub.com/whaleen/cntxupdated this year
File context management tool with web UI and MCP server for AI development workflows - bundle project files for LLM consumption
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Memory and workflow automation for MCP, Codex, and Claude Code. Reuse repeatable developer operations through skills and explicit feedback.
npm MIT -
A deterministic development harness for Claude Code — MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Antigravity/Gemini)
MIT ★ 4 -
Step-by-step guided AI development workflows, architectural decision tracking, and native MCP server for Cursor, Claude, and Copilot.
NOASSERTION ★ 6 -
project-guide-agentgithub.com/anthropics/project-guide-agentupdated this year
Context-aware, memory-driven developer assistant with Jira + Git integration, smart ticket guidance, persistent preferences, and intelligent workflow automation
npm ISC -
An intelligent MCP server for Claude Code that monitors your development patterns and automates Git workflows with smart suggestions
npm MIT -
iOS development ClaudeCode plugin for mindful token and context usage. Contains modular MCPs that group various Xcode/IDB tools based on your current workflow. [deprecated]
MIT ★ 188 -
Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks tasks, accepted decisions, and active blockers to prevent session context bloat and speed up development.
npm MIT ★ 45 -
A modular suite of Model Context Protocol (MCP) servers empowering autonomous AI agents with native tooling for project management, task tracking, developer workflows, and enterprise automation.
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mcp-agentic-sdlcgithub.com/michaelwybraniec/mcp-agentic-sdlcupdated this year
A comprehensive framework for managing software development lifecycle with AI agents, combining structured development processes with intelligent workflow management.
NOASSERTION ★ 10 -
System Query Flow (SysQlow) is an intelligent, self-validating local-first engineering knowledge base MCP server built on Bun, Turso (libSQL), and Gemini to support your AI Context Workflow. Help you to build your second brain in your local personal machine / cloud. [⚠️🚧 IN DEVELOPMENT FOR PERSONAL USE 🚧⚠️]
★ 1 -
devxiragithub.com/abuldev/devxiraupdated this year
MCP server for developer workflows — PR review, daily reports, task management, plugin research
npm MIT -
A Micromanagement Tool for Development Workflows: Helps coding agent plan, track, and visualize sequential development tasks with detailed commit-level granularity. Features interactive visualization, automated status tracking, and structured workflow management.
MIT ★ 12 -
A Python-based GitHub MCP Server that enables AI assistants to interact with GitHub repositories, manage issues, explore codebases, and perform developer workflows through the Model Context Protocol (MCP).
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SwarmTask: Parallel shell command execution via MCP protocol. Submit multiple tasks, get real-time progress. Perfect for system admin & development workflows.
★ 2 -
KGFlowgithub.com/Dying-Ember/KGFlowupdated this year
Knowledge Graph Assisted Development Workflow — Neo4j-based code analysis toolkit with multi-agent orchestration
MIT -
MCP-Servers-for-Full-Stack-Developmentgithub.com/iamqasimali/MCP-Servers-for-Full-Stack-Developmentactive
A comprehensive collection of Model Context Protocol (MCP) servers designed to supercharge your development workflow with Claude Desktop. These servers enable Claude to interact with your databases, Git repositories, APIs, Docker containers, and development tools.
★ 6 -
ai-agent-kitgithub.com/ivannikov-pro/ai-agent-kitupdated this year
🛠️ CLI + MCP server for installing AI agent skills, workflows, and MCP configs. Your personal toolkit for AI-powered development.
MIT -
github-mcp-servergithub.com/0xshariq/github-mcp-serverupdated this year
A Model Context Protocol (MCP) server that provides 29 Git operations + 11 workflow combinations for AI assistants and developers. This server exposes comprehensive Git repository management through a standardized interface, enabling AI models and developers to safely manage complex version control workflows.
★ 10 -
MCP toolkit that gives AI agents a structured spec-driven development workflow
npm MIT -
@exit-zero-labs/runmarkgithub.com/exit-zero-labs/runmarkupdated this year
Repo-native HTTP workflows for developers, scripts, and coding agents via the `runmark` CLI and `runmark mcp` stdio server.
npm MIT -
VS Code extension with Ace Data Cloud MCP servers for music, image, video, search, and developer workflows.
MIT -
MCP server with persistent semantic memory and a structured workflow for disciplined software development.
★ 1 -
@iflow-mcp/xc-mcpgithub.com/conorluddy/xc-mcpupdated this year
MCP server that wraps Xcode command-line tools for iOS/macOS development workflows
npm MIT -
MCP server for AI coding agents — persistent engineering memory, knowledge compounding, and spec-driven development workflows. Part of TRW Framework.
NOASSERTION -
MCP server for managing git worktrees with synchronized branches. Provides tools for creating isolated development environments, tracking changes, and managing collaborative workflows.
npm MIT -
Production-ready MCP server with complete agent integration, multi-transport support, and comprehensive development automation tools for AI-assisted workflows.
npm MIT -
Six MCP servers that automate the full academic research pipeline — from refining a vague research question to generating a publication-ready report. Each server handles a distinct stage of the workflow: question development, data processing, code generation, script execut
MIT ★ 6 -
auto-ppt-enginegithub.com/lijunliu-gh/auto-ppt-engineupdated this year
Open-source PowerPoint generation engine — embeddable by AI agents, enterprises, and developers. MCP + CLI + HTTP. Self-hostable backend for agent workflows, automation, and custom integrations.
AGPL-3.0 ★ 2 -
truss-mcpgithub.com/claw-factory/truss-mcpupdated this year
AI-native developer tools for Claude Code — CLAUDE.md generation, prompt library, workflow builder, and more
npm MIT -
tool-discoverygithub.com/mathonsunday/tool-discoveryupdated this year
MCP server for Cursor IDE that searches GitHub in real-time to find developer tools for your workflow pain points. Returns only validated, actively-maintained tools with 500+ stars.
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tool-discovery-mcpgithub.com/mathonsunday/tool-discoveryupdated this year
MCP server that searches GitHub in real-time to find developer tools for your workflow pain points. Returns only validated, actively-maintained tools with 500+ stars.
npm MIT -
@taxida-community/tesseractgithub.com/taxida-mcp/taxida-mcpupdated this year
Official Taxida MCP server and developer toolkit for cab search, booking, and trip workflows.
npm MIT -
AI-powered development tools. 18 agents, 19 commands, 29 skills, 4 hooks, 1 MCP server for code review, research, design, and workflow automation.
MIT ★ 36 -
@iflow-mcp/github-mcp-servergithub.com/0xshariq/github-mcp-serverupdated this year
A comprehensive Model Context Protocol (MCP) server that provides Git repository management capabilities for AI assistants and automation tools. Includes 29 Git operations + 11 workflow combinations with complete CLI alias system and advanced developer pr
npm ISC -
CoexistAIgithub.com/systemforge05/CoexistAIupdated this year
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.
NOASSERTION -
mcp-server-cli-for-difygithub.com/RubyBlackbird/mcp-server-cli-for-difyupdated this year
Connect your Dify workspace to modern AI tools using this lightweight CLI and MCP server integration. Automate agent interactions, streamline workflow execution, and integrate customized LLM pipelines directly into local development setups and command-line environments.
NOASSERTION ★ 1 -
Developer-assistant Claude Code plugin for the x402 payment protocol — bundled spec corpus, authoring/review workflows, and a non-custodial conformance MCP. The build/learn/verify companion to @x402/mcp.
npm Apache-2.0 -
XC-MCP delivers an intelligent MCP server for Xcode tooling with progressive disclosure and caching to prevent token overflow. It speeds workflows and boosts reliability in development 🐙
★ 5 -
AI-assisted IBM Maximo / MAS 9 Manage development by TheMaximoGuys: every configuration artifact as a file in Git, pulled and deployed through Maximo's REST APIs with the maxdev CLI and MCP server — scripts, workflows, security, integration, KPIs and Operational Dashboards.
MIT -
blinkdeskgithub.com/flaviovs/blinkdeskupdated this year
A lightweight ticketing system for agent orchestration, developers, and command-line workflows.
MIT ★ 1 -
spec-coding-mcpgithub.com/kevinlin/spec-coding-mcpupdated this year
An MCP server that brings AI spec-driven development workflow to any AI-powered IDE besides Kiro
★ 22 -
An MCP (Model Context Protocol) server that provides structured workflow guidance to guide coding agents through a disciplined development process.
MIT ★ 5 -
boost your development with templates inspired by repos on Github. SUPERCHARGED with MCP technology to fit your workflow!
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Enhanced developer toolkit for Google Search Console data analysis and SEO optimization workflows.
MIT -
Open-source MCP server for Google Play developer workflows. Runs locally with your own credentials.
AGPL-3.0 -
cafeasp-netsuite-cli-mcp-servergithub.com/cafeasp/cafeasp-netsuite-cli-mcp-serverupdated this year
NetSuite developer tools — CLI and MCP server for SuiteQL, REST API, and AI workflows
MIT ★ 2 -
Local-first MCP authority layer for safe, bounded computer use and developer workflows.
npm Apache-2.0 -
junai-mcpgithub.com/saajunaid/junaiupdated this year
Agentic pipeline orchestration MCP server — manage pipeline state, modes, and supervision gates for AI-driven software development workflows.
pypi MIT -
AI-powered code toolkit CLI for scaffolding, architecture management, and development workflows
npm AGPL-3.0 -
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.
pypi MIT ★ 17 -
Open-source MCP server for Google Play developer workflows. Runs locally with your own credentials.
AGPL-3.0 -
Security MCP server for agentic development. Powers real-time analysis, package scanning, and custom workflows.
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A MCP for an AI development environment orchestrator that can coordinate complex multi-service workflows, manage dependencies automatically, and provide visual process management.
★ 2 -
A local stdio MCP Server for HuggingFace Model Development Workflows. Includes model uploading, model card editing and more!
★ 1 -
A co-developed project with Dr Khameel (Uni of Nottingham) to build a Self-hosted FEA MCP Server to help Agents to solve structural FEA workflows