StackGuide MCP Server

Dynamic context + active engineering workflow for AI coding assistants in Cursor, VS Code, and other MCP clients.

What It Does

@stackguide/mcp-server helps teams standardize implementation quality with:

• project-aware rule/context loading

• code review and health scoring

• auto-detected setup and stack scaffolding

• active agent workflow that executes real work (intake, plan, verify, release)

• adaptive TDD preferences per project (model + token profile)

• Jira ticket creation from strict MAIN DESCRIPTION templates

• tracker + VCS + test orchestration for delivery flow

This server is built for real team usage, not just prompt templates.

Related MCP server: Mimir

What's New In v4.x

• Added active agent tool (execution-first workflow).

• init now generates .stackguide/config.json automatically.

• Added tracker service support for GitHub, GitLab, and Jira.

• Added VCS service for branch checks, commit parsing, CI status, and PR/MR creation.

• Added test runner service for structured test/lint/build execution.

• Updated TDD prompts to use active tool calls instead of large passive markdown payloads.

• Hardened local persistence:

  • .stackguide artifacts removed from version control

  • repository guard blocks accidental tracking of local artifacts

  • cache and health history include integrity validation and safer writes

Install By IDE

Cursor

• File (workspace): .cursor/mcp.json

• File (global): ~/.cursor/mcp.json

{
  "mcpServers": {
    "stackguide": {
      "command": "npx",
      "args": ["-y", "@stackguide/mcp-server@latest"]
    }
  }
}

JetBrains (IntelliJ, WebStorm, PhpStorm, etc.)

• Open Settings | Tools | AI Assistant | Model Context Protocol (MCP).

• Click Add and paste JSON config.

• Recommended: set it as Project-level unless you want global scope.

{
  "mcpServers": {
    "stackguide": {
      "command": "npx",
      "args": ["-y", "@stackguide/mcp-server@latest"]
    }
  }
}

VS Code

• Requirement: GitHub Copilot Chat with MCP enabled.

• File (workspace): .vscode/mcp.json

• VS Code MCP schema uses servers as root key.

{
  "servers": {
    "stackguide": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@stackguide/mcp-server@latest"]
    }
  }
}

Visual Studio (Windows, 2022 17.14+ / 2026+)

• Enable GitHub Copilot Agent mode.

• Supported config locations include:

  • %USERPROFILE%\\.mcp.json (global)

  • <solution>\\.mcp.json (repo-scoped)

  • <solution>\\.vs\\mcp.json (solution/user-scoped)

• Visual Studio MCP schema uses servers as root key.

{
  "servers": {
    "stackguide": {
      "type": "stdio",
      "command": "npx",
      "args": ["-y", "@stackguide/mcp-server@latest"]
    }
  }
}

How To Use (Any IDE)

1. Restart the IDE after adding the MCP configuration.

2. Open AI chat in agent/tool mode.

3. Call setup to detect project context.

4. Call init action:"full" to scaffold .stackguide/ and defaults.

5. Use agent actions (intake, create_ticket, plan, verify, release) for delivery flow.

Quick Start

1. Configure your project:

setup type:"react-typescript" enableAdaptiveTdd:true model:"gpt-5" integrations:["jira","github"] tokenMode:"compact"
init action:"full" model:"gpt-5" tokenMode:"compact" integrations:["jira","github"] mcpSyncTargets:["cursor","root"] applyMcpTemplates:true

1. Check generated setup:

init action:"status"
agent action:"status"

1. Run active TDD workflow:

agent action:"intake" ticket:"PROJ-123"
agent action:"create_ticket" mainDescription:"<MAIN DESCRIPTION>" projectKey:"PROJ"
agent action:"plan" brief:"<brief-from-intake>"
agent action:"verify"
agent action:"release" version:"v1.2.0"

Tools (16)

Core

• setup: configure StackGuide context for project type

• context: show currently loaded context

• rules: list/search/get/select rule sets

• knowledge: list/search/get knowledge files

• review: analyze files/URLs/project code quality

Utility

• cursor: browse/import community rules

• docs: fetch/search/list documentation

• config: save/load/export/import configurations

• custom_rule: create/update/delete/list project custom rules

• help: usage help by topic

Advanced

• generate: boilerplate generation (component/hook/service/test/api/model/util)

• health: project health score and recommendations

• analyze: project intelligence (structure/config/dependency/generate/apply)

Workflow

• workflow: lazy-load raw workflow assets (agents/skills/hooks/commands)

• init: scaffold .stackguide with stack-aware defaults

• agent: active workflow executor (status, intake, create_ticket, plan, verify, release)

Active Workflow Details

agent action:"intake"

• reads ticket from configured tracker

• returns normalized brief + gaps

• proposes branch name convention

• can optionally create a Jira ticket first (createFromDescription:true)

agent action:"create_ticket"

• creates Jira issues using strict MAIN DESCRIPTION format

• uses project defaults from .stackguide/config.json (projectKey, issueType)

• derives summary from first line of MAIN DESCRIPTION when omitted

agent action:"plan"

• inspects conventions + project shape

• creates vertical-slice plan

• returns exactly 3 target tests in structured format

agent action:"verify"

• executes configured tests/lint/build per layer

• checks branch naming + commit convention + TDD test budget

• returns blocker list and final pass/fail report

agent action:"release"

• checks CI status

• parses commits since last tag

• suggests semver impact (major / minor / patch)

• can create tag and PR/MR (when enabled)

Local Data And Security

init generates:

• .stackguide/config.json (project workflow config)

Runtime/local artifacts:

• .stackguide/analysis-cache.json

• .stackguide/health-history.json

These are machine-local and must not be committed.

Repository Guard

pnpm lint includes:

pnpm run guard:repo

The guard fails if .stackguide artifacts are tracked.

Integrity Hardening

Cache/history persistence includes:

• boundary/symlink checks

• file size and entry limits

• atomic write strategy

• checksum validation

• optional HMAC signature using:

STACKGUIDE_INTEGRITY_KEY=<long-random-secret>

For teams, configure STACKGUIDE_INTEGRITY_KEY in local/dev and CI environments for stronger tamper resistance.

Supported Stacks

python-django, python-fastapi, python-flask, react-node, react-typescript, vue-node, nextjs, express, nestjs, laravel, rails, golang, rust, custom.

Development

Use pnpm for all commands.

pnpm install
pnpm lint
pnpm test
pnpm build
pnpm dev

Release And Version Policy

• Current secure baseline: 4.1.2+

• Versions from 3.0.0 up to 4.1.1 are deprecated in npm due to local artifact hygiene issues.

• Use the latest 4.x release in all environments.

Registry Identifiers

• npm package: @stackguide/mcp-server

• MCP Registry server: io.github.isucorp-taimiralain/stackguide-mcp

License

GPL-3.0