MCP Servers
kannajune/mcp-architect
Give any AI assistant real architectural understanding of a codebase — local, private, zero-config MCP serve
Our verdict
We have not reviewed kannajune/mcp-architect yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About kannajune/mcp-architect
A Python tool that serves architectural understanding of a codebase to any AI assistant via the Model Context Protocol. It runs locally and privately with zero configuration, providing context about code structure without sending code to external services.
Best for
Developers who want to give local AI assistants deep codebase understanding without sending code to external services
Use cases
- Give an AI assistant a high-level map of code dependencies and modules
- Enable AI tools to answer architecture questions about a private codebase
- Integrate codebase context into local AI workflows without cloud uploads
Notes
1 stars on GitHub. Last updated 2026-06-18. Licensed MIT.
Pros
- Runs entirely local and private, keeping code on the machine
- Zero-config setup reduces friction for quick adoption
- Provides architectural context beyond raw file contents
Cons
- Very early stage with only 1 GitHub star and limited community validation
- Requires an AI assistant that supports the Model Context Protocol
- May lack robustness or documentation for complex codebases
Key facts
What we have checked
- Days since the last commit
- 144
- GitHub forks
- 0
- GitHub stars
- 3
- Open issues
- 0
- Releases in the last 90 days
- 0
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
How to use
How to set it up
As the listing publishes it. We have not run this install.
Install
pip install mcp-architectTools exposed
architecture_overviewdependency_graphimpact_analysis
Clients the listing names (not checked here)
Claude Desktop, Cursor, Windsurf, Cline
Install
Add kannajune/mcp-architect to your client
No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.
Until then, follow the project's own README, or the setup the listing publishes under How to set it up.
Works with
What kannajune/mcp-architect connects to
No confirmed connections yet. A product appears here when the server's registry name, repo, homepage or name ties it to that product, and a client appears when we have an install recipe for it.
Stars and usage
How kannajune/mcp-architect is growing
3 to 3
Health and security
Is kannajune/mcp-architect looked after, and what do its setup files show
Health score
25 out of 100
| Part | Points | What we saw |
|---|---|---|
| Recent activity | 19.8 of 30 | Last push 144 days ago |
| Releases | 0 of 15 | 0 releases in 90 days |
| Issue replies | Not counted | The latest check has no issue response reading (fewer than 3 measured issues, or issues switched off) |
| Maintainer | 0 of 15 | Owned by a single user |
| Official source | 0 of 20 | Community server |
Security check static checks
100 out of 100
- Note The lab has not recorded this server's tool list yet, so tool permissions were not checked.
Alternatives
Alternatives to kannajune/mcp-architect
| Record | Type | How we know | Checked |
|---|---|---|---|
| oraios/serenaThis is an alternative to it | MCP server | Named in the listing | Not dated |
| repowise-dev/repowiseThis is an alternative to it | MCP server | Named in the listing | Not dated |
Compare
Compare kannajune/mcp-architect side by side
Sources
Where this comes from
- GitHubRegistry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
oraios/serena
Various
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
repowise-dev/repowise
Various
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
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