AI Architect MCP Codebase

Stop your coding agent from guessing at your codebase. It answers who calls this , what breaks if I change it , and how does execution get here from a real graph of your code - not from grepping and hoping.

People who work with bm25, claude code plugin and clean architecture and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Rust.

VERIFIED ACTIVE

LAST COMMIT 2026-09-17 · ★ 4 · #197 OF 229 MAINTAINED CODING AGENT · VERIFIED 2026-09-18

MIT · Rust servers · how we verify → /methodology

01 · Install AI Architect MCP Codebase

before you install - you'll need

Set AP_PROFILE, CLAUDE_PLUGIN_ROOT before connecting.

Claude Desktop

Settings → Extensions → Install, then select the https://github.com/cdeust/ai-architect-mcp-codebase/releases/download/v0.11.1/ai-architect-mcp-codebase.mcpb .mcpb bundle

02 · Evidence

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as Claude Desktop extension (.mcpb bundle)

license MIT - declared in the repository

registry namespace io.github.cdeust is GitHub-verified and matches the repo owner

03 · What AI Architect MCP Codebase can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v0.11.1 · 2026-08-14

retire the satisfied v0.11.0 PENDING entries · TestTempDir must remove a path the DB re-created as a FILE · repeal the 8 GiB max_db_size cap - ingestion must never abort on graph size · 0.11.1 - ingestion must never…

v0.11.0 · 2026-08-14

exclude_dirs parameter + graceful unreadable-directory skip (#249) · close the .keep() disk-leak gap + §4.2 test-function size compliance · 0.11.0 - exclude_dirs + unreadable-directory degrade + test hygiene

v0.10.0 · 2026-08-10

resolve TypeScript implements clauses + complete the typescript-small corpus · document the AI_ARCHITECT_SOURCE_CHECKOUT dev-mount escape hatch · close measured end-result losses toward the 0.85 gate · heritage edges…

04 · Who maintains AI Architect MCP Codebase

ai-architect-mcp-codebase is maintained by cdeust. We track 6 MCP servers from cdeust - 5 actively maintained, 91 combined GitHub stars, oldest repo from Mar 2026. Full record: all servers from cdeust.

  1. hypermnesia-mcp Persistent memory for AI agents - 36 cited neuroscience mechanisms, local-first, hybrid retrieval. ★ 73
  2. hypermnesia-mcp-viz Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs. ★ 4
  3. automatised-pipeline Codebase intelligence MCP server - index any repo into a property graph; 26 tools for agents. ★ 4
  4. ai-architect-mcp-spec PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools. ★ 3

05 · Facts

repository
github.com/cdeust/ai-architect-mcp-codebase
website
https://ai-architect.tools/
category
coding agent - ranked #197 of 229 actively-maintained coding agent servers as of 2026-09-18.
release cadence
8 releases in the last 90 days (latest 2026-08-14)
registry
io.github.cdeust/ai-architect-mcp-codebase (active, first published 2026-08-10 · 3 versions)
packages
mcpb:https://github.com/cdeust/ai-architect-mcp-codebase/releases/download/v0.11.1/ai-architect-mcp-codebase.mcpb

06 · AI Architect MCP Codebase FAQ

What is AI Architect MCP Codebase?

Stop your coding agent from guessing at your codebase. It answers who calls this , what breaks if I change it , and how does execution get here from a real graph of your code - not from grepping and hoping.

Is AI Architect MCP Codebase still maintained?

Yes - as of 2026-09-18, its last commit was 2026-09-17 and it shipped 8 releases in the last 90 days. We re-verify nightly.

07 · Alternatives to AI Architect MCP Codebase

Alternatives to AI Architect MCP Codebase

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  6. Docs Search and read Empryo's documentation. Read-only, no auth, no local access. ★ 1,246 · 2026-09-17

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