Automatised Pipeline MCP Server

Codebase intelligence MCP server - index any repo into a property graph; 26 tools for agents.

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 2026-09-30 · ★ 6 · #206 OF 250 MAINTAINED CODING AGENT · VERIFIED 2026-09-30

MIT · Rust servers · how we verify → /methodology

01 · Install Automatised Pipeline

before you install - you'll need

AP_PROFILE

Environment variables documented in the project's README - it lists which are required and which have defaults.

Claude Desktop

Settings → Extensions → Install, then select the https://github.com/cdeust/automatised-pipeline/releases/download/v0.8.4/automatised-pipeline.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 Automatised Pipeline can do

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

Latest releases

v0.14.0 · 2026-09-26

poll the registry after publish instead of one early check · type a receiver from the return type of the free function that built it · release the cached read handle before a graph is opened, rewritten or removed…

v0.13.0 · 2026-09-24

extract a bare function call inside macro arguments (#328) · index a fn nested inside a function body (#327) · keep the receiver hint for a single-binding receiver used inside a closure (#329) · correct the 0.12.0…

v0.12.0 · 2026-09-23

retire the satisfied v0.11.1 PENDING entries · Lot 1 security/correctness - query_graph read-only, Cypher escaping, get_impact resolution, LSP edge insertion (fleet-watch #15 #16 #19 #18) · fold the six #261 reuse…

04 · Who maintains Automatised Pipeline

automatised-pipeline is maintained by cdeust. We track 6 MCP servers from cdeust - 5 actively maintained, 97 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. ai-architect-mcp-codebase Codebase intelligence MCP - index any repo into a property graph; 26 tools for agents. ★ 6
  4. ai-architect-mcp-spec PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools. ★ 4

05 · Facts

repository
github.com/cdeust/automatised-pipeline
website
https://ai-architect.tools/
category
coding agent - ranked #206 of 250 actively-maintained coding agent servers as of 2026-09-30.
release cadence
8 releases in the last 90 days (latest 2026-09-26)
registry
io.github.cdeust/automatised-pipeline (active, first published 2026-07-22 · 3 versions)
packages
mcpb:https://github.com/cdeust/automatised-pipeline/releases/download/v0.8.4/automatised-pipeline.mcpb

06 · Automatised Pipeline FAQ

What is Automatised Pipeline?

Codebase intelligence MCP server - index any repo into a property graph; 26 tools for agents.

Is Automatised Pipeline still maintained?

Yes - as of 2026-09-30, its last commit was 2026-09-30 and it shipped 8 releases in the last 90 days. We re-verify nightly.

07 · Alternatives to Automatised Pipeline

Alternatives to Automatised Pipeline

Maintained coding agent servers if Automatised Pipeline isn't the fit.

  1. Serena A powerful toolkit for coding, providing semantic retrieval and editing capabilities. ★ 29,914 · 2026-09-29
  2. Desktop Commander MCP server for terminal commands, file operations, and process management ★ 9,842 · 2026-09-29
  3. Ouroboros Pins an acceptance spec; the verify command and expected output never enter the success contract. ★ 6,151 · 2026-09-29
  4. Socraticode MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs. ★ 3,327 · 2026-09-28
  5. Omnara Deploy durable AI agents with Omnara, an open-source managed-agent platform. ★ 2,880 · 2026-09-30
  6. MATLAB MCP Server Connect AI coding agents to MATLAB. Run code, tests, and analysis via MCP. ★ 1,594 · 2026-09-25

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Servers that cover what Automatised Pipeline doesn't - only shown when the pairing reason fits the companion.

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  5. Server Filesystem → filesystem companion filesystem · ★ 39,168
  6. Pdf MCP → filesystem companion filesystem · ★ 145

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