MCP Servers

janreges/ai-distiller-mcp

Name: janreges/ai-distiller-mcp
Author: Various

AI Distiller is ultra‑fast, open‑source tool for intelligently extracting only the essential public APIs, types, and structure from large codebases.

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Our verdict

Not reviewed yet

We have not reviewed janreges/ai-distiller-mcp 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.

How we review records

From the listing

About janreges/ai-distiller-mcp

An ultra-fast, open-source tool written in C that extracts only essential public APIs, types, and structure from large codebases. It compresses code by 90–98% to produce AI-friendly context, integrating via CLI or MCP (Model Context Protocol) and supporting 12+ languages.

Best for

Developers who need to feed large codebases into LLMs cheaply and efficiently

Use cases

Reduce token usage when sending large codebases to LLMs
Extract clean public interfaces for AI-assisted code generation or analysis
Prepare minimal code context for cost-effective prompt workflows

Notes

159 stars on GitHub. Last updated 2026-05-25. Licensed MIT.

Pros

Extremely fast due to implementation in C
Open source with no vendor lock-in
Significant token savings (90–98% compression)

Cons

Only captures public APIs and types, losing internal implementation details
Limited community adoption (159 stars) may mean fewer integrations or fewer tested edge cases
Requires familiarity with MCP or CLI for integration

Key facts

What we have checked

Days since the last commit: 169; Checked 10 Nov 2026GitHub
GitHub forks: 22; Checked 10 Nov 2026GitHub
GitHub stars: 172; Checked 10 Nov 2026GitHub
Days to a first reply on issues: 14; Checked 10 Nov 2026GitHub
Open issues: 1; Checked 10 Nov 2026GitHub
Releases in the last 90 days: 0; Checked 10 Nov 2026GitHub

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

npm install -g @janreges/ai-distiller-mcp

Tools exposed

prompt-for-refactoring-suggestion
prompt-for-complex-codebase-analysis
prompt-for-security-analysis
prompt-for-performance-analysis
prompt-for-best-practices-analysis
prompt-for-bug-hunting
prompt-for-single-file-docs
prompt-for-diagrams
flow-for-deep-file-to-file-analysis
flow-for-multi-file-docs
visual-progress-bar
stock-ticker
speedometer-dashboard
minimalist-sparkline
ci-friendly

Clients the listing names (not checked here)

Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, ChatGPT

Install

Add janreges/ai-distiller-mcp to your client

Not verified yet

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 janreges/ai-distiller-mcp 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 janreges/ai-distiller-mcp is growing

GitHub stars

172 to 172

stars. 29 Oct 2026 to 10 Nov 2026, 3 readings.

Source: GitHub. Checked 10 Nov 2026.

Health and security

Is janreges/ai-distiller-mcp looked after, and what do its setup files show

Health score

29 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked 10 Nov 2026. How it is worked out

Part	Points	What we saw
Recent activity	17.6 of 30	Last push 169 days ago
Releases	0 of 15	0 releases in 90 days
Issue replies	11.9 of 20	First reply in 14 days (median)
Maintainer	0 of 15	Owned by a single user
Official source	0 of 20	Community server

Security check static checks

100 out of 100

Reads what is published about the server: package advisories, licence, secrets in the documented setup and tool permissions. Nothing is installed or run, so this is not a security assessment. Checked 26 Oct 2026 by edna-static-v1 npm:@janreges/ai-distiller-mcp@1.4.0. What it checks

Licence: MIT

Note The lab has not recorded this server's tool list yet, so tool permissions were not checked.

Alternatives

Alternatives to janreges/ai-distiller-mcp

Record	Type	How we know	Checked
repowise-dev/repowiseThis is an alternative to it	MCP server	Named in the listing	Not dated

Compare

Compare janreges/ai-distiller-mcp side by side

janreges/ai-distiller-mcp vs repowise-dev/repowise

Sources

Where this comes from

GitHubRegistry
Checked 10 Nov 2026 · Days since the last commit, GitHub forks, GitHub stars, Days to a first reply on issues, Open issues, Releases in the last 90 days

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.

Alternative to1 entry

MMCPlowCatalogue

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.

★ 6,306

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