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Pash MCP Server

by AkynZHversion 1.0.0i★ –i–
Registry nameio.github.AkynZH/pash-mcp-server

Install

Overview

Description from the maker (original English)

Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic tool registration.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: –
  • Transport:
  • Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • The registry lists no key to fill in.

The maker has not listed install details in the registry. See the maker’s README below.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account AkynZH, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Search & AI memoryi

  • More stars than 0% of the other 5654 servers in this category
  • Published to the registry more recently than 18% of the other 5654 servers in this category
  • Basic checks equal to or better than 100% of the other 5654 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Pash MCP Server safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 5 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated yesterday
Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 21 days ago
Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated 2 months ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Felix Standalone MCP Server

Standalone MCP Server with PASH Compression (Phoenix Architecture)

Этот проект представляет собой минимальный, production-ready Model Context Protocol (MCP) сервер, извлеченный из экосистемы Felix. Он разработан для предоставления внешних инструментов (Cursor, Claude Desktop и др.) с максимальной экономией токенов благодаря встроенному PASH-сжатию.

Особенности (Phoenix Architecture)

  • Чистое ядро: Никаких скрытых зависимостей от монолитной кодовой базы Феликса.
  • Динамическая регистрация: Автоматическое сканирование директории mcp_engines и загрузка инструментов из manifest.json.
  • PASH Compression: Интеллектуальное сжатие тяжелых JSON-ответов (экономия >80% токенов) с прозрачным возвратом хэша.
  • Zero-config запуск: Работает через stdio с конфигурацией через .env.

⚠️ Безопасность и Runtime

Для разработчиков, вносящих изменения в серверную часть (sse_server.py, тесты): строго соблюдайте паттерн [Surgical Process Cleanup by Port](docs/RUNTIME_SAFETY.md). Глобальное убийство процессов (taskkill /IM) категорически запрещено, так как оно обрывает агентскую сессию.

Architecture Boundaries

Felix MCP Standalone is a self-contained product. It shares principles, not code with the internal Felix core (C:\Users\53\Felix).

  • Product Judge (in src/product_judge.py) is an independent implementation of deterministic validation. It shares the principle of "structural validation before output" with the internal Mirror Forge Synthesis, but has zero shared code by design. This is intentional technical debt prevention.
  • Cognitive Loop and PASH compression are implemented directly in this repository. They do not import from or depend on the internal Felix core. This ensures the product can be deployed, tested, and maintained independently.

Why this matters: When you install this package, you get a complete, autonomous system. No hidden dependencies on internal infrastructure.

Установка

git clone https://github.com/AkynZH/pash-mcp-server.git

cd pash-mcp-server pip install -e .

Конфигурация

Скопируйте .env.example в .env и настройте пути:

MCP_ENGINES_DIR=./mcp_engines

LOG_LEVEL=INFO PASH_MIN_THRESHOLD=500

Создайте директорию mcp_engines и поместите в неё подпапки с manifest.json и исполняемыми файлами ваших MCP-серверов.

Запуск

python server.py

Сервер запустится в режиме stdio и будет готов к подключению через совместимые клиенты (например, Claude Desktop).

Структура проекта

pash-mcp-server/

├── server.py # Точка входа (FastMCP) ├── src/ │ ├── config.py # Pydantic-конфигурация │ ├── router.py # Сканер и JSON-RPC прокси │ └── compressor.py # Ядро PASH-сжатия ├── config/ │ └── manifest.example.json # Пример манифеста └── tests/ # Изолированные тесты

Odysseus Integration Status

This repository serves as the cognitive core designed to be paired with an interface like Odysseus.

  • ✅ Completed & Shipped: Cognitive Loop, PASH compression, Product Judge, and heuristic routing are fully implemented and tested.
  • 🗺️ Roadmap: Native, one-click UI integration with the Odysseus agent (combining local reflexes with this cognitive core) is currently in active development.

*We believe in shipping what works and clearly labeling what is being built.*

Лицензия

MIT License (c) 2026 AkynZH

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