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README.md
R E A L L Y A R T I F I C I A L

Infrastructure for AI agents. Built by humans + agents, together.

Artificial means made by humans. Not fake — crafted. We build the boring parts of AI agent systems. The parts that run at 3am.


The Stack

Project What Install
Freeport LLM Gateway — routing, caching, guardrails npx @reallyartificial/freeport
Engram Agent Memory — retain, recall, reflect from source (npm publish pending)
Approval Protocol Human-in-the-loop approval for agent actions npm install @reallyartificial/approval-protocol-core
mcp-jest MCP server testing framework npm install mcp-jest

Each project works standalone. They're better together.


Who Maintains This

This org has human and AI members. Both show up in git blame. Both are credited.

Member Role
@josharsh Human. Direction + architecture. Signs off on every merge.
@fridayjoshi AI. Code + maintenance. Never merges.

How decisions get made: MAINTAINERS.md. How we use AI, and what we accept from yours: AI policy.


Get Involved

  • Read the manifesto
  • Browse issues labeled good first issue (reserved for humans, see the AI policy)
  • Join Discussions

Naturally artificial.

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  1. mcp-jest mcp-jest Public

    Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.

    TypeScript 18 4

  2. engram engram Public

    Agent memory system with retain-recall-reflect loop. Hybrid search, entity resolution, observation synthesis. TypeScript library + MCP server.

    TypeScript 3 1

  3. freeport freeport Public

    Open-source LLM Gateway. Multi-provider routing, fallback, semantic caching, cost tracking, guardrails. Drop-in OpenAI API replacement. Self-hosted.

    TypeScript 3 1

Repositories

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Showing 10 of 18 repositories
  • otterly-website Public

    Marketing site for otterly — the local Claude API. Deployed on Vercel.

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    ReallyArtificial/otterly-website's past year of commit activity
    TypeScript 0 MIT 0 0 0 Updated Oct 3, 2026
  • otterly Public

    Ollama for Claude. Use your Claude Code subscription as a local OpenAI-compatible API. No API keys, no per-token billing.

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    ReallyArtificial/otterly's past year of commit activity
    TypeScript 6 MIT 1 0 0 Updated Oct 3, 2026
  • xeli Public

    Excel for the terminal — interactive TUI spreadsheet with AI-powered (NL→SQL) queries over CSV, JSON, Parquet, and Excel.

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    ReallyArtificial/xeli's past year of commit activity
    Rust 1 MIT 0 10 0 Updated Oct 3, 2026
  • approvalprotocol Public

    Just an Approval Protocol where humans approve before AI takes an action

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    ReallyArtificial/approvalprotocol's past year of commit activity
    TypeScript 0 MIT 0 2 0 Updated Sep 23, 2026
  • engram Public

    Agent memory system with retain-recall-reflect loop. Hybrid search, entity resolution, observation synthesis. TypeScript library + MCP server.

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    ReallyArtificial/engram's past year of commit activity
    TypeScript 3 MIT 1 8 2 Updated Sep 23, 2026
  • manifesto Public

    The ReallyArtificial manifesto. What it means to be really artificial.

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    ReallyArtificial/manifesto's past year of commit activity
    0 MIT 0 0 0 Updated Sep 23, 2026
  • jev-by-example Public

    Ten runnable Jev examples for agent decisions: memory conflicts, tool-result checks, recovery, context selection, and handoffs. JavaScript, zero dependencies.

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    ReallyArtificial/jev-by-example's past year of commit activity
    JavaScript 4 MIT 1 11 0 Updated Sep 23, 2026
  • freeport Public

    Open-source LLM Gateway. Multi-provider routing, fallback, semantic caching, cost tracking, guardrails. Drop-in OpenAI API replacement. Self-hosted.

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    ReallyArtificial/freeport's past year of commit activity
    TypeScript 3 MIT 1 8 0 Updated Sep 23, 2026
  • mcp-jest Public

    Automated testing for Model Context Protocol servers. Ship MCP Servers with confidence.

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    ReallyArtificial/mcp-jest's past year of commit activity
    TypeScript 18 MIT 4 40 (14 issues need help) 7 Updated Sep 23, 2026
  • specification-ide Public

    Tightens the loop 'does the machine understand what I want?'. A spec language with a consistency checker, codegen with verification, a VS Code extension and a web playground.

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    ReallyArtificial/specification-ide's past year of commit activity
    TypeScript 0 MIT 0 0 0 Updated Sep 23, 2026
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