#llm

Universal memory runtime for AI agents

Local, BYOK code review for any language. No SaaS, no telemetry.

A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge graphs, and speculative context pre assembly. Not a wrapper, a ground up storage engine that thinks.

A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude

The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.

Ruby's capable AI runtime

Build interactive AI agents in Elixir with OTP supervision, middleware composition, human-in-the-loop approvals, sub-agent delegation, and real-time Phoenix LiveView integration. Built on LangChain.

Run AI coding agents (Claude, Codex, Gemini …) unattended — auto-answer prompts, auto-retry on rate limits, and list/tail/steer every agent locally or from agent-yes.com

Model Context Protocol for WinDbg.

Low-level abstraction for storing and retrieving documents in a vector store.

Symfony integration bundle for Model Context Protocol (via official mcp/sdk)

The leaked Anthropic reasoning protocol. Running locally. Zero-drift coding with Strict Write Discipline and adaptive Claude Opus 4.8 thinking. Mythos

Identity, memory, and soul for AI agents. Runs standalone or as part of a TPS office.

The Ruby framework for programming—rather than prompting—language models.

Local context engine for AI coding agents. Routes tasks to relevant files, tests, rules, and skills, supports prompt caching, and builds compact context packs for Claude Code, Codex, Cursor, MCP, and more.

Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon

Like Lighthouse for your agent harness - verify your CLAUDE.md/AGENTS.md, skills & hooks are real, then test and measure they actually work. Claude Code + Codex.

Full Portkey Admin API MCP server

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

TypeScript SDK for astrology, Vedic kundli, tarot, numerology, horoscope, I Ching, biorhythm and more. One multi domain API key, fully typed. AI agent and MCP ready.

Agents-flex is A lightweight Java AI agent development framework (positioned as a counterpart to Spring AI). It supports features such as RAG, MCP, Skills, Text2SQL , LLM Wiki, Sub-agents, Web Search, TTS (synchronous and streaming), and STT.

Verification-oriented smart compaction extension for the Pi Coding Agent.

Templating rendering and generation parsing for Cohere models.

Local-first AI workflows for engineers.

Composable Go interfaces for running AI agent sessions

Receipt Required for AI agents — no receipt, no irreversible action. An open, offline-verifiable authorization-receipt protocol: a named human signs the exact high-risk action (payment, deploy, delete, permissions) before it runs, and anyone can verify it later, trusting no one. Apache-2.0 · formally verified · IETF Internet-Drafts.

Start a run in your terminal and walk away. Get pinged when it finishes, or needs you. Every step is a readable trace you check before anything ships.

Self-hostable AI agents you can actually leave running — durable crash-resume, governed autonomy, seccomp sandbox, offline-replayable workflows, CI-native eval. Async-Python, YAML-config, multi-provider (OpenAI/Anthropic/Cloudflare), MIT.

Go with your own intelligence - Go applications that directly integrate llama.cpp for local inference using hardware acceleration.

An Agent Development Kit (ADK) allowing for seamless creation of A2A-compatible agents written in Go.