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halo-record

Observability

halo-record creates tamper-evident, hash-chained records of AI agent tool calls, model calls, and data access, with verifiable reports and policy checks.

Haystack

Agent frameworks

Haystack is an end-to-end LLM framework facilitating the construction of applications powered by LLMs, Transformer models, vector search, and more, offering flexibility, transparency, and extensibility, with features including retrieval-augmented generation, document search, question answering, and semantic search, along with a diverse user base including companies like Airbus, Apple, and Netflix

Helicone

Observability

Helicone is an open-source observability platform for Language Learning Models (LLMs), providing features like request logging, caching, rate limiting, cost and latency tracking, UI-based prompt iteration, and collaboration tools

Hermes Agent

AI agents

Hermes Agent is an open-source agent from Nous Research that runs in a terminal and through messaging platforms, keeps memory and creates skills from experience, and works with the model provider of your choice.

Hive

Agent frameworks

A model-agnostic runtime for production AI agent teams, with dynamic worker colonies, shared task state, and human oversight.

Hivemoot

AI agents

Hivemoot runs a team of AI agents on GitHub repositories, where agents propose work, debate in issues, implement changes, review pull requests, and vote on decisions.

House Party Protocol is a local first Python harness for Claude Code and Codex CLI teams that records criterion command results outside the model, refuses verdicts from the builder's own lane, and binds approvals to a spec hash.

Human Pages MCP Server lets AI agents find, hire, and coordinate people for tasks that require real-world human work, including testing, localization, and community operations.

HVTracker

Guardrails

An open-source trust registry that aggregates public evidence about AI agents and MCP servers, with project comparisons, score history, and machine-readable data.

Hyperconsciousness is an MIT-licensed developer alpha Rust knowledge store for humans and AI agents that keeps signed, encrypted, append-only records and exposes scoped, expiring retrieval and capture grants through CLI, MCP and HTTP.

Instructor

Structured outputs

Instructor, a Python library, facilitates working with structured outputs from large language models (LLMs), offering features like response model specification, retry management, validation, and streaming support, primarily aimed at enhancing workflows of AI agents utilizing LLMs

Jan

Local AI

Jan is an open-source, development-stage ChatGPT alternative that operates fully offline on diverse hardware platforms, supporting universal architectures from PCs to multi-GPU clusters

jes

Guardrails

jes is an open-source guardrails library for checking agent inputs, retrieved content, tool calls, tool results, and responses for prompt injection, jailbreaks, and sensitive-data leaks.