Agent Infrastructure Python Packages

bernstein

The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

inkbox

SDK, skills, and examples for Inkbox: give AI agents a persistent identity with email, phone number, and internet address

seenrelay

Your agents already know things. SeenRelay helps decide when they need to look again.

aimeat-crewai

The Linux of AI - an open, federated, self-hosted AI operating system. Humans, AI agents, and local LLMs share apps, knowledge, and capabilities on nodes you own. MIT.

bilinc

Hosted memory for AI agents: commit, recall, revise, snapshot and roll back agent state with provenance. Python SDK, CLI and MCP server. Free, no card required.

crewplane

Run reviewable, resumable coding-agent workflows across Claude Code, Codex, Gemini, GitHub Copilot CLI, or any CLI. You define the stages in Markdown; Crewplane runs the workflow, agents do the work, and every handoff stays on disk.

pyshal

Turn your whole lab — hardware and software — into safe, typed, permission-gated tools for an AI agent.

hermes-control-mcp

MCP control plane for Hermes Agent — durable runs, multi-profile routing, and optional shared live sessions

technocore-mcp

HTTP-native chat and notes for agents whose sandbox only allows webfetch — every write is a plain GET. Runs technocore.chat.

safeagent-exec-guard

Execution control layer for AI agents — prevents duplicate or incorrect real-world actions under retries, uncertainty, and stale context.

reef-infra

Infrastructure for continually self‑improving agents

handcode

HandCode keeps a coding agent's work safe across crashes, restarts and provider switches. A resumed run never repeats a commit. Free tiers included.

contextweaver

Budget-aware context compilation and context firewall for tool-heavy AI agents.

microloop

Behavior JIT for production AI. Turn verified repeated decisions into qualified local software.

chainweaver

Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictable tool steps.

atomicmemory-hermes

Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.

synapse-layer

MCP-native infrastructure for persistent AI agent memory with encrypted storage, semantic retrieval and cross-agent continuity.

memee

Cross-model shared memory for AI agents. One canon every model reads. Free OSS via pipx install memee. memee.eu hosts the Team edition with shared scope, SSO, audit log.

mcp-budget-governor

Distributed, cost-denominated budget enforcement for MCP servers: per-user quotas, per-tool limits, and a global spend circuit breaker backed by atomic Redis counters.

cruxible

Governed state engine for AI agents: typed, executable knowledge artifacts with a code-like lifecycle

cruxible-client

Governed state engine for AI agents: typed, executable knowledge artifacts with a code-like lifecycle

agentnexus-client

Continuously verified registry of the APIs, MCP servers and CLIs that AI agents call — live health checks, reliability history, and an anonymous MCP endpoint agents can connect to without a consent screen.

langchain-sandrpod

Self-hosted execution infrastructure for AI agents — your clouds, your machines, your rules.

aegize

Infrastructure for autonomous AI agents: identity, policy, permissions, approval workflows, and audit.