AgentConnect vs LoopX: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of AgentConnect and LoopX — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
A
AgentConnect
AgentConnect
Open-source Claude-tag alternative — put ACP agents (Claude Code, Codex, Gemini CLI) into Slack, Discord, GitHub with roles.
Key features
- Multi-Platform Tagging: Mention agents in Slack, Telegram, Discord, and GitHub threads.
- Bring-Your-Own Agent: Runs any ACP-compatible agent — Claude Code, Codex, Gemini CLI, DeepSeek, or custom.
- Fleet Console: Central view of deployed agents, sessions, schedules, tools, knowledge, and daemons.
- Scoped Permissions: Limit each agent's repos, MCP servers, and secrets.
- Persistent Memory: Agents carry context between conversations and sessions.
- Schedules & Daemons: Cron-driven standups, digests, and always-on webhook responders.
- 1,000+ App Actions: Take real actions across the tools teams already use.
- Open Source: Self-hostable alternative to closed agent platforms.
Best for
- Cross-functional incident triage where humans and bots debug in one thread
- Customized code review with per-repo scope and depth
- Community and customer support in Discord or Slack with escalation to humans
- Standing watch — cron-scheduled morning triage and webhook alert responders
- Running a fleet of specialized coding agents (deploy, QA, review) that hand off work
L
LoopX
huangruiteng
Provider-neutral state kernel and local-first control plane for governing long-running AI agent loops across Codex, Claude Code, Cursor, and peer teams.
Key features
- Loop-Engineering State Kernel: A compact durable-state layer that keeps objectives, gates, todos, evidence, quotas, and handoffs consistent across many bounded turns.
- Runtime-Agnostic: Governs work executed by any coding-agent runtime — Codex, Claude Code, Cursor, or your own — without replacing them.
- Peer-Agent Model: Registered agents are peers; claims, leases, capabilities, and typed continuation decide who acts next, with no durable leader identity.
- Kanban-Style Control Plane: Cards carry identity, authority, evidence, and continuation; moves are validated operators (claim, gate, monitor, writeback).
- Local-First: The control plane runs locally by default — the public/private boundary is explicit, so private data and code stay on your machine.
- Auto-Wake and Quotas: Quota-aware auto-wake keeps agents progressing on long-running goals without a runaway scheduler.
- Evidence & Continuation: 200+ hour example loops preserve decision lineage, evidence branches, and invalid experiments across turns.
- Human-In-Command: Dangerous permissions, publishing, and production writes remain gated to the human owner — not autonomous.
Best for
- Multi-Day SWE Loops: Drive week-long engineering objectives across many bounded agent turns while keeping scope and review state intact.
- PR/Issue Automation: Preserve review state, evidence, and reviewer preferences across a PR that touches multiple turns and agents.
- Auto-ML Experiments: Keep hypotheses, matched evidence, invalid lineages, and promote/stop gates visible in a single graph over hundreds of hours.
- Multi-Agent Coordination: Coordinate a peer team of Codex + Claude Code + Cursor agents on the same objective with typed handoffs.
- Recurring Monitors: Run heartbeat or monitoring loops with owner-visible gates and evidence trails.
- Creator/Research Workflows: Give non-engineering owners a legible board of long-running work with human sign-off at each gate.