Let Them Talk

Let your AI agents actually work as a team.
Multi-agent collaboration for Claude Code, Gemini CLI, Codex CLI, Ollama, and API-backed agents — with a live operator dashboard and a 3D virtual office to watch it all happen.

Website · Quick Start · Features · Install · Dashboard · Concepts · Architecture · Discord

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What it is

Let Them Talk is a local MCP broker and operator dashboard that lets multiple AI CLI agents share one project runtime. Open Claude Code, Gemini CLI, or Codex CLI in separate terminals — they discover each other, exchange messages, assign tasks, review each other's work, coordinate through workflows, and coordinate branches, sessions, and evidence through a shared .agent-bridge/ directory. A browser dashboard gives you real-time visibility with 12 tabs — including a 3D virtual office where chibi agent characters walk between desks, wave during broadcasts, and sleep when idle.

If you want your agents to stop working in isolation and start collaborating like a real team, this is it.

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🚀 Quick Start

# 1. Configure the MCP broker for every installed CLI (Claude / Gemini / Codex)
npx let-them-talk init

# 2. Launch the web dashboard (localhost:3000)
node .agent-bridge/launch.js

Now open your CLI in a second terminal and tell it to join:

You are "Alice". Call register("Alice","Claude"), then get_briefing(),
then listen_group() and stay in the loop.

Open a third terminal, tell that agent to register as Bob, and the two will start talking. Everything is visible in the dashboard Messages tab, and you can reply directly from there.

Skip the manual prompts with npx let-them-talk init --template team — gives you Coordinator + Researcher + Coder prompts ready to paste.

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⚡ Why Let Them Talk

Without Let Them Talk	With Let Them Talk
One agent works, you copy-paste context to the next	Agents share one runtime and see each other's work automatically
"Done" is just a message that says "done"	Completion requires structured evidence (summary, verification, files_changed, confidence)
You babysit the loop all day	get_work / verify_and_advance + autonomy-v2 run the loop for you
No visibility into what agents are doing	Dashboard with Messages, Tasks, Workflows, Graph, Plan, 3D Hub
Provider lock-in	Claude Code, Gemini CLI, Codex CLI, Ollama, and custom API agents all first-class
Coordination is "chat"	Branches are full execution contexts. Sessions are branch-scoped. Governance is event-backed.

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✨ Features

• 65 MCP tools for the full coordination surface — register, send_message, broadcast, listen_group, get_work, verify_and_advance, create_task, start_plan, advance_workflow, lock_file, log_decision, kb_write, call_vote, submit_review, handoff, and 50+ more.
• Canonical runtime — event-backed state under .agent-bridge/runtime/ with replay, projections, and branch-local isolation.
• Branches as full execution contexts — messages, tasks, workflows, sessions, evidence, governance (decisions, KB, reviews, votes, rules, progress) all switch together on a branch change.
• Sessions + evidence-backed completion — first-class session records; "done" is authoritative only when structured evidence is recorded (summary, verification, files_changed, confidence, recorded_at, recorded_by_session).
• Explicit runtime descriptors — runtime_type, provider_id, model_id, capabilities (chat, vision, image_generation, video_generation, texture_generation). Mixed-provider teams coordinate by capability, not guesswork.
• Autonomy-v2 — get_work picks the next item using canonical state + sessions + evidence + capabilities + contracts. Watchdog with idle detection, retry policy, circuit breakers, and bounded escalation.
• 3D virtual office — real-time chibi-style visualization of your team. Agents walk between desks, react to broadcasts, celebrate tasks, sleep when idle.
• Web dashboard — 12 tabs: 3D Hub, Messages, Tasks, Workspaces, Workflows, Graph, Plan, Launch, Rules, Stats, Services, Docs.
• Managed mode — structured turn-taking with a Manager agent (claim_manager, yield_floor, set_phase) — prevents 3+ agent chaos.
• Channels — sub-team communication without flooding #general.
• Markdown workspace export — Obsidian-friendly one-way export (.agent-bridge-markdown/), explicitly non-authoritative.
• Grouped verification — verify:contracts, verify:replay, verify:invariants, verify:smoke — script-driven, deterministic, dozens of invariants covered.
• 0-vulnerability dependencies — only 2 direct deps (@modelcontextprotocol/sdk, three), every transitive pinned to a known-safe version.

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📦 Installation

Prerequisites

• Node.js 18 or higher — node --version to check
• One or more AI CLIs:
  • Claude Code
  • Gemini CLI
  • Codex CLI

Init (auto-detect everything installed)

cd your-project
npx let-them-talk init

Init for a specific CLI

npx let-them-talk init --claude     # Claude Code only
npx let-them-talk init --gemini     # Gemini CLI only
npx let-them-talk init --codex      # Codex CLI only
npx let-them-talk init --all        # All three
npx let-them-talk init --ollama     # Add a local Ollama bridge

Init with a ready-made template

npx let-them-talk init --template pair      # 2-agent chat
npx let-them-talk init --template team      # Coordinator + Researcher + Coder
npx let-them-talk init --template review    # Author + Reviewer code-review pair
npx let-them-talk init --template debate    # Pro + Con structured debate
npx let-them-talk init --template managed   # Manager + Designer + Coder + Tester

What init writes (all merge-safe)

• .mcp.json — Claude Code MCP config
• .gemini/settings.json — Gemini CLI MCP config
• .codex/config.toml — Codex CLI MCP config
• AGENTS.md / CLAUDE.md — background-worker rules block (marker-delimited, never clobbers your content)
• .agent-bridge/launch.js — local launcher (no re-download needed)
• .gitignore — adds sensible entries

All existing configs are preserved — agent-bridge is added alongside your other MCP servers, with .backup files created before any edit.

Launch the dashboard

node .agent-bridge/launch.js              # localhost:3000
node .agent-bridge/launch.js --lan        # also listen on LAN (phone/tablet)
node .agent-bridge/launch.js status       # CLI status snapshot
node .agent-bridge/launch.js msg <agent>  # send a message from the terminal
node .agent-bridge/launch.js migrate      # backfill canonical events from legacy projects

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🎬 The 60-second demo

# In project folder
npx let-them-talk init --template team
node .agent-bridge/launch.js

Open three terminals. The templates output prints the exact prompt to paste into each:

• Terminal 1 (Coordinator): receives the user's request, breaks it into tasks, delegates to Researcher and Coder.
• Terminal 2 (Researcher): reads code, searches patterns, reports findings to Coordinator.
• Terminal 3 (Coder): implements, reports summary + verification + files_changed back.

From the dashboard Messages tab, send the Coordinator a task. Watch the team execute it across all three terminals, with every message, task transition, workflow step, and evidence record live on screen. The 3D Hub shows chibi versions of your agents walking to their desks and typing when working.

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🎛️ Dashboard tour

Tab	What it does
3D Hub	Live chibi-style visualization of your team. Per-project worlds, buildings, behaviors.
Messages	Full conversation timeline with threading, reactions, pinning, search, and direct reply-to-Dashboard.
Tasks	Kanban of all tasks across the branch. Drag to change status. Evidence-backed completion. Clear All Tasks button for cleanup.
Workspaces	Per-agent scratchpad. Other agents can read, only you can write. 50 keys, 100 KB values.
Workflows	Multi-step plans with dependencies, parallel steps, and auto-advance on verify.
Graph	Agent/task/dependency network view.
Plan	Live autonomous-plan progress with pause/stop/skip/reassign controls.
Launch	Start agents directly from the dashboard (Add Project initializes the target folder for you).
Rules	Project-wide rules injected into every agent's guide.
Stats	Messages, tasks, completion rates, per-agent activity.
Services	Status of configured providers and API keys.
Docs	Shipped architecture + usage docs, searchable.

The dashboard also supports:

• Saved named layouts
• Omnibox / command palette on the search bar
• Per-project branch switching and Clear Messages (canonical-aware)
• Reinstall Providers — rewrites per-project MCP configs and refreshes the AGENTS.md rule block without touching your other content

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📐 Core concepts

Runtime

• Canonical truth lives in an event-backed runtime under .agent-bridge/runtime/.
• Legacy flat .json / .jsonl files in .agent-bridge/ are compatibility projections during migration — not the authority model.
• All mutations go through a shared canonical facade (state/canonical.js). The dashboard is a client of the broker, not a second writer.

Branches

Branches are full execution contexts, not just message logs. A branch switch replaces the migrated branch-local view all at once:

• messages and history
• delivery and read state
• conversation control and non-general channels
• tasks and workflows
• workspaces
• sessions and evidence
• governance: decisions, KB, reviews, dependencies, votes, rules, progress

Branch creation snapshots the source branch at the fork point. Branch-local changes never bleed into main until explicitly advanced.

Sessions + evidence

Sessions are branch-scoped records of one agent's work on one branch. Rejoining the same branch resumes that branch-scoped context. Forks carry historical session and evidence context but do not clone live execution.

Completion is authoritative only when structured evidence is recorded:

• summary
• verification
• files_changed
• confidence (0–100)
• recorded_at
• recorded_by_session

Anything less is a conversational "done", not a runtime "done".

Providers + capabilities

Every agent has an explicit runtime descriptor:

• runtime_type (CLI / API / custom)
• provider_id (Claude / Codex / Gemini / Ollama / ...)
• model_id
• capabilities — tokens like chat, vision, image_generation, video_generation, texture_generation

Coordinators can route work by capability instead of by heuristic — get_work and task assignment both respect declared capabilities.

Autonomy loop

Instead of babysitting the chat:

Coordinator → start_plan(name, steps, assignees)
        ↓
Each agent → get_work() → do work → verify_and_advance() → get_work() → ...

• get_work picks the highest-priority item from: assigned workflow step, claimable task, open review, help request, blocked dependency, and more.
• verify_and_advance self-verifies with evidence. ≥ 70 confidence auto-advances. 40–69 advances with a flag. < 40 broadcasts a help request.
• retry_with_improvement handles failures. 3 failed retries auto-escalate to the team. Skill accumulation is stored in the KB for everyone.
• Watchdog detects idle agents, stuck steps, and dead owners. Can rotate ownership within bounds.

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🧩 Agent templates

Agent templates (role prompts)

Template	Agents	Use when
pair	A, B	Two-agent brainstorm or Q&A
team	Coordinator, Researcher, Coder	Feature work with research + implementation
review	Author, Reviewer	Code-review loop
debate	Pro, Con	Explore tradeoffs / architecture decisions
managed	Manager, Designer, Coder, Tester	3+ agents with structured turn-taking

Conversation templates (workflow skeletons)

Template	Purpose
feature-build	End-to-end feature: research → design → implement → test
code-review	Structured code review with evidence
debug-squad	Coordinated bug triage and fix
research-write	Research → synthesize → document
autonomous-feature	Fully autonomous multi-agent feature build

List, show, or apply templates:

npx let-them-talk templates                         # list all
npx let-them-talk init --template team              # scaffold a team

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🧪 Verification

Script-driven, deterministic, no flake:

npm test                           # delegates to agent-bridge
npm --prefix agent-bridge run verify            # full suite
npm --prefix agent-bridge run verify:contracts  # runtime + schema + branches + markdown
npm --prefix agent-bridge run verify:replay     # event replay (healthy + clean + negative)
npm --prefix agent-bridge run verify:invariants # dashboard, capabilities, parity, sessions, evidence, autonomy, hooks
npm --prefix agent-bridge run verify:smoke      # representative subset

The verify suite doesn't claim to cover every provider or runtime matrix, and does not include browser automation. But every shipped invariant is script-enforced on every release.

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🔐 Security

• Dashboard binds to 127.0.0.1 by default. LAN mode (--lan) requires explicit enablement and uses a file-based auth token.
• Rate-limited API endpoints on non-localhost requests.
• No telemetry, no cloud. Everything runs locally.
• Obsidian-quality rich rendering — GFM tables, fenced code with syntax highlighting (highlight.js), Obsidian-style callouts (> [!NOTE], > [!WARNING], > [!SUMMARY]- collapsible), Mermaid diagrams, KaTeX math, clickable image lightbox, copy-code buttons. Every shipping lib is bundled locally under vendor/ so the dashboard works offline.
• 0 known vulnerabilities in the shipped tarball as of v5.5.4.
• Sensitive-path blocks on file-share: .env, .pem, .key, .lan-token, mcp.json, and the agent-bridge data directory cannot be shared.
• See SECURITY.md for the disclosure policy.

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📚 Architecture

Source-of-truth docs:

• docs/architecture/runtime-contract.md
• docs/architecture/branch-semantics.md
• docs/architecture/canonical-event-schema.md
• docs/architecture/markdown-workspace.md
• docs/architecture/runtime-migration-hardening.md
• docs/architecture/upgrade-summary.md — tour of what shipped in the v5.x upgrade

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🧾 Commands reference

Full CLI surface for copy-paste convenience:

# Setup & init
npx let-them-talk init
npx let-them-talk init --claude
npx let-them-talk init --gemini
npx let-them-talk init --codex
npx let-them-talk init --all
npx let-them-talk init --ollama
npx let-them-talk init --template <name>

# Packaged helpers via npx
npx let-them-talk dashboard
npx let-them-talk status
npx let-them-talk templates
npx let-them-talk uninstall
npx let-them-talk help

# After init, local launcher (no re-download)
node .agent-bridge/launch.js
node .agent-bridge/launch.js --lan
node .agent-bridge/launch.js status
node .agent-bridge/launch.js msg <agent> <text>
node .agent-bridge/launch.js reset
node .agent-bridge/launch.js migrate

# Verification (run from repo root)
npm test
npm --prefix agent-bridge run verify
npm --prefix agent-bridge run verify:contracts
npm --prefix agent-bridge run verify:replay
npm --prefix agent-bridge run verify:invariants
npm --prefix agent-bridge run verify:smoke

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💬 Community

• Discord — questions, show-and-tell, feedback
• GitHub Issues — bugs and feature requests
• Website — project home

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📄 License

Business Source License 1.1. See the license file for usage terms.

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_{Built for humans who want their AI agents to work as a team.}