Talon

Multi-platform agentic AI harness. Runs on Telegram, Discord, Microsoft Teams, the Terminal, and a cross-platform Desktop/Mobile companion app (Flutter), with a pluggable backend (Claude Agent SDK, Kilo, OpenCode, Codex, or OpenAI Agents) and full tool access through MCP.

Features

| | | | --------------------- | -------------------------------------------------------------------------------------------------------------------------------------------- | | Multi-frontend | Telegram (Grammy + GramJS userbot), Discord (discord.js), Microsoft Teams (Bot Framework), Terminal with live tool visibility, and a Desktop/Mobile app (Flutter) over a local/remote bridge | | Pluggable backend | Claude Agent SDK, Kilo, OpenCode, Codex, OpenAI Agents — selectable per-process via backend config. Streaming, model fallback, context-overflow recovery. | | MCP tools | Messaging, media, history, search, web fetch, cron jobs, triggers, goals, stickers, file system, admin controls | | Plugins | Hot-reloadable plugin system with talon plugin install/enable/disable (npm, git, or local sources). Built-in: GitHub, MemPalace, Playwright, Brave Search | | Background agents | Heartbeat (hourly by default — advances goals, proactively messages when something matters) and Dream (memory consolidation + diary) | | Goals | Persistent multi-day objectives the agent commits to in chat; every heartbeat run re-reads them, makes progress, and records what it did | | Skills | SKILL.md workflow bundles the agent authors and reuses, with talon skill install/enable/disable (local folders, git, or owner/repo — the Anthropic skills ecosystem installs directly) | | Triggers | Self-authored watcher scripts (bash/python/node) that wake the bot when conditions are met | | Task table | Every unit of agent work — chat turns, heartbeat, dream, isolated cron/trigger jobs — registered live; talon ps / talon kill | | Event bus | Typed internal pub-sub spine (task + turn lifecycle events); subsystems subscribe instead of importing each other; talon events -f | | VFS | Unified talon:// namespace over workspace, skills, scripts, logs, plus /proc-style live views of the task table, event bus, and plugin registry; talon ls / talon cat | | Per-chat settings | Model, effort level, and pulse toggle per conversation via inline keyboard | | Model registry | Models discovered from the active backend at startup — new models appear in all pickers automatically |

Quick Start

git clone https://github.com/dylanneve1/talon.git && cd talon
npm install

# Interactive setup (select frontend, configure tokens, pick model)
npx talon setup

# Start
npx talon start       # configured frontend (daemon mode)
npx talon chat        # terminal chat mode

Prerequisites:

• Node.js 24+
• Backend-specific:
  • claude backend: Claude Code installed and authenticated (claude CLI on PATH).
  • kilo backend: nothing extra — @kilocode/sdk spawns a local server. Free models are accessible without auth; routed models use Kilo's own credentials.
  • opencode backend: nothing extra — @opencode-ai/sdk spawns a local server.
  • codex backend: install the codex CLI (npm i -g @openai/codex) and authenticate with codex login, CODEX_API_KEY, TALON_CODEX_KEY, or codexApiKey. OPENAI_API_KEY is used only as a fallback when no Codex login exists.

Standalone binary

Each release also ships self-contained binaries (no Node.js required) for Linux and macOS (x64 + arm64) and Windows (x64). Prompts and all native modules are embedded in the binary.

# Homebrew (macOS / Linux)
brew install dylanneve1/talon/talon

# Debian / Ubuntu — download the .deb for your arch from the release, then:
sudo apt install ./talon_<version>_amd64.deb     # or _arm64.deb

# Direct download — grab talon-<os>-<arch> from the release, verify, run:
chmod +x talon-linux-x64 && ./talon-linux-x64 --version
# macOS, if Gatekeeper blocks an unsigned binary:
xattr -d com.apple.quarantine ./talon-darwin-arm64

Verify a direct download against the release SHA256SUMS: sha256sum -c SHA256SUMS --ignore-missing.

The binary runs the full interactive/agent CLI (setup, start, chat, doctor, …). Hosting Talon's own MCP server (talon as an MCP stdio server for another client) still needs the npm/Node install — it spawns a tsx loader that isn't present in a compiled binary.

Architecture

index.ts                    Composition root
  |
  +-- core/                 Platform-agnostic engine
  |   +-- agent-runtime/    Backend capability interfaces, events, stores
  |   +-- models/           Model layer: catalog, per-chat active model,
  |   |                     reasoning-effort vocabulary
  |   +-- prompt/           System-prompt assembly + prompts/system templates
  |   +-- background/       Agents that run without a user message:
  |   |                     heartbeat, dream, pulse, cron, triggers
  |   +-- tools/            MCP tool definitions + spawn/env contract
  |   +-- engine/           Message flow: dispatcher (per-chat serial,
  |   |                     cross-chat parallel), HTTP gateway for MCP
  |   |                     tool calls, backend lifecycle controller
  |   +-- plugin.ts         Plugin loader, registry, hot-reload
  |
  +-- backend/
  |   +-- registry.ts       Bootstrap-decoupled backend lookup
  |   +-- shared/           Cross-backend helpers (stream state, flow violation,
  |   |                     delivery contract, metrics, prompt format,
  |   |                     model retry, system prompt, usage)
  |   +-- remote-server/    Shared infrastructure for agent-server backends
  |   |                     (MCP registration, sessions, providers, lifecycle)
  |   +-- claude-sdk/       Claude Agent SDK (in-process MCP, hooks)
  |   +-- kilo/             Kilo HTTP server backend (streaming via SSE)
  |   +-- opencode/         OpenCode HTTP server backend
  |   +-- codex/            Codex CLI backend (`@openai/codex-sdk`)
  |   +-- openai-agents/    OpenAI Agents SDK backend (Responses API)
  |
  +-- frontend/
  |   +-- shared/           Cross-frontend presentation helpers
  |   +-- telegram/         Grammy bot + GramJS userbot
  |   +-- discord/          discord.js v14
  |   +-- teams/            Bot Framework + Graph API
  |   +-- terminal/         Readline CLI with tool call visibility
  |   +-- desktop/          Client bridge (HTTP + SSE) for the companion app
  |
  +-- storage/              Sessions, history, chat settings,
  |                         cron jobs, media index, daily logs
  +-- util/                 Config, logging, workspace, paths, time

Dependency rule: core/ imports nothing from frontend/ or backend/. Frontends and backends depend on core types, never on each other. All five backends (Claude SDK, Kilo, OpenCode, Codex, OpenAI Agents) implement the same Backend capability interface from core/agent-runtime/capabilities.ts. Kilo and OpenCode additionally share the remote-server/ infrastructure because they wrap forks of the same upstream HTTP agent server.

Prompts: everything the model reads at session start is assembled by core/prompt/ from the files in prompts/ — see prompts/README.md for the assembly order, file ownership (user-editable vs package-owned templates), and the per-backend delivery contracts.

Backends

Select via the backend field in ~/.talon/config.json. All backends implement the same Backend capability interface — heartbeat, dream, and chat handlers are backend-agnostic.

| Backend | backend value | Transport | Notes | | ---------- | --------------- | ----------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | Claude SDK | "claude" | In-process via @anthropic-ai/claude-agent-sdk | Requires the claude CLI on PATH. Hook-based turn termination. | | Kilo | "kilo" | Local HTTP server via @kilocode/sdk | SSE-streamed turns. Routes to many model providers via Kilo's auth. | | OpenCode | "opencode" | Local HTTP server via @opencode-ai/sdk | SSE-streamed turns; same MCP and session shape as Kilo (upstream fork). | | Codex | "codex" | Per-turn subprocess via @openai/codex-sdk | Requires the codex CLI from @openai/codex and Codex auth (codex login, CODEX_API_KEY, TALON_CODEX_KEY, or codexApiKey). MCP servers configured via TOML overrides at thread start. | | OpenAI Agents | "openai-agents" | In-process via @openai/agents | Responses API (or any OpenAI-compatible endpoint via TALON_AGENTS_URL / openaiBaseUrl). Persistent per-chat MCP bundles. |

The Kilo and OpenCode backends share infrastructure (backend/remote-server/) since the upstream HTTP API is the same; each backend supplies its own SDK client, port, and delivery suffix. Codex is its own integration on top of the Codex CLI's JSONL event stream.

Desktop & mobile app

The desktop frontend turns the daemon into a client bridge — a versioned HTTP + Server-Sent-Events JSON API (the Talon Client Bridge Protocol, src/frontend/desktop/protocol.ts) that any GUI client can speak. The reference client is Talon Companion, a single Flutter codebase that runs on Windows, macOS, Linux, and Android.

// ~/.talon/config.json
{
  "frontend": "desktop",
  "desktop": { "host": "127.0.0.1", "port": 19880 }
  // For remote (e.g. a phone): "host": "0.0.0.0", "token": "your-secret"
}

• Local (desktop): the app connects to a Talon on the same machine and launches one if needed (TALON_FRONTEND_OVERRIDE=desktop).
• Remote (mobile/LAN): point the app at host:port + token; the bridge requires Authorization: Bearer … (or ?token= on the SSE stream) whenever a token is set.
• Encryption: off-loopback binds serve HTTPS by default with a persistent self-signed certificate (~/.talon/keys/); the companion pins its SHA-256 fingerprint on first connect and refuses any change afterwards. The daemon logs the fingerprint at startup and /health advertises it. Opt out (or in, on loopback) with "tls": false / true in the desktop section.

The app provides multi-chat history, live streaming with reasoning + tool-call visibility, per-chat model/effort/pulse/reset, and settings sync — read and change the daemon's own config (default model, display name, timezone, pulse/heartbeat/dream) and restart it. See apps/companion/README.md.

Managing plugins & skills

Both stores are managed from the CLI; changes hot-reload into a running daemon (plugins) or apply on the next session (skills):

# Plugins — npm specs, git repos, or local paths
talon plugin install @scope/my-talon-plugin        # npm → module plugin
talon plugin install some-mcp-server --mcp         # npm → standalone MCP server (npx)
talon plugin install owner/repo                    # git → module plugin
talon plugin list                                  # built-ins + configured entries
talon plugin disable github                        # also toggles built-ins
talon plugin remove my-talon-plugin

# Skills — SKILL.md folders from local paths, git URLs, or owner/repo[/subpath]
talon skill install anthropics/skills/document-skills/pdf
talon skill install ./my-skill --force
talon skill list
talon skill disable pdf                            # hidden from the prompt index, still readable
talon skill remove pdf

Module plugins install under ~/.talon/plugins/; standalone MCP servers are registered as npx entries in config.json. Disabling keeps the entry (or a .disabled marker in the skill folder) so enabling restores it unchanged.

Built-in Plugins

GitHub

GitHub API access via the official GitHub MCP server. Gives the agent access to repositories, issues, PRs, code search, and more.

Requirements: Docker installed and running.

{
  "github": {
    "enabled": true,
    "token": "ghp_..."
  }
}

The token is optional --- defaults to the output of gh auth token if the GitHub CLI is authenticated.

Long-term Memory

Talon supports two long-term memory backends, selected via the unified memory section:

{
  "memory": {
    "enabled": true,
    "backend": "mempalace"
  }
}

Set "backend" to "mempalace" (local, vector search + knowledge graph) or "mem0" (mem0 hosted platform or self-hosted server). Backend-specific settings go in a matching memory.mempalace / memory.mem0 sub-object. The legacy top-level mempalace section is still honored when memory is absent.

MemPalace backend

Structured long-term memory with vector search. The agent can store, search, and retrieve memories semantically. Integrates with Dream mode for automatic memory consolidation and personal diary entries.

Requirements: Python 3.10+ with the mempalace package.

# Set up a Python environment
python -m venv ~/.talon/mempalace-venv
~/.talon/mempalace-venv/bin/pip install mempalace    # Unix
# or: ~/.talon/mempalace-venv/Scripts/pip install mempalace   # Windows

{
  "memory": {
    "enabled": true,
    "backend": "mempalace",
    "mempalace": {
      "palacePath": "~/.talon/workspace/palace",
      "pythonPath": "~/.talon/mempalace-venv/bin/python"
    }
  }
}

Both paths are optional --- defaults to ~/.talon/workspace/palace/ and the venv Python respectively.

mem0 backend

Long-term memory via mem0 --- mem0 extracts durable facts from what the agent stores and retrieves them by semantic search. Works against the hosted platform (API key) or a self-hosted mem0 server.

Requirements: None --- the mem0ai SDK is bundled with Talon.

{
  "memory": {
    "enabled": true,
    "backend": "mem0",
    "mem0": {
      "apiKey": "m0-...",
      "userId": "talon"
    }
  }
}

apiKey defaults to the MEM0_API_KEY env var. For a self-hosted server set "host" instead --- the key is then optional. userId is the entity id memories are filed under (default "talon").

Playwright

Headless browser automation via the Playwright MCP server. The agent can browse websites, take screenshots, generate PDFs, fill forms, and scrape content.

Requirements: None --- @playwright/mcp is bundled with Talon.

{
  "playwright": {
    "enabled": true,
    "browser": "chromium",
    "headless": true
  }
}

Supported browsers: chromium (default), chrome, firefox, webkit, msedge.

Brave Search

Web search via the Brave Search MCP server. Replaces the built-in WebSearch/WebFetch tools with higher-quality search results.

{
  "braveApiKey": "BSA..."
}

Get an API key at brave.com/search/api.

Custom Plugins

Plugins add MCP tools and gateway actions without modifying core code. SOLID interface --- only name is required.

{
  "plugins": [{ "path": "/path/to/my-plugin", "config": { "apiKey": "..." } }]
}

export default {
  name: "my-plugin",
  version: "1.0.0",
  mcpServerPath: resolve(import.meta.dirname, "tools.ts"),
  validateConfig(config) {
    /* return errors or undefined */
  },
  getEnvVars(config) {
    return { MY_KEY: config.apiKey };
  },
  handleAction(body, chatId) {
    /* gateway action handler */
  },
  getSystemPromptAddition(config) {
    return "## My Plugin\n...";
  },
  init(config) {
    /* one-time setup */
  },
  destroy() {
    /* cleanup */
  },
};

Plugins support hot-reload via the reload_plugins MCP tool --- no restart required.

CLI

talon setup     Interactive setup wizard
talon start     Start as a background daemon
talon stop      Stop the daemon
talon chat      Terminal chat mode (always available)
talon status    Health, sessions, plugins, disk usage
talon config    View or edit configuration
talon logs      Tail structured log file
talon doctor    Validate environment and dependencies

Configuration

Config file: ~/.talon/config.json

| Field | Default | Description | | -------------------------- | ------------ | ----------------------------------------------------------------------------------------------------------------------- | | frontend | "telegram" | "telegram", "discord", "teams", "terminal", or an array | | backend | "claude" | "claude", "kilo", "opencode", "codex", or "openai-agents" | | botToken | --- | Telegram bot token | | model | "default" | Default model. Interpretation depends on the active backend. | | codexApiKey | --- | Codex-only OpenAI API key. Prefer this over openaiApiKey for Codex API-key auth. codex login takes precedence over shared openaiApiKey. | | concurrency | 1 | Max concurrent AI queries (1--20) | | pulse | true | Periodic group engagement | | heartbeat | false | Background maintenance agent | | heartbeatIntervalMinutes | 60 | Heartbeat interval | | braveApiKey | --- | Brave Search API key | | timezone | --- | IANA timezone (e.g. "Europe/London") | | plugins | [] | External plugin packages | | disabledToolTags | --- | Hide whole tool groups from the model (e.g. ["stickers", "web"]) — each registered tool costs context tokens per session | | disabledTools | --- | Hide individual tools by name (end_turn cannot be disabled) | | adminUserId | --- | Telegram user ID for /admin commands | | allowedUsers | --- | Whitelist of Telegram user IDs | | apiId / apiHash | --- | Telegram API credentials for full message history | | github | --- | GitHub plugin config (see above) | | memory | --- | Long-term memory backend selection: mempalace or mem0 (see above) | | mempalace | --- | Legacy MemPalace plugin config (prefer memory) | | playwright | --- | Playwright plugin config (see above) |

Terminal Mode

npx talon chat

Tool calls shown in real-time with parameters. Streaming phase indicators (thinking / responding / using tools). Per-turn stats: duration, tokens, cache hit rate, tool count.

Commands: /model, /effort, /reset, /status, /help

Production

Docker:

docker compose up -d

Systemd: unit file at packaging/systemd/talon.service — copy to /etc/systemd/system/, set User= and WorkingDirectory=, then systemctl enable --now talon.

Health endpoint: GET http://localhost:19876/health returns JSON with uptime, memory, queue depth, active sessions, and last activity timestamp.

Logging: Structured JSON via pino to ~/.talon/talon.log. Rotated on startup when the file exceeds 10MB.

Resilience: Dynamic model fallback on overload, session auto-retry on expiry, rate limit handling with backoff, atomic file writes, graceful shutdown with 15-second drain timeout.

Development

npm run dev              # watch mode
npm test                 # 2300+ tests across unit / SDK-stub / MCP-functional / integration tiers
npm run test:coverage    # with coverage report
npm run typecheck        # tsc --noEmit
npm run lint             # oxlint
npm run format           # prettier --write

License

MIT