Alberto Schiabel
f8a6483cfb
This PR: - builds on top of https://github.com/ComposioHQ/composio/pull/4475 - stores `composio execute` responses over 40,000 UTF-8 bytes in a session file, replacing the check for more than 10,000 o200k tokens added in https://github.com/ComposioHQ/composio/pull/2979 - keeps `tokenCount` in the stored-output summary as an estimate (`ceil(sizeBytes / 4)`), adds `sizeBytes`, and logs `Response stored in <path> (N KB, ~M tokens)` - removes `js-tiktoken` and the `execute-output-encoder-runtime` companion from https://github.com/ComposioHQ/composio/pull/4469, with its tsdown entry, build-guard and startup-import patterns, upgrade fixture entry, and the encoder fallback and special-token tests - keeps `execute-output-encoder-runtime.mjs` in the three uninstall lists, so installs that shipped it can still remove the leftover file - behavior change: a 10–40KB response of more than 10,000 tokens now prints inline, and dense non-ASCII output (about 1–2 bytes per token) can print inline at up to ~20,000 tokens - verified: CLI typecheck, full CLI vitest (131 files, 1343 passed, 1 skipped), `test/release-workflow.test.ts`, and `build-companion-modules.ts` with the executable graph check ## Context Nothing reads `tokenCount` as a number: it appears only in the stored-output summary, the two log lines, session history, and a debug log in `run-helpers-runtime.ts`. o200k is not the tokenizer of the model that reads the output, so the exact count only moved the cutoff. It cost the 2.3MB rank table, ~330ms after large tool calls (measured in #4469, not re-measured here), and a separately shipped companion whose absence made `composio run` require a repair download after an upgrade.
composio.dev • Documentation • Quickstart • Changelog
Composio
Composio gives your AI agents 1000+ pre-authenticated toolkits, per-user sessions, authentication, triggers, and a sandbox, so you can ship agents that turn intent into action.
This is the Composio SDK monorepo. It contains:
@composio/core: TypeScript SDKcomposio: Python SDKcomposioCLI: search, execute, and script tools from your shell- Provider adapters for OpenAI Agents, Claude Agent SDK, Vercel AI SDK, LangChain, and more
Quickstart
Create a session for a user, hand its tools to your agent, and let the agent take action across 1000+ apps. Grab a COMPOSIO_API_KEY from the dashboard first.
TypeScript
npm install @composio/core @composio/openai-agents @openai/agents
@composio/coreintentionally packages its TypeScript source and SDK docs so the installed package is inspectable to coding agents. If you want a smaller install with the same API, use@composio/slim.
import { Composio } from "@composio/core";
import { OpenAIAgentsProvider } from "@composio/openai-agents";
import { Agent, run } from "@openai/agents";
const composio = new Composio({ provider: new OpenAIAgentsProvider() });
// Each session is scoped to one of your users
const session = await composio.create("user_123");
const tools = await session.tools();
const agent = new Agent({
name: "Personal Assistant",
instructions: "You are a helpful assistant. Use Composio tools to take action.",
tools,
});
const result = await run(agent, "Summarize my emails from today");
console.log(result.finalOutput);
Python
pip install composio composio-openai-agents openai-agents
from composio import Composio
from composio_openai_agents import OpenAIAgentsProvider
from agents import Agent, Runner
composio = Composio(provider=OpenAIAgentsProvider())
# Each session is scoped to one of your users
session = composio.create(user_id="user_123")
tools = session.tools()
agent = Agent(
name="Personal Assistant",
instructions="You are a helpful assistant. Use Composio tools to take action.",
tools=tools,
)
result = Runner.run_sync(starting_agent=agent, input="Summarize my emails from today")
print(result.final_output)
By default a session gets meta tools that discover, authenticate, and execute app tools at runtime, so you don't load hundreds of tool definitions into context. Store session.session_id and reuse it with composio.use() across turns. See what a session is and configuring sessions for restricting toolkits, auth configs, and connected accounts.
Prefer MCP? Every session also exposes a hosted MCP endpoint. Pass mcp: true to composio.create() and point Claude, Cursor, or any MCP client at session.mcp.url. See sessions via MCP.
CLI
The composio CLI runs Composio from your shell and gives coding agents like Claude Code a local tool surface.
curl -fsSL https://composio.dev/install | sh
The installer puts composio on your PATH for future terminals. Open a new terminal, then run composio login. See INSTALL.md for shell setup overrides, including COMPOSIO_INSTALL_SHELL=none for install-only runs.
Use composio search to find tools, composio execute to run them, composio link to connect accounts, and composio run to script workflows in TypeScript. See the CLI docs.
Providers
A provider adapts Composio tools to your agent framework's native tool format:
| Provider | TypeScript | Python |
|---|---|---|
| OpenAI | @composio/openai |
composio-openai |
| OpenAI Agents | @composio/openai-agents |
composio-openai-agents |
| Anthropic | @composio/anthropic |
composio-anthropic |
| Claude Agent SDK | @composio/claude-agent-sdk |
composio-claude-agent-sdk |
| Vercel AI SDK | @composio/vercel |
— |
| Google GenAI | @composio/google |
composio-gemini, composio-google |
| Google ADK | — | composio-google-adk |
| LangChain | @composio/langchain |
composio-langchain |
| LangGraph | via @composio/langchain |
composio-langgraph |
| LlamaIndex | @composio/llamaindex |
composio-llamaindex |
| Mastra | @composio/mastra |
— |
| Pi | @composio/experimental* |
— |
| Cloudflare Workers AI | @composio/cloudflare |
— |
| CrewAI | — | composio-crewai |
| AutoGen | — | composio-autogen |
* The Pi provider is experimental and ships from @composio/experimental.
Don't see your framework? Build a custom provider, or skip providers entirely and connect over MCP.
All packages
Everything published from this repo:
| Package | Description |
|---|---|
@composio/core |
TypeScript SDK |
@composio/slim |
@composio/core without packaged source or docs; same API, smaller install |
composio CLI |
Standalone CLI binary: curl -fsSL https://composio.dev/install | sh |
@composio/experimental |
Experimental integrations, including the Pi provider |
@composio/json-schema-to-zod |
JSON Schema to Zod conversion |
@composio/* provider adapters |
OpenAI, OpenAI Agents, Anthropic, Claude Agent SDK, Vercel, Google, LangChain, LlamaIndex, Mastra, Cloudflare |
composio |
Python SDK |
composio-* provider adapters |
OpenAI, OpenAI Agents, Anthropic, Claude Agent SDK, Gemini, Google, Google ADK, LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen |
Repository layout
ts/ TypeScript SDK workspace
packages/core/ @composio/core
packages/providers/ Provider adapters
packages/cli/ Composio CLI
python/ Python SDK and provider packages
docs/ Documentation site (docs.composio.dev)
The TypeScript SDK is tested against Node 22+; the Python SDK supports Python 3.10+.
Development
mise install # pinned toolchain (Node, Python, pnpm)
pnpm install
pnpm build
pnpm test
Python commands run from python/; see python/README.md. We welcome contributions to both SDKs; read the contribution guidelines before submitting pull requests.
Support
License
MIT. See LICENSE.