ToolWorkflow automation / Data & APIs
Build workflow automation using service connectors, branching and human approvals.
- How to use it
- Use the official builder and connector guides.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Integrations use service credentials and may write external data; code and AI steps require separate review.
AgentWorkflow automation / Data & APIs
Perform desktop and document workflow tasks using screen, mouse and keyboard interaction.
- How to use it
- Use the documented agent_s workflow with explicit model and screen settings.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Can control the desktop. Optional local environment executes Python/Bash; review this separately before enabling it.
MCPFinance & Crypto / Testing / Workflow automation
Expose Alpaca market-data, private-account and order-management operations to an MCP client; includes paper and live trading configurations.
- How to use it
- Alpaca account/API keys. Source defaults ALPACA_PAPER_TRADE to true and enables all toolsets unless restricted; live mode uses different configuration and credentials.
- Pricing
- README describes a free paper account, but data entitlements and total usage/live trading costs are not established.
- Permissions
- Default toolsets include private-account reads, account configuration changes, watchlist writes and order placement/cancel/position operations. Paper is default; live credentials and configuration can enable real trades. Not a read-only server.
SDKWorkflow automation / Research / Testing
Build browser automation agents in Python from a task and a configured model.
- How to use it
- Follow the official Python quickstart that creates an Agent and runs its task.
- Pricing
- Model use and optional cloud browser services may incur charges. Exact prices and current free credits are not confirmed.
- Permissions
- Browser context may contain sessions and private pages. Model calls send task context to the selected provider.
SDKFinance & Crypto / Testing / Workflow automation
Integrate wallet providers and on-chain action providers into a developer-built agent; supports operations that can transfer assets.
- How to use it
- Configure wallet/action providers and any required CDP/provider credentials separately. Network, signing authority and funding are application choices.
- Pricing
- Network transaction fees, provider infrastructure and model charges may apply; total cost is unknown.
- Permissions
- The README states the default wallet action provider can move funds. AgentKit does not itself require human transfer approval, enforce spend caps or allowlist destinations; prompt injection can influence actions.
ToolData & APIs / Workflow automation
Build visual design and content workflows for image, video and other media generation.
- How to use it
- Use official ComfyUI setup and a documented workflow template.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Loads model files and may use custom nodes or paid external provider nodes; review each addition.
AgentResearch / Workflow automation
Research a topic and work on extended tasks through a configured agent workspace.
- How to use it
- Use the runnable DeerFlow application and setup wizard; this is not a listing for its embedding APIs.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- Setup selects sandbox mode, bash access and file-writing tools. Model/search keys and any gateway or tool access must be configured deliberately.
MCPData & APIs / Workflow automation
Read and update spreadsheet workbooks, formulas, charts and formatting through MCP.
- How to use it
- Choose documented stdio or Streamable HTTP setup; SSE is deprecated.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Reads and writes local files. Stdio accepts per-call paths; HTTP file-directory configuration needs review.
ToolFinance & Crypto / Testing / Workflow automation
Evaluate configured crypto strategies on historical exchange data, simulate trading in dry-run mode, or operate a live trading bot when separately configured.
- How to use it
- CLI/UI with local configuration and market data. Dry-run can omit exchange trading keys; live operation requires appropriate exchange keys and explicit configuration.
- Pricing
- Software is open source; data access, compute and live exchange fees may apply. Total operating cost is unknown.
- Permissions
- Writes data, logs, results and a local trade database and executes strategy code. Dry-run reads exchange data and simulates orders; live mode can submit/cancel real exchange orders using keys. These are distinct modes.
MCPCoding / Research / Workflow automation
Read GitHub repositories and work with issues, pull requests and workflows through MCP.
- How to use it
- Use the official remote server or local configuration with appropriate GitHub authentication.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Token/OAuth permissions and enabled toolsets determine access; write tools can affect repositories and issues.
AgentCoding / Research / Data & APIs / Workflow automation
Work on coding, research or data tasks using a local agent and chosen extensions.
- How to use it
- Follow the official desktop or CLI quickstart and choose the extensions you need.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- Provider credentials or a supported account connection may be needed. Extension permissions and the exact approval defaults still need checking.
AgentWorkflow automation / Research / Coding
Handle research and workflow tasks with a local conversational agent and selected tools.
- How to use it
- Use the official interactive CLI and configure the chosen provider and tools.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Can use terminal tools and persistent memory. Optional messaging and schedules require separate credentials and approval.
AgentResearch / Workflow automation
Answer research questions using web or selected documents, with optional recurring research.
- How to use it
- Use the official web app or follow its self-hosting guide.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- May process connected documents and send questions to chosen model/search services. Exact permissions and delivery integrations need checking.
AgentCoding / Workflow automation
Work on coding tasks with an interactive agent that keeps memory across sessions.
- How to use it
- Start the documented Letta CLI in a project and configure its model connection.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Memory persists; hooks, tools and permission modes can enable external actions. Review credentials and retained data.
ToolWorkflow automation / Data & APIs
Build workflow automation across services using a visual canvas and configured actions.
- How to use it
- Use the official workflow builder and configure only required integrations.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Connected credentials can enable external reads and writes; code and agent nodes expand permissions.
AgentWorkflow automation
Handle conversational tasks and scheduled workflows through a self-hosted agent.
- How to use it
- Use the bundled WebUI or terminal agent, not the standalone Python SDK.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- Tools can access files, shell, web and chat channels. Choose workspace/access mode and review channel credentials before enabling them.
AgentResearch / Workflow automation
Attempt research and browser workflow tasks from a terminal goal.
- How to use it
- Follow the single-agent python main.py quickstart.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Model APIs require credentials; selected tools may access the browser, network and local files.
AgentWorkflow automation / Data & APIs
Carry out browser tasks and extract information using natural-language workflow goals.
- How to use it
- Use the runnable UI and browser task workflow; the Playwright-compatible SDK is a separate interface.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- May use website sessions or stored credentials, submit forms and download files. Review each workflow and target-site permission before use.
AgentWorkflow automation / Data & APIs
Automate document and application tasks on a Windows desktop.
- How to use it
- Use the README’s standalone UFO² setup and python -m ufo task workflow.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Desktop automation can read and change application content; model credentials and screen access need review.
AgentWorkflow automation / Testing
Use a visual desktop agent for computer and browser automation tasks.
- How to use it
- Use the UI-TARS Desktop quickstart for local or remote computer/browser operators.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Screen contents and actions can reach the model and affect applications. Operator credentials and permissions need review.
ToolWorkflow automation / Coding / Data & APIs
Build workflow automation, jobs and internal interfaces from scripts.
- How to use it
- Use official deployment and workflow guides; execution environment depends on selected language.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Executes supplied scripts and connected service actions; secrets, worker isolation and network access require review.