llama-index-tools-stackresolve

LlamaIndex tools for StackResolve: web intelligence for AI agents.

Choose software for a task, compare vendors, audit agent-readiness, and pull structured company facts. One tool call instead of a search-and-scrape loop.

pip install llama-index-tools-stackresolve

Quickstart

from llama_index.tools.stackresolve import StackResolveToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.anthropic import Anthropic

agent = FunctionAgent(
    tools=StackResolveToolSpec().to_tool_list(),
    llm=Anthropic(model="claude-sonnet-5"),
)

print(await agent.run("I need to scrape javascript-heavy sites. What should I use, and what does it cost?"))

Tools

find_tools, search_tools, compare_products, audit, get_company, get_pricing, find_competitors, research_company.

All of them work without a key, subject to an anonymous rate limit. A free key from stackresolve.dev/developers raises it, passed to the spec or set as STACKRESOLVE_API_KEY.

StackResolveToolSpec(api_key="ar_...")

Behavior worth knowing

Tools return readable text on failure rather than raising, so a timeout or an exhausted allowance does not end the agent's run. Output is capped at 6,000 characters and stays valid JSON when truncated.

Also available

Hosted MCP server: https://mcp.stackresolve.dev/mcp. LangChain: pip install langchain-stackresolve. CrewAI: pip install crewai-stackresolve. TypeScript: npm install stackresolve.

License

MIT