Craft.io MCP Server for LlamaIndexGive LlamaIndex instant access to 13 tools to Check Craft Status, Create Item, Get Company, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Craft.io as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The Craft.io app connector for LlamaIndex is a standout in the Productivity category — giving your AI agent 13 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Craft.io. "
"You have 13 tools available."
),
)
response = await agent.run(
"What tools are available in Craft.io?"
)
print(response)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Craft.io MCP Server
Connect your Craft.io product management account to any AI agent and simplify how you coordinate your product strategy, manage features, and monitor roadmaps through natural conversation.
LlamaIndex agents combine Craft.io tool responses with indexed documents for comprehensive, grounded answers. Connect 13 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Workspace Oversight — List all product management workspaces and retrieve detailed metadata and configurations.
- Feature & Epic Tracking — List, query, and create new items (features, stories, epics) within your workspaces to manage your backlog.
- Portfolio Control — List and query product portfolios to understand high-level organizational distribution and strategy.
- Data Insights — Fetch complete metadata, descriptions, and current status for any specific product item via AI.
- Roadmap Monitoring — Track the progress of features and epics directly from your agent to stay on top of your release cycle.
- Operational Visibility — Check account status and verify project metadata directly from Claude, Cursor, or any MCP client.
The Craft.io MCP Server exposes 13 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 13 Craft.io tools available for LlamaIndex
When LlamaIndex connects to Craft.io through Vinkius, your AI agent gets direct access to every tool listed below — spanning product-management, roadmap-software, feature-tracking, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Verify connectivity
Create an item
Get company details
Get competitors
Get company employees
Get company financials
Get company news
Get item details
Get portfolio details
List workspace items
List portfolios
List workspaces
Search companies
Connect Craft.io to LlamaIndex via MCP
Follow these steps to wire Craft.io into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Craft.io MCP Server
LlamaIndex provides unique advantages when paired with Craft.io through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Craft.io tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Craft.io tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Craft.io, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Craft.io tools were called, what data was returned, and how it influenced the final answer
Craft.io + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Craft.io MCP Server delivers measurable value.
Hybrid search: combine Craft.io real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Craft.io to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Craft.io for fresh data
Analytical workflows: chain Craft.io queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Craft.io in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Craft.io immediately.
"List all active workspaces in my Craft.io account."
"Show me the last 5 items in the 'Mobile App Roadmap' (ID: 10293)."
"Create a new feature: 'AI Search Integration' in workspace 'ws_88231'."
Troubleshooting Craft.io MCP Server with LlamaIndex
Common issues when connecting Craft.io to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpCraft.io + LlamaIndex FAQ
Common questions about integrating Craft.io MCP Server with LlamaIndex.