Craft (Docs & Notes) MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Craft (Docs & Notes) as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
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 (Docs & Notes). "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Craft (Docs & Notes)?"
)
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 (Docs & Notes) MCP Server
Connect your Craft.do account to any AI agent and take full control of your premium writing experience and collaborative workspace through natural conversation.
LlamaIndex agents combine Craft (Docs & Notes) tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through the 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
- Document Navigation — List and search all documents within your folders to identify specific workspace boundaries and content classifications
- Block-Level Operations — Retrieve detailed Block trees and append new structural elements (headings, lists, code, checklists) to any existing Page
- Agile Document Creation — Provision new highly-available Documents with specific Markdown content and titles natively from your chat
- Daily Note Management — Fetch temporal records and intricate networking mappings from your Calendar to audit daily journals and tasks
- Task & Checklist Tracking — Extract comprehensive mapped checklists across your workspace to monitor active progress and pending items
- Content Mutation — Safely substitute explicit Document values by patching Block trees and overwriting content limits through the REST API
The Craft (Docs & Notes) MCP Server exposes 10 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.
How to Connect Craft (Docs & Notes) to LlamaIndex via MCP
Follow these steps to integrate the Craft (Docs & Notes) MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Craft (Docs & Notes)
Why Use LlamaIndex with the Craft (Docs & Notes) MCP Server
LlamaIndex provides unique advantages when paired with Craft (Docs & Notes) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Craft (Docs & Notes) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Craft (Docs & Notes) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Craft (Docs & Notes), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Craft (Docs & Notes) tools were called, what data was returned, and how it influenced the final answer
Craft (Docs & Notes) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Craft (Docs & Notes) MCP Server delivers measurable value.
Hybrid search: combine Craft (Docs & Notes) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Craft (Docs & Notes) 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 (Docs & Notes) for fresh data
Analytical workflows: chain Craft (Docs & Notes) queries with LlamaIndex's data connectors to build multi-source analytical reports
Craft (Docs & Notes) MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Craft (Docs & Notes) to LlamaIndex via MCP:
append_block
Perform structural injection of properties driving new Blocks
create_document
Provision a highly-available JSON Payload generating new Document rows
delete_document
Irreversibly vaporize explicit App nodes dropping live Document rows
get_daily_note
Retrieve elaborate explicit mapping properties limiting Daily Pages
get_document
Retrieve explicit UX logging tracing explicit Document IDs limitlessly
list_blocks
Enumerate explicitly attached structured rules exporting active Blocks
list_documents
Identify bounded routing spaces inside the Craft workspace
list_tasks
Gather comprehensive mapped checklists limiting cross-workspace Tasks
search_documents
Execute static listing mapping structural Text queries via Search
update_document
Mutate global Web Context boundaries substituting explicit Document values
Example Prompts for Craft (Docs & Notes) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Craft (Docs & Notes) immediately.
"List all my documents in Craft"
"Add a checklist item to document 'doc_123': 'Review API security'"
"What's in my daily note for today?"
Troubleshooting Craft (Docs & Notes) MCP Server with LlamaIndex
Common issues when connecting Craft (Docs & Notes) to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpCraft (Docs & Notes) + LlamaIndex FAQ
Common questions about integrating Craft (Docs & Notes) MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect Craft (Docs & Notes) with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Craft (Docs & Notes) to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.