Swiftfox MCP Server for LlamaIndexGive LlamaIndex instant access to 11 tools to Check Swiftfox Status, Get Event Fields, Get Me, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Swiftfox 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 Swiftfox app connector for LlamaIndex is a standout in the Communication Messaging category — giving your AI agent 11 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 Swiftfox. "
"You have 11 tools available."
),
)
response = await agent.run(
"What tools are available in Swiftfox?"
)
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 Swiftfox MCP Server
Connect your Swiftfox account to any AI agent and take full control of your member management, engagement strategy, and communication campaigns through natural conversation.
LlamaIndex agents combine Swiftfox tool responses with indexed documents for comprehensive, grounded answers. Connect 11 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
- Member Management — List, query, and update individual member profiles and custom data fields.
- Interaction Tracking — Log notes, calls, and meetings to maintain a complete history of member engagement.
- Campaign Insights — Monitor the performance of your communication campaigns and verify outreach success.
- Event Monitoring — List and query interactions to stay on top of your community activity.
- Operational Status — Fetch account metadata and check API connectivity directly from the agent.
The Swiftfox MCP Server exposes 11 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 11 Swiftfox tools available for LlamaIndex
When LlamaIndex connects to Swiftfox through Vinkius, your AI agent gets direct access to every tool listed below — spanning member-management, campaign-management, engagement-strategy, 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.
Returns a status indicator and account metadata to confirm valid credentials and active connectivity. Verify Swiftfox API connectivity
Useful for understanding the data schema before creating or filtering events. Get custom field definitions for events
Use this to verify connectivity or obtain the current user context. Get the authenticated Swiftfox user profile
Get full details of a specific organization in Swiftfox
Get full details of a specific person in Swiftfox
Optionally filter by a search term matching circle names. List circles (groups/domains/units) in Swiftfox
Events represent meetings, functions, or activities organized within the CRM. List events in Swiftfox CRM
Organizations represent companies, associations, or groups that people belong to. Optionally filter by search term. List organizations in Swiftfox CRM
Optionally filter by a search term that matches against names or other fields. List people (members) in Swiftfox CRM
Subscriptions track membership plans, payment status, and renewal dates. List subscriptions for a specific person
Webhooks notify external services when specific events occur (e.g., member created, subscription updated). List configured webhooks in Swiftfox
Connect Swiftfox to LlamaIndex via MCP
Follow these steps to wire Swiftfox 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 Swiftfox MCP Server
LlamaIndex provides unique advantages when paired with Swiftfox through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Swiftfox tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Swiftfox tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Swiftfox, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Swiftfox tools were called, what data was returned, and how it influenced the final answer
Swiftfox + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Swiftfox MCP Server delivers measurable value.
Hybrid search: combine Swiftfox real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Swiftfox 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 Swiftfox for fresh data
Analytical workflows: chain Swiftfox queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Swiftfox in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Swiftfox immediately.
"List the most recently active members in Swiftfox."
"Log a new interaction: 'Follow-up call completed' for member ID '10293'."
"Show me the details for member 'Martha Stewart'."
Troubleshooting Swiftfox MCP Server with LlamaIndex
Common issues when connecting Swiftfox to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSwiftfox + LlamaIndex FAQ
Common questions about integrating Swiftfox MCP Server with LlamaIndex.