KnowFirst MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add KnowFirst as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="knowfirst_agent",
tools=tools,
system_message=(
"You help users with KnowFirst. "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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 KnowFirst MCP Server
Connect your AI agent to KnowFirst, the leading provider of real-time data intelligence and entity profiling.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use KnowFirst tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
Key Capabilities
- Entity Profiling — Deep search for companies and individuals to get comprehensive intelligence data
- Signal Auditing — Track changes and signals for specific entities over time to detect shifts in behavior
- Market Analysis — Access trending signals by category to understand sector-wide movements
- Relationship Mapping — Graph connections between entities to discover hidden networks and dependencies
- Source Transparency — Audit the data sources providing information for your research
Simple Integration
1. Get your KnowFirst API Key from your dashboard
2. Configure the key in this MCP server
3. Start extracting data intelligence using natural language commands
The KnowFirst MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen 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 KnowFirst to AutoGen via MCP
Follow these steps to integrate the KnowFirst MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 10 tools from KnowFirst automatically
Why Use AutoGen with the KnowFirst MCP Server
AutoGen provides unique advantages when paired with KnowFirst through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use KnowFirst tools to solve complex tasks
Role-based architecture lets you assign KnowFirst tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive KnowFirst tool calls
Code execution sandbox: AutoGen agents can write and run code that processes KnowFirst tool responses in an isolated environment
KnowFirst + AutoGen Use Cases
Practical scenarios where AutoGen combined with the KnowFirst MCP Server delivers measurable value.
Collaborative analysis: one agent queries KnowFirst while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from KnowFirst, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using KnowFirst data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process KnowFirst responses in a sandboxed execution environment
KnowFirst MCP Tools for AutoGen (10)
These 10 tools become available when you connect KnowFirst to AutoGen via MCP:
audit_entity_changes
Audit historical changes for an entity
check_knowfirst_api_status
Check the status of the KnowFirst API
get_entity_connections
Graph the connections of an entity
get_entity_profile
Get complete intelligence profile for an entity
get_market_intelligence_trends
g., Tech, Finance). Get current market trends by category
list_entity_data_points
List raw data points for an entity
list_intelligence_sources
g., Public Records, Social Signals, News). List all data sources used by KnowFirst
query_custom_intelligence
Provide the query parameters as a JSON string. Execute a custom intelligence query
search_data_sources
Search for specific data sources
search_intelligence_entities
Returns unique entity IDs. Search for specific entities in the intelligence database
Example Prompts for KnowFirst in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with KnowFirst immediately.
"Research Acme Corp in KnowFirst"
"Show me the connections for entity 'ent_123'"
"What are the trending signals in the 'Fintech' category?"
Troubleshooting KnowFirst MCP Server with AutoGen
Common issues when connecting KnowFirst to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"KnowFirst + AutoGen FAQ
Common questions about integrating KnowFirst MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
Connect KnowFirst 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 KnowFirst to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.