COR MCP Server for LlamaIndexGive LlamaIndex instant access to 13 tools to Check Cor Status, Create Cor Project, Get Cor Me, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add COR 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 COR 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 COR. "
"You have 13 tools available."
),
)
response = await agent.run(
"What tools are available in COR?"
)
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 COR MCP Server
Connect your COR account to any AI agent and take full control of your professional services project management and profitability orchestration through natural conversation.
LlamaIndex agents combine COR 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
- Project Portfolio Orchestration — List all active projects, retrieve detailed high-fidelity status metadata, and access profitability metrics programmatically
- Task Pipeline Intelligence — Query tasks for any project, retrieve detailed technical metadata, and stay on top of your team's operational delivery in real-time
- Profitability Monitoring — Access high-fidelity financial insights and project health metrics to ensure sustainable growth directly through your agent
- Time Tracking Discovery — Access recorded technical time entries to understand workload distribution and project efficiency across your organization
- Resource Architecture — List team members, teams, and user profiles to understand and orchestrate your organizational structure programmatically
- Client Database Access — Query the complete high-fidelity directory of client organizations to maintain perfect contextual alignment for every project
The COR 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 COR tools available for LlamaIndex
When LlamaIndex connects to COR through Vinkius, your AI agent gets direct access to every tool listed below — spanning project-management, profitability, time-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.
Check API Status
Create a new project
Get current user details
Get details for a specific project
Get details for a specific task
List customer clients
List COR projects
List defined task types
Optionally filter by project ID to isolate specific technical pipelines. List tasks
List team users
List users in a team
List organization teams
List recorded time entries
Connect COR to LlamaIndex via MCP
Follow these steps to wire COR 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 COR MCP Server
LlamaIndex provides unique advantages when paired with COR through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine COR tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain COR tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query COR, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what COR tools were called, what data was returned, and how it influenced the final answer
COR + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the COR MCP Server delivers measurable value.
Hybrid search: combine COR real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query COR 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 COR for fresh data
Analytical workflows: chain COR queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for COR in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with COR immediately.
"List all active projects and show their status."
"Show tasks assigned to project 'COR Integration'."
"Check the team members in the 'Development' team."
Troubleshooting COR MCP Server with LlamaIndex
Common issues when connecting COR to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpCOR + LlamaIndex FAQ
Common questions about integrating COR MCP Server with LlamaIndex.