Good Grants MCP Server for LlamaIndexGive LlamaIndex instant access to 7 tools to Create New Application, Get Application Details, List Account Users, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Good Grants 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 Good Grants app connector for LlamaIndex is a standout in the Erp Operations category — giving your AI agent 7 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 Good Grants. "
"You have 7 tools available."
),
)
response = await agent.run(
"What tools are available in Good Grants?"
)
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 Good Grants MCP Server
Connect your Good Grants account to any AI agent and simplify how you coordinate your grant programs, track applicant data, and monitor the review process through natural conversation.
LlamaIndex agents combine Good Grants tool responses with indexed documents for comprehensive, grounded answers. Connect 7 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
- Application Oversight — List all grant applications and retrieve detailed metadata, status, and custom field values.
- Review & Scoring — List and query application reviews and scores to monitor the evaluation progress.
- Fund Management — List available grant funds and programs to coordinate your funding distribution.
- User & Applicant CRM — Manage your directory of users and team members registered in the system.
- Categorization — List and query grant categories to organize your programs and maintain a structured database.
- Operational Automation — Create new grant applications programmatically and verify configurations via AI commands.
- Real-time Status — Check the progress of individual applications and verify reviewer assignments directly from the agent.
The Good Grants MCP Server exposes 7 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 7 Good Grants tools available for LlamaIndex
When LlamaIndex connects to Good Grants through Vinkius, your AI agent gets direct access to every tool listed below — spanning grant-management, application-tracking, workflow-automation, 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.
Register a new application
Get details for a specific application
List account users
List reviews
List Good Grants applications
List grant categories
List grant funds
Connect Good Grants to LlamaIndex via MCP
Follow these steps to wire Good Grants 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 Good Grants MCP Server
LlamaIndex provides unique advantages when paired with Good Grants through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Good Grants tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Good Grants tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Good Grants, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Good Grants tools were called, what data was returned, and how it influenced the final answer
Good Grants + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Good Grants MCP Server delivers measurable value.
Hybrid search: combine Good Grants real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Good Grants 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 Good Grants for fresh data
Analytical workflows: chain Good Grants queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Good Grants in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Good Grants immediately.
"List all active grant applications in my account."
"Show me the reviews and scores for application 'app_10293'."
"Create a new application titled 'Youth Tech Workshop' in the 'Education' category."
Troubleshooting Good Grants MCP Server with LlamaIndex
Common issues when connecting Good Grants to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpGood Grants + LlamaIndex FAQ
Common questions about integrating Good Grants MCP Server with LlamaIndex.