OSTI (DOE Scientific Research) MCP Server for LlamaIndexGive LlamaIndex instant access to 6 tools to Get Data Explorer Record, Get Osti Record, Reserve Doi, and more

Name: OSTI (DOE Scientific Research)
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

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LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add OSTI (DOE Scientific Research) as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

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The OSTI (DOE Scientific Research) MCP Server for LlamaIndex is a standout in the Knowledge Management category — giving your AI agent 6 tools to work with, ready to go from day one.

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python

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 OSTI (DOE Scientific Research). "
            "You have 6 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in OSTI (DOE Scientific Research)?"
    )
    print(response)

asyncio.run(main())

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About OSTI (DOE Scientific Research) MCP Server

Connect to the Office of Scientific and Technical Information (OSTI) to query the US Department of Energy's vast research output. This MCP server allows AI agents to navigate millions of research records and datasets through natural conversation.

LlamaIndex agents combine OSTI (DOE Scientific Research) tool responses with indexed documents for comprehensive, grounded answers. Connect 6 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

Research Search — Query OSTI.GOV for publications, reports, and conference papers using authors, titles, or specific identifiers.
Dataset Discovery — Search the DOE Data Explorer specifically for scientific datasets and retrieve detailed metadata for data-driven insights.
Record Inspection — Fetch comprehensive bibliographic data and full-text availability for specific records using unique OSTI IDs.
DOI Management — Reserve and submit Digital Object Identifiers (DOIs) via the E-Link API for DOE-funded scientific research and data.
Advanced Filtering — Narrow down results by sponsoring organization, research organization, or specific publication date ranges.

The OSTI (DOE Scientific Research) MCP Server exposes 6 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 6 OSTI (DOE Scientific Research) tools available for LlamaIndex

When LlamaIndex connects to OSTI (DOE Scientific Research) through Vinkius, your AI agent gets direct access to every tool listed below — spanning doe-research, scientific-publications, metadata-management, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get data explorer record on OSTI (DOE Scientific Research)

Get a single DOE Data Explorer record by ID

get

Get osti record on OSTI (DOE Scientific Research)

Get a single OSTI.GOV record by ID

reserve

Reserve doi on OSTI (DOE Scientific Research)

Requires minimal metadata. Reserve a DOI via E-Link API

Search data explorer records on OSTI (DOE Scientific Research)

Search DOE Data Explorer records (datasets)

Search osti records on OSTI (DOE Scientific Research)

Search OSTI.GOV records

submit

Submit record on OSTI (DOE Scientific Research)

Submit/Update a record and register DOI via E-Link API

Connect OSTI (DOE Scientific Research) to LlamaIndex via MCP

Follow these steps to wire OSTI (DOE Scientific Research) into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 6 tools from OSTI (DOE Scientific Research)

Why Use LlamaIndex with the OSTI (DOE Scientific Research) MCP Server

LlamaIndex provides unique advantages when paired with OSTI (DOE Scientific Research) through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine OSTI (DOE Scientific Research) tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain OSTI (DOE Scientific Research) tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query OSTI (DOE Scientific Research), a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what OSTI (DOE Scientific Research) tools were called, what data was returned, and how it influenced the final answer

OSTI (DOE Scientific Research) + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the OSTI (DOE Scientific Research) MCP Server delivers measurable value.

Hybrid search: combine OSTI (DOE Scientific Research) real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query OSTI (DOE Scientific Research) 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 OSTI (DOE Scientific Research) for fresh data

Analytical workflows: chain OSTI (DOE Scientific Research) queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for OSTI (DOE Scientific Research) in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with OSTI (DOE Scientific Research) immediately.

"Search for research papers about 'quantum computing' published in 2023."

"Find scientific datasets related to 'solar irradiance' in the DOE Data Explorer."

"Get the complete metadata for OSTI record ID 1015678."

Troubleshooting OSTI (DOE Scientific Research) MCP Server with LlamaIndex

Common issues when connecting OSTI (DOE Scientific Research) to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

OSTI (DOE Scientific Research) + LlamaIndex FAQ

Common questions about integrating OSTI (DOE Scientific Research) MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query OSTI (DOE Scientific Research) tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.