Government & Research MCP Server - Unified Data Access
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from $0.01 / 1,000 results
Government & Research MCP Server - Unified Data Access
Unified MCP (Model Context Protocol) server providing single-interface access to 16 government and research data sources. Query multiple APIs simultaneously, aggregate results, and use smart routing for natural language queries.
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from $0.01 / 1,000 results
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John Rippy
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What is MCP (Model Context Protocol)?
MCP is a protocol that allows AI assistants (like Claude) to interact with external tools and data sources. This MCP server connects to various APIs and services.
How to Use MCP Servers
- Install the MCP server in Claude Desktop's config
- The server provides tools the AI can use
- Ask Claude to use the tools (e.g., "Search for local businesses...")
Unified MCP server for government and research data. Query 16 data sources through one interface: NIH, PubMed, ClinicalTrials, SEC, FRED, USPTO, BLS, CDC, NOAA, World Bank, and more. Smart routing and cross-source queries.
Features
- Model Context Protocol (MCP) compatible
- Works with Claude and other AI assistants
- Structured data output
- Multiple data sources
Quick Start
{"query": "example search"}
Demo Mode (Enabled by Default)
This actor uses a free public API and defaults to demoMode: true.
Since this actor wraps a free, publicly available API, demo mode is enabled by default. This allows you to:
- Test the actor without any configuration
- See real sample data from the actual API
- Verify the output format before integrating
To get customized results, simply provide your own input parameters.
Input Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
| See input schema |
Output Format
{"data": [...]}
Pricing
This actor uses pay-per-event billing:
- Query (single source): $0.02
- Multi-query (per source): $0.01
- Smart Search: $0.03
- Aggregate: $0.03
- List Sources: $0.005
- Get Source Info: $0.005
Use Cases
- Research intelligence platforms
- Grant prospecting systems
- Economic analysis dashboards
- Healthcare market research
- Patent landscape analysis
- Competitive intelligence
- Academic research tools
- Policy analysis platforms
API Reference
See official API documentation for details.
Common Problems & Solutions
"Invalid API key" error
Cause: Your API key is wrong, expired, or doesn't have the right permissions. Fix: Double-check your API key. Make sure you copied it exactly without extra spaces.
"Rate limit exceeded" error
Cause: You've hit the API's rate limits. Fix: Wait a few minutes, then try again. Consider reducing the number of concurrent requests.
Empty or incomplete results
Cause: The target may have anti-scraping protection or the data doesn't exist. Fix:
- Check if the URL/search query is correct
- Try with different parameters
- Some sites may block automated access
Demo data showing instead of real results
Cause: demoMode is still set to true.
Fix: Set demoMode: false and provide your API key(s).
Built by John Rippy | Actor Arsenal

