MIAPI — Grounded Web Answers
Web search and AI answers with real source citations and a confidence score.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
miapi-sdkclaude mcp add miapi-grounded-web-answers -e 'MIAPI_API_KEY=<your miapi_api_key>' -- uvx miapi-sdk==1.1.1
{
"mcpServers": {
"miapi-grounded-web-answers": {
"command": "uvx",
"args": [
"miapi-sdk==1.1.1"
],
"env": {
"MIAPI_API_KEY": "<your miapi_api_key>"
}
}
}
}
Environment variables
MIAPI_API_KEYrequired secret Your MIAPI API key. Free tier available at https://miapi.uk
Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
MIAPI — Grounded AI Answers API
Official Python client for MIAPI — get AI-powered answers grounded in real-time web search.
Install
pip install miapi-sdk
Quick Start
from miapi import MIAPI
client = MIAPI("YOUR_API_KEY")
# Get a grounded answer with citations
result = client.answer("What is quantum computing?", citations=True)
print(result.answer) # AI-generated answer with [1][2] markers
print(result.sources) # List of source URLs
print(result.confidence) # 0.0 - 1.0
Features
Web-Grounded Answers
result = client.answer("Who won the last World Cup?")
print(result.answer)
Knowledge Mode — Answer From Your Data
result = client.answer(
"What is the return policy?",
mode="knowledge",
knowledge="Returns accepted within 30 days with receipt..."
)
print(result.answer)
Search Only — Raw Results
sources = client.search("latest AI research papers")
for source in sources:
print(source.title, source.url)
News Search
news = client.news("technology", num_results=5)
for article in news:
print(article.title, article.date)
Image Search
images = client.images("golden retriever")
for img in images:
print(img.url, img.width, img.height)
Streaming
for event in client.stream("Explain quantum computing"):
if event['type'] == 'answer':
print(event['content'], end='', flush=True)
elif event['type'] == 'done':
print(f"\nDone in {event.get('query_time_ms')}ms")
Check Usage
info = client.usage()
print(f"Used {info.queries_this_month}/{info.monthly_limit} this month")
print(f"Tier: {info.tier}")
Custom Options
result = client.answer(
"Compare Python and Rust",
response_format="markdown", # text, short, json, markdown
temperature=0.5, # 0.0 (precise) to 1.0 (creative)
max_tokens=800, # Max answer length
language="French", # Answer in any language
search_domains=["wikipedia.org"], # Restrict sources
system_prompt="Answer like a professor",
)
Error Handling
from miapi import MIAPI, MIAPIError, RateLimitError, AuthenticationError
client = MIAPI("YOUR_API_KEY")
try:
result = client.answer("Hello")
except AuthenticationError:
print("Bad API key")
except RateLimitError as e:
print(f"Rate limited: {e.message}")
except MIAPIError as e:
print(f"Error: {e.message} (HTTP {e.status_code})")
OpenAI Drop-in Replacement
MIAPI is also compatible with the OpenAI Python client:
from openai import OpenAI
client = OpenAI(
api_key="YOUR_MIAPI_KEY",
base_url="https://api.miapi.uk/v1"
)
response = client.chat.completions.create(
model="miapi-grounded",
messages=[{"role": "user", "content": "What is AI?"}]
)
print(response.choices[0].message.content)
Get Your API Key
Sign up free at miapi.uk — 500 queries/month included.
Links
Use from Claude Desktop, Cursor or Windsurf (MCP)
MIAPI ships an MCP server, so an AI assistant can search the web and get answers with real citations without you writing any code.
pip install "miapi-sdk[mcp]"
Then add it to your assistant's MCP config:
{
"mcpServers": {
"miapi": {
"command": "miapi-mcp",
"env": { "MIAPI_API_KEY": "your_key_here" }
}
}
}
Tools it provides: web_answer, web_search, news_search, image_search,
check_usage.
Get a key at https://miapi.uk — free tier included.
Frequently asked questions
What is MIAPI — Grounded Web Answers?
Web search and AI answers with real source citations and a confidence score.
How do I install MIAPI — Grounded Web Answers?
It runs on your machine. In Claude Code: claude mcp add miapi-grounded-web-answers -e 'MIAPI_API_KEY=<your miapi_api_key>' -- uvx miapi-sdk==1.1.1. For other clients, paste the JSON configuration from this page into their MCP settings.
Does MIAPI — Grounded Web Answers need an API key?
Yes. It expects MIAPI_API_KEY, which you set in its configuration.
Is MIAPI — Grounded Web Answers open source?
Yes. Its code is on GitHub under the MIT license.
Who maintains MIAPI — Grounded Web Answers?
It is published by Doyukndr. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.