by axiomhq
Axiom Query: real-time AI querying and analysis of large datasets with Axiom Processing Language for faster, accurate in
★ 58
GitHub stars
Connects AI agents to Axiom datasets for querying and analyzing large amounts of data using Axiom Processing Language (APL). Note: This server is deprecated - use the official version at mcp.axiom.co instead.
Axiom Query is an official MCP server published by axiomhq that provides AI assistants with tools and capabilities via the Model Context Protocol. Axiom Query: real-time AI querying and analysis of large datasets with Axiom Processing Language for faster, accurate in It is categorized under databases, analytics data.
You can install Axiom Query in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server supports remote connections over HTTP, so no local installation is required.
MIT
Axiom Query is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
Enable Claude to query your database directly using natural language
Example
Ask 'Show me top 10 customers by revenue this month' and get SQL results instantly
Eliminate manual SQL writing for ad-hoc queries, get insights 10x faster
Generate complex reports and analytics without leaving conversation
Example
Analyze sales trends, cohort retention, user behavior patterns conversationally
Democratize data access—non-technical team members can query databases
Understand database structure, relationships, and data models
Example
'Explain the user_orders table schema and its relationships'
Onboard engineers faster, explore unfamiliar databases efficiently
Share your MCP server with the developer community
Axiom Query is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
We evaluated Axiom Query against two servers with overlapping tools; this profile had the clearer scope statement.
We wired Axiom Query into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
Axiom Query is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
Axiom Query reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
Axiom Query is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
We evaluated Axiom Query against two servers with overlapping tools; this profile had the clearer scope statement.
According to our notes, Axiom Query benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
Axiom Query reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
Useful MCP listing: Axiom Query is the kind of server we cite when onboarding engineers to host + tool permissions.
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This repository is deprecated and no longer maintained.
Please use the official Axiom MCP Server at https://mcp.axiom.co instead.
A Model Context Protocol server implementation for Axiom that enables AI agents to query your data using Axiom Processing Language (APL).
Works with Claude desktop app. Implements six MCP tools:
Note: All tools require an API token for authentication. Use your API token as the token parameter.
No support for MCP resources or prompts yet.
Download the latest built binary from the releases page.
go install github.com/axiomhq/axiom-mcp@latest
Configure using one of these methods:
token xaat-your-api-token
url https://api.axiom.co
query-rate 1
query-burst 1
datasets-rate 1
datasets-burst 1
monitors-rate 1
monitors-burst 1
axiom-mcp \
-token xaat-your-api-token \
-url https://api.axiom.co \
-query-rate 1 \
-query-burst 1 \
-datasets-rate 1 \
-datasets-burst 1 \
-monitors-rate 1 \
-monitors-burst 1
export AXIOM_TOKEN=xaat-your-api-token
export AXIOM_URL=https://api.axiom.co
export AXIOM_QUERY_RATE=1
export AXIOM_QUERY_BURST=1
export AXIOM_DATASETS_RATE=1
export AXIOM_DATASETS_BURST=1
export AXIOM_MONITORS_RATE=1
export AXIOM_MONITORS_BURST=1
echo "token xaat-your-api-token" > config.txt
code ~/Library/Application\ Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"axiom": {
"command": "/path/to/your/axiom-mcp-binary",
"args" : ["--config", "/path/to/your/config.txt"],
"env": { // Alternatively, you can set the environment variables here
"AXIOM_TOKEN": "xaat-your-api-token",
"AXIOM_URL": "https://api.axiom.co"
}
}
}
}
MIT License - see LICENSE file
Run data quality queries to catch anomalies and inconsistencies
Example
Find duplicate records, missing values, orphaned foreign keys automatically
Maintain data integrity with less manual SQL work
Prerequisites
Time Estimate
15-30 minutes including configuration and testing
Steps
Troubleshooting
✓ Do
✗ Don't
💡 Pro Tips
Architecture
MCP server acts as bridge between Claude and database, translating natural language to SQL queries and returning results in structured format.
Protocols
Compatibility
✓ Use when
Use for ad-hoc data queries, exploratory analysis, report generation, schema exploration, and democratizing data access. Best for read-heavy analytics workloads.
✗ Avoid when
Avoid for production write operations, mission-critical transactions, real-time OLTP workloads, or when database contains sensitive PII without proper access controls. Use read replicas, not primary.