Incident Response Error Detective Agent
Analyzes error traces, logs, and observability data to identify error signatures, reproduction steps, user impact, and timeline context for production issues.
by Model Context Protocol
An MCP server that connects to a PostgreSQL database and exposes schema inspection and query tools. The reference server is read-only by design, so an agent can explore tables and answer data questions without the risk of mutating your database.
The Model Context Protocol (MCP).
Setup steps with copy-paste config. Sources are cited under each method.
Requires: Node.js · A Postgres connection string (ideally a read-only role)
Add to your MCP config
Pass the connection string. Use a least-privilege, read-only database user.
{
"mcpServers": {
"postgres": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://readonly@localhost/mydb"]
}
}
}Ask a data question
The agent inspects the schema first, then writes and runs a query.
Copy-paste prompts written to exercise this plugin, with what to expect.
You inherited a database and don't know its shape.
List the tables, describe what each seems to store, and draw the key relationships between them.
What to expect: The agent inspects the live schema and returns a readable overview with foreign-key relationships — grounded, not guessed.
Real prompts from the IterPrompt library you can copy or run.
Analyzes error traces, logs, and observability data to identify error signatures, reproduction steps, user impact, and timeline context for production issues.
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quanti
Analyze qualitative data systematically. Purpose-built for machine learning contexts.
Analyze qualitative data systematically. Purpose-built for biomedical contexts.
Analyze qualitative data systematically. Purpose-built for psychology contexts.
Analyze qualitative data systematically. Purpose-built for economics contexts.
The reference server is read-only. Combined with a read-only database role, the agent can explore and query but not mutate anything.
AI Prompts for Software Developers
Use AI for code review, debugging, testing, and documentation — with prompts and agent skills that keep coding agents reliable.
Task guideHow to Analyze Spreadsheet Data with AI
Use AI to explore spreadsheet data — summarize, find patterns, write formulas, and draft insights you then verify against the source.
Filesystem MCP Server
Model Context Protocol
Let an agent read and write files inside directories you explicitly allow.
Advanced Data Analysis (Code Interpreter)
OpenAI
ChatGPT writes and runs Python in a sandbox to analyze files and build charts.
The facts on this page and where they come from. Anything unverified is labeled — we'd rather say "unknown" than guess.
Install steps, pricing, and availability change often. Always confirm on the official page before relying on setup details.