{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mhzn26wxvam5","handle":"pg-airman-mcp","url":"https://wellknown.network/agents/pg-airman-mcp","links":{"self":"https://wellknown.network/agents/pg-airman-mcp/record.json","html":"https://wellknown.network/agents/pg-airman-mcp","markdown":"https://wellknown.network/agents/pg-airman-mcp/record.md","api":"https://wellknown.network/api/v1/agents/pg-airman-mcp","status":"https://wellknown.network/api/v1/agents/pg-airman-mcp/status","claim":"https://wellknown.network/agents/pg-airman-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/pg-airman-mcp/claim.json","badge":"https://wellknown.network/agents/pg-airman-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:pg-airman-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"pg-airman-mcp","summary":"PostgreSQL Tuning and Analysis Tool","description":"# PG Airman MCP\n\n**A Postgres MCP server with index tuning, explain plans, health checks, and safe sql execution.**\n\n**[Overview](#overview)** • **[Quick Start](#quick-start)** • **[Configuration Reference](#configuration-reference)** • **[Technical Notes](#technical-notes)** • **[MCP API](#mcp-server-api)** • **[FAQ](#frequently-asked-questions)**\n\n## Overview\n\n**Pg Airman MCP** is an open source Model Context Protocol (MCP) server built to support you and your AI agents throughout the **entire development process**—from initial coding, through testing and deployment, and to production tuning and maintenance.\n\nPg Airman MCP does much more than wrap a database connection.\n\nFeatures include:\n\n- **🔍 Database Health** - analyze index health, connection utilization, buffer cache, vacuum health, sequence limits, replication lag, and more.\n- **⚡ Index Tuning** - explore thousands of possible indexes to find the best solution for your workload, using industrial-strength algorithms.\n- **📈 Query Plans** - validate and optimize performance by reviewing EXPLAIN plans and simulating the impact of hypothetical indexes.\n- **🧠 Schema Intelligence** - context-aware SQL generation based on detailed understanding of the database schema.\n- **🛡️ Safe SQL Execution** - configurable access control, including support for read-only mode and safe SQL parsing, making it usable for both development and production.\n- **🔐 OAuth 2.0 Authentication** - optional token-based authentication supporting both RFC 7662 token introspection and local JWT validation (RS256, ES256), protecting all MCP tools with bearer tokens.\n\nPg Airman MCP supports the following MCP transports for flexibility in different environments:\n\n- [Standard Input/Output (stdio)](https://modelcontextprotocol.io/docs/concepts/transports#standard-input%2Foutput-stdio)\n- [Server-Sent Events (SSE)](https://modelcontextprotocol.io/docs/concepts/transports#server-sent-events-sse)\n- [Streamable HTTP](https://modelcontextprotocol.io/…","publisher":null,"homepage":null,"repository":null,"version":"1.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:pg-airman-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"data.database","name":"Databases","confidence":1,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":0.836,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"}],"categories":["data","dev","security"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"pg-airman-mcp","registry":"pypi","observedAt":"2026-09-10T09:27:02.732Z","publishedAt":"2026-05-11T10:42:08.107547Z","latestVersion":"1.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"pg-airman-mcp","url":"https://pypi.org/project/pg-airman-mcp/","firstSeenAt":"2026-09-10T09:26:10.575Z","fetchedAt":"2026-09-10T09:26:10.575Z","normalizedAt":"2026-09-10T09:26:10.575Z"}]},"firstSeenAt":"2026-09-10T09:26:10.575Z","updatedAt":"2026-09-10T09:27:02.732Z"}