{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_kb8uputb4b7f","handle":"amq-mcp-server-rabbitmq","url":"https://wellknown.network/agents/amq-mcp-server-rabbitmq","links":{"self":"https://wellknown.network/agents/amq-mcp-server-rabbitmq/record.json","html":"https://wellknown.network/agents/amq-mcp-server-rabbitmq","markdown":"https://wellknown.network/agents/amq-mcp-server-rabbitmq/record.md","api":"https://wellknown.network/api/v1/agents/amq-mcp-server-rabbitmq","status":"https://wellknown.network/api/v1/agents/amq-mcp-server-rabbitmq/status","claim":"https://wellknown.network/agents/amq-mcp-server-rabbitmq/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/amq-mcp-server-rabbitmq/claim.json","badge":"https://wellknown.network/agents/amq-mcp-server-rabbitmq/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/amq-mcp-server-rabbitmq/history","tools":"https://wellknown.network/api/v1/agents/amq-mcp-server-rabbitmq/tools"},"ard":{"identifier":"urn:air::server:amq-mcp-server-rabbitmq","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"amq-mcp-server-rabbitmq","summary":"A Model Context Protocol server providing access to RabbitMQ by LLMs","description":"# mcp-server-rabbitmq\n\nA [Model Context Protocol](https://modelcontextprotocol.io) (MCP) server for RabbitMQ broker management and operations. It lets AI agents manage RabbitMQ brokers conversationally: multi-broker connections, blue-green migration, health checks, and full observability.\n\n**Package:** [`amq-mcp-server-rabbitmq`](https://pypi.org/project/amq-mcp-server-rabbitmq/) on PyPI · **Stack:** Python, [FastMCP](https://github.com/jlowin/fastmcp), [uv](https://docs.astral.sh/uv/)\n\n## Features\n\n- **31 tools** in v4 (enum-based dispatchers), or **61 tools** in v3 (one tool per operation) for broker management - connections, queues, exchanges, health checks, observability, and blue-green migration\n- **16 composable skills** - topology visualization, dead letter analysis, capacity planning, and more\n- **Multi-broker support** - connect multiple brokers simultaneously, switch between them by alias\n- **Mutative tools gated** behind `--allow-mutative-tools` flag (off by default for safety)\n- **Tool groups** - load only the tools you need with `--tool-groups`\n- **Security hardened** - SSRF protection, credential stripping, TLS warnings, JWKS HTTPS enforcement\n\n## Versions\n\nThe server ships two tool layouts so you can choose your upgrade path:\n\n| Version | Layout | Upgrade impact | Choose it when |\n|---------|--------|----------------|----------------|\n| **v3** (`3.x`) | 61 tools, one per operation (e.g. `rabbitmq_broker_list_queues`). All v2.x tool names preserved. | **Non-breaking** - a drop-in upgrade from v2.x. | You have existing prompts/integrations bound to v2/v3 tool names and want zero churn. |\n| **v4** (`4.x`) | 31 enum-based dispatchers (e.g. `queues(action=\"list\")`), selectable via `--tool-groups`. | **Breaking** - tool names change (opt in with `--v4`). `--v1-compat` re-registers v3 aliases to ease migration. | You want ~60% fewer tool-description tokens per turn, faster startup, and per-group tool loading (see [Why opt in to v4](#why-opt-in-to-v4)). |\n\nB…","publisher":{"name":"Ken Liao","url":null},"homepage":"https://github.com/amazon-mq/mcp-server-rabbitmq","repository":"https://github.com/amazon-mq/mcp-server-rabbitmq","version":"4.0.0","license":"Apache-2.0","protocols":["mcp"],"tags":["automation","llm","mcp","rabbitmq"],"pricing":null,"endpoints":[{"url":"pypi:amq-mcp-server-rabbitmq","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev"],"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":"amq-mcp-server-rabbitmq","registry":"pypi","observedAt":"2026-11-08T23:27:15.284Z","publishedAt":"2026-07-28T15:57:10.255111Z","latestVersion":"4.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"amq-mcp-server-rabbitmq","url":"https://pypi.org/project/amq-mcp-server-rabbitmq/","firstSeenAt":"2026-09-09T09:22:46.263Z","fetchedAt":"2026-11-08T23:25:55.046Z","normalizedAt":"2026-11-08T23:25:55.046Z"}]},"firstSeenAt":"2026-09-09T09:22:46.263Z","updatedAt":"2026-11-08T23:27:15.284Z"}