{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gw2q9ubm7uze","handle":"exoscale-mcp-advisor","url":"https://wellknown.network/agents/exoscale-mcp-advisor","links":{"self":"https://wellknown.network/agents/exoscale-mcp-advisor/record.json","html":"https://wellknown.network/agents/exoscale-mcp-advisor","markdown":"https://wellknown.network/agents/exoscale-mcp-advisor/record.md","api":"https://wellknown.network/api/v1/agents/exoscale-mcp-advisor","status":"https://wellknown.network/api/v1/agents/exoscale-mcp-advisor/status","claim":"https://wellknown.network/agents/exoscale-mcp-advisor/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/exoscale-mcp-advisor/claim.json","badge":"https://wellknown.network/agents/exoscale-mcp-advisor/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/exoscale-mcp-advisor/history","tools":"https://wellknown.network/api/v1/agents/exoscale-mcp-advisor/tools"},"ard":{"identifier":"urn:air::server:exoscale-mcp-advisor","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"exoscale-mcp-advisor","summary":"Read-only Exoscale advisor MCP server — docs search plus list-only live catalogue queries, structurally incapable of mutation.","description":"# exoscale-mcp-advisor\n\nA **read-only** [Model Context Protocol](https://modelcontextprotocol.io) server\nthat lets an MCP-capable agent learn about Exoscale: search the verified\nconnector documentation and run **list-only** live catalogue queries (zones,\ninstance types, templates, managed-database plans, SKS versions). It is, by\nconstruction, incapable of mutating any cloud resource.\n\n> **Status: released.** Eight read-only tools, the stdio server, and the\n> four-layer test suite (structural no-mutation, mocked-connector,\n> protocol-level, gated live smoke) are in place and green; published to PyPI as\n> [`exoscale-mcp-advisor`](https://pypi.org/project/exoscale-mcp-advisor/). The\n> full design is in [`docs/mcp-advisor-design.md`](docs/mcp-advisor-design.md);\n> release history is in [`CHANGELOG.md`](CHANGELOG.md).\n\nIt builds on [`exoscale-connector`](https://github.com/ralle-lang/exoscale-python-connector):\nthe knowledge it serves is read from that package's bundled reference, and the\nlive queries reuse the connector's read-only `list` clients. Nothing about\nExoscale is hardcoded or duplicated here.\n\n---\n\n## General description\n\nThe advisor targets the learning path, not the execution path. An agent can ask\n\"what instance types exist in `at-vie-1` right now?\" or \"how do I create a\nsecurity group with the connector?\" and get live data plus verified docs, while\nthe server stays structurally unable to create, change, or delete anything.\nInfrastructure changes stay the human's job, performed with reviewed, idempotent\ncode.\n\nTool surface (see design §3):\n\n| Tool | Credentials | Purpose |\n|------|:-----------:|---------|\n| `search_docs(query)` | — | Ranked sections from the connector's reference bundle. |\n| `get_asset_page(asset_type)` | — | Full reference page for one asset type. |\n| `list_asset_types()` | — | The asset-type index (slug + heading) for discovery. |\n| `list_zones()` | ✔ | Live list of zones. |\n| `list_instance_types(zone)` | ✔ | Live list of instance types…","publisher":{"name":"Raphael Lang","url":null},"homepage":"https://github.com/ralle-lang/exoscale-mcp-advisor","repository":"https://github.com/ralle-lang/exoscale-mcp-advisor/blob/main/CHANGELOG.md","version":"0.5.0","license":"MIT","protocols":["mcp"],"tags":["advisor","ai","cloud","exoscale","mcp","read-only"],"pricing":null,"endpoints":[{"url":"pypi:exoscale-mcp-advisor","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":"infra.cloud","name":"Cloud Platforms","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"},{"slug":"dev.docs-lookup","name":"Documentation Lookup","confidence":0.791,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","dev","infra"],"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":"exoscale-mcp-advisor","registry":"pypi","observedAt":"2026-09-15T14:27:02.208Z","publishedAt":"2026-07-09T06:36:27.599127Z","latestVersion":"0.5.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"exoscale-mcp-advisor","url":"https://pypi.org/project/exoscale-mcp-advisor/","firstSeenAt":"2026-09-09T15:22:08.230Z","fetchedAt":"2026-09-15T14:25:15.543Z","normalizedAt":"2026-09-15T14:25:15.543Z"}]},"firstSeenAt":"2026-09-09T15:22:08.230Z","updatedAt":"2026-09-15T14:27:02.208Z"}