{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rctx7k3hfhrk","handle":"aa-mcp","url":"https://wellknown.network/agents/aa-mcp","links":{"self":"https://wellknown.network/agents/aa-mcp/record.json","html":"https://wellknown.network/agents/aa-mcp","markdown":"https://wellknown.network/agents/aa-mcp/record.md","api":"https://wellknown.network/api/v1/agents/aa-mcp","status":"https://wellknown.network/api/v1/agents/aa-mcp/status","claim":"https://wellknown.network/agents/aa-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/aa-mcp/claim.json","badge":"https://wellknown.network/agents/aa-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:aa-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"aa-mcp","summary":"MCP server wrapping the Artificial Analysis API for LLM and multimodal model data queries","description":"# aa-mcp\n\nMCP server wrapping the [Artificial Analysis](https://artificialanalysis.ai/) public API.\nEnables AI agents to query LLM and multimodal model benchmarks, pricing, speed data, and track model updates via structured diffs.\n\nThe PyPI package is `aa-mcp`; it installs the `aa-mcp` console command.\n\n## Requirements\n\n- Python 3.10+\n- [uv](https://docs.astral.sh/uv/) (for installation and running)\n- An Artificial Analysis API key ([get one free](https://artificialanalysis.ai/account))\n\n## Installation & Running\n\nUse `uvx` as the standard runtime path:\n\n```bash\nexport ARTIFICIAL_ANALYSIS_API_KEY=\"aa_your_key_here\"\nuvx aa-mcp\n```\n\n## Environment Variables\n\n| Variable | Required | Default | Description |\n|---|---|---|---|\n| `ARTIFICIAL_ANALYSIS_API_KEY` | Yes | - | Your AA API key |\n| `AA_MCP_SNAPSHOT_DIR` | No | `~/.local/share/aa-mcp/snapshots/` | Directory for update snapshots |\n| `AA_MCP_LOG_LEVEL` | No | `INFO` | Log level (DEBUG, INFO, WARNING, ERROR) |\n\n## Official API Coverage\n\nThis server wraps the current free Artificial Analysis API endpoints documented at\n<https://artificialanalysis.ai/api-reference>:\n\n| Artificial Analysis endpoint | MCP tool |\n|---|---|\n| `GET /api/v2/data/llms/models` | `aa_list_llms`, `aa_get_model`, `aa_compare_models`, `aa_list_recent_updates`, `aa_healthcheck` |\n| `GET /api/v2/data/media/text-to-image` | `aa_list_media_models(modality=\"text-to-image\")` |\n| `GET /api/v2/data/media/image-editing` | `aa_list_media_models(modality=\"image-editing\")` |\n| `GET /api/v2/data/media/text-to-speech` | `aa_list_media_models(modality=\"text-to-speech\")` |\n| `GET /api/v2/data/media/text-to-video` | `aa_list_media_models(modality=\"text-to-video\")` |\n| `GET /api/v2/data/media/image-to-video` | `aa_list_media_models(modality=\"image-to-video\")` |\n| `POST /api/v2/critpt/evaluate` | `aa_evaluate_critpt` |\n\n## MCP Tools\n\n### `aa_list_llms`\nList LLM models with filtering and sorting.\n\n- **Filters**: `creator`, `name`, `slug` (substring match)\n- **Sort by…","publisher":{"name":"Jasen","url":null},"homepage":"https://github.com/Leev1s/aa-mcp","repository":"https://github.com/Leev1s/aa-mcp","version":"0.1.2","license":null,"protocols":["mcp"],"tags":["ai","artificial-analysis","benchmark","llm","mcp","model-comparison"],"pricing":null,"endpoints":[{"url":"pypi:aa-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"ai.evaluation","name":"Evaluation & Benchmarks","confidence":1,"provenance":"declared"},{"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":["ai","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":"aa-mcp","registry":"pypi","observedAt":"2026-09-09T08:22:15.613Z","publishedAt":"2026-05-21T16:05:30.579684Z","latestVersion":"0.1.2"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"aa-mcp","url":"https://pypi.org/project/aa-mcp/","firstSeenAt":"2026-09-09T08:20:06.648Z","fetchedAt":"2026-09-09T08:20:06.648Z","normalizedAt":"2026-09-09T08:20:06.648Z"}]},"firstSeenAt":"2026-09-09T08:20:06.648Z","updatedAt":"2026-09-09T08:22:15.613Z"}