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Makihara","email":"hello@argosvix.com"},"license":"MIT","homepage":"https://argosvix.com","keywords":["mcp","model-context-protocol","argosvix","llm","observability","ai-agent"],"repository":{"type":"git","url":"git+https://github.com/argosvix/mcp-server.git"},"description":"Observability MCP server for AI agents: 89 tools (2 usable with no API key) to query and operate LLM cost, errors, latency, alerts, budgets, evals, prompts, approvals, and safety checks from Claude Desktop, Cursor, or any MCP client. stdio + HTTP transpor","maintainers":[{"name":"yuto-makihara","email":"hello@argosvix.com"}],"readme":"# @argosvix/mcp-server\n\nArgosvix MCP server lets AI agents (Claude Desktop, Cursor, Codex CLI, custom MCP clients) query, manage, and operate their LLM observability data directly from the conversation. Supports both **stdio** (subprocess) and **HTTP** (remote / self-host) transports.\n\n**Surface:** 89 tools (86 generally available + 3 internal operations tools that return 403 for customer accounts) / 3 resources / 8 resource templates / 3 prompts. Health and anomaly endpoints (`get_account_health` / `detect_anomaly` / `propose_alert_rules` / `classify_calls_batch` / `propose_eval_criteria`) plus a runtime control plane (budget gates / policy gates / human-approval gates) let an agent both observe and act. Release history is available on [npm](https://www.npmjs.com/package/@argosvix/mcp-server?activeTab=versions).\n\n[![npm version](https://img.shields.io/npm/v/@argosvix/mcp-server)](https://npmjs.com/package/@argosvix/mcp-server)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\n## Why\n\nYou're already sending LLM calls through `@argosvix/sdk` or the Python SDK. Now ask Claude / Cursor questions like:\n\n- \"What was my OpenAI cost over the past 24h?\"\n- \"Which alerts are firing right now?\"\n- \"Show me the 20 most expensive calls today.\"\n\nNo dashboard tab-switching. The agent fetches the data via this MCP server using your Argosvix API key.\n\n## Install\n\n**One-click** (starts keyless; set `ARGOSVIX_API_KEY` afterwards to use the tools for your own account):\n\n[![Add to Cursor](https://img.shields.io/badge/Cursor-Add_MCP_server-000000?logo=cursor)](cursor://anysphere.cursor-deeplink/mcp/install?name=argosvix&config=eyJjb21tYW5kIjoibnB4IiwiYXJncyI6WyIteSIsIkBhcmdvc3ZpeC9tY3Atc2VydmVyIl19)\n[![Install in VS Code](https://img.shields.io/badge/VS_Code-Install_MCP_server-0098FF?logo=githubcopilot)](https://insiders.vscode.dev/redirect/mcp/install?name=argosvix&config=%7B%22command%22%3A%22npx%22%2C%22args%22%3A%5B%22-y%22%2C%22%40argosvix%2Fmcp-server%22%5D%7D)\n\nClaude Code users can install the [argosvix plugin](https://github.com/argosvix/claude-plugin) instead — it bundles this server plus setup skills:\n\n```\n/plugin marketplace add argosvix/claude-plugin\n/plugin install argosvix@argosvix\n/reload-plugins\n```\n\n**Manual:**\n\n```bash\nnpm install -g @argosvix/mcp-server\n```\n\n## Configure (Claude Desktop)\n\nEdit your Claude Desktop config:\n\n- macOS: `~/Library/Application Support/Claude/claude_desktop_config.json`\n- Windows: `%APPDATA%\\Claude\\claude_desktop_config.json`\n\n```json\n{\n  \"mcpServers\": {\n    \"argosvix\": {\n      \"command\": \"argosvix-mcp\",\n      \"env\": {\n        \"ARGOSVIX_API_KEY\": \"argk_...\"\n      }\n    }\n  }\n}\n```\n\nRestart Claude Desktop. All 89 tools appear under the `argosvix__` prefix (e.g. `argosvix__query_calls`, `argosvix__get_account_health`, `argosvix__create_budget_gate`).\n\n> **No API key yet?** The server also starts without `ARGOSVIX_API_KEY` in introspection-only mode: all 89 tools are listed so you can evaluate the surface, and two public data tools (`get_synth_daily` / `get_daily_readthrough` — Argosvix's own daily AI digest and OSS readthrough) work with no key at all. Every other tool call returns instructions for getting a key at https://dashboard.argosvix.com/api-keys.\n>\n> Notes on the public data tools: they are part of the default `full` profile only (not in `ARGOSVIX_MCP_PROFILE=core`), and like every other tool they honor `ARGOSVIX_API_BASE` — if you point the server at a different base, they fetch `/v1/synth-daily` / `/v1/readthrough` from that base without authentication.\n\n## Configure (Cursor)\n\nEdit `~/.cursor/mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"argosvix\": {\n      \"command\": \"argosvix-mcp\",\n      \"env\": {\n        \"ARGOSVIX_API_KEY\": \"argk_...\"\n      }\n    }\n  }\n}\n```\n\n## Tool profile (`ARGOSVIX_MCP_PROFILE`)\n\nThe default profile is `full` (all 89 tools). If your MCP client's context budget is tight, set `ARGOSVIX_MCP_PROFILE=core` to expose only the 11 essentials for day-to-day operations:\n\n`query_calls` · `aggregate_calls` · `get_cost_summary` · `get_percentiles` · `get_account_health` · `detect_anomaly` · `list_alerts` · `create_alert` · `silence_alert` · `unsilence_alert` · `get_deployed_prompt`\n\n```json\n{\n  \"mcpServers\": {\n    \"argosvix\": {\n      \"command\": \"argosvix-mcp\",\n      \"env\": {\n        \"ARGOSVIX_API_KEY\": \"argk_...\",\n        \"ARGOSVIX_MCP_PROFILE\": \"core\"\n      }\n    }\n  }\n}\n```\n\nWorks in both stdio and HTTP transports. Unknown values fall back to `full` with a warning on stderr.\n\n## Description language (`ARGOSVIX_MCP_LANG`)\n\nTool, resource, and prompt descriptions returned by `tools/list` / `resources/list` /\n`prompts/list` are in English by default. Set `ARGOSVIX_MCP_LANG=ja` to get the original\nJapanese descriptions instead. Unset or unknown values fall back to `en` (with a warning\non stderr for unknown values). Tool names, input schemas, and behavior are identical in\nboth languages — only the human/agent-facing description text changes.\n\n```json\n{\n  \"mcpServers\": {\n    \"argosvix\": {\n      \"command\": \"argosvix-mcp\",\n      \"env\": {\n        \"ARGOSVIX_API_KEY\": \"argk_...\",\n        \"ARGOSVIX_MCP_LANG\": \"ja\"\n      }\n    }\n  }\n}\n```\n\nWorks in both stdio and HTTP transports.\n\n## Tools (highlights)\n\n89 tools in total — the full list is returned by `tools/list`. A sample of the core read / write surface:\n\n| Tool | Purpose | Type |\n|---|---|---|\n| `query_calls` | Recent LLM call records, filterable by provider / model / time range | read |\n| `get_cost_summary` | Aggregate cost / calls / tokens by provider or model | read |\n| `list_alerts` | Configured alerts + recent trigger status | read |\n| `get_alert` | Detail of a specific alert + recent trigger history | read |\n| `list_alert_events` | Alert trigger events across the account (notification history) | read |\n| `silence_alert` | Mute a specific alert (= temporary notification stop, default 24h) | write |\n| `unsilence_alert` | Resume notifications for a previously muted alert | write |\n| `create_alert` | Create a new alert rule (cost / error rate / latency / anomaly) | write |\n| `acknowledge_alert` | Mark a specific alert event as acknowledged (idempotent, orthogonal to silence) | write |\n\n### Resources\n\nResources expose read-only snapshots that AI agents can pull into context without an explicit tool call.\n\n| URI | Purpose |\n|---|---|\n| `argosvix://account` | Plan / quota / current-month record usage / retention snapshot (non-sensitive, Bearer-only) |\n| `argosvix://alerts/active` | Snapshot of currently enabled alerts |\n| `argosvix://cost/today` | Last-24h cost breakdown by provider (with `response.total`) |\n\n### Resource templates\n\nResource templates let agents construct dynamic URIs from a known id. The server enforces account scope via PK lookup on the backend, so cross-account ids return 404.\n\n| URI template | Purpose |\n|---|---|\n| `argosvix://calls/{id}` | Single LLM call record (provider / model / tokens / cost / latency / tags / error / trace_id). Plug in any id from `query_calls` results. |\n| `argosvix://alerts/{id}` | Single alert rule (name / type / threshold / window / channelKinds / sleep / enabled / silencedUntil) + recent 20 trigger events. Plug in any id from `list_alerts` results. `channelTargets` (notification destinations) is structurally dropped. |\n| `argosvix://traces/{id}` | Single trace = all spans grouped by `trace_id` (LLM call time-series). Top 50 spans only (LLM context budget cap); `errorDetails` / `requestMeta` are structurally dropped. Plug in any `traceId` from `query_calls` results. |\n\n### Prompts\n\nPrompts are reusable templates the user can launch as slash commands.\n\n| Name | Purpose |\n|---|---|\n| `cost_review` | Compare 24h / 7d / 30d cost trends and flag anomalies |\n| `alert_audit` | Audit current alert rules and propose improvements |\n| `incident_triage` | Investigate recent error / latency anomalies (default last 24h) |\n\n## Subscriptions (= v0.10, stdio only)\n\n`resources.subscribe` capability is declared in stdio mode. Clients can subscribe to one or more of the static resources below; the server polls each subscribed resource every 60 seconds and emits `notifications/resources/updated` when the content hash changes.\n\nSubscribable URIs (resource templates such as `argosvix://calls/{id}` are **not** subscribable):\n\n- `argosvix://account`\n- `argosvix://alerts/active`\n- `argosvix://cost/today`\n\nHTTP transport (= `argosvix-mcp --http`) does not declare `subscribe` and rejects subscribe requests, since per-request stateless mode cannot keep a subscription set or deliver server-initiated notifications. Use stdio for live updates.\n\n`listChanged` is intentionally not declared: the resource list is fixed for the server lifetime.\n\nImplementation notes (v0.10):\n- Single-flight guard: a slow polling cycle does not start a concurrent next cycle (= no overlapping `readResource` calls).\n- Unsubscribe / shutdown race: per-URI re-check before fetch and before notify, plus an `isShuttingDown` flag, so notifications are not emitted for URIs removed mid-cycle.\n- Failure handling: fetch and notify failures are silent (next cycle retries). With `ARGOSVIX_MCP_DEBUG=1` the server logs `{ uri, errorClass }` to stderr — error messages are intentionally **not** logged to avoid leaking upstream payload text.\n- Tests: 150 unit tests (incl. overlap single-flight + unsubscribe / shutdown race + invalid URI → `McpError(InvalidParams)` + axis 4 Tier 1 dispatcher coverage).\n\n## Privacy\n\nThe MCP server sends queries to `https://ingest.argosvix.com` using your API key. **No prompts or completions are exposed** — only metadata (tokens, cost, latency, model name, your tags).\n\n## Development\n\n```bash\nnpm install\nnpm run build\nnpm test\n```\n\n## License\n\nMIT © Yuto Makihara (Argosvix). See [LICENSE](LICENSE).\n\n## HTTP transport\n\nThe server can also run as a remote MCP endpoint over HTTP, suitable for\nself-hosting or multi-tenant scenarios where API key is supplied per request.\n\n```bash\n# Start HTTP transport (default: 127.0.0.1:3000)\nargosvix-mcp --http\n\n# Bind to all interfaces with custom port + allowed Host headers\nMCP_HTTP_HOST=0.0.0.0 \\\nMCP_HTTP_PORT=4000 \\\nMCP_HTTP_ALLOWED_HOSTS=\"mcp.example.com,localhost:4000\" \\\n  argosvix-mcp --http\n```\n\n### Endpoints\n\n- `GET /health` → `200 OK` with server name/version (no auth)\n- `POST /mcp` → MCP JSON-RPC endpoint (auth required)\n\n### Client example\n\n```bash\ncurl -X POST http://localhost:3000/mcp \\\n  -H \"Authorization: Bearer argk_...\" \\\n  -H \"Content-Type: application/json\" \\\n  -H \"Accept: application/json, text/event-stream\" \\\n  -d '{\n    \"jsonrpc\": \"2.0\",\n    \"id\": 1,\n    \"method\": \"tools/list\",\n    \"params\": {}\n  }'\n```\n\n### Auth model\n\nEach request must include `Authorization: Bearer <api-key>` with a valid\nArgosvix API key (issue at https://dashboard.argosvix.com/api-keys). The\nserver uses stateless mode (no session ID), so each request is independent\nand may carry a different key.\n\n### Security notes\n\n- Default bind is `127.0.0.1` (localhost only). Use `MCP_HTTP_HOST=0.0.0.0`\n  to expose externally, but pair with a reverse proxy + TLS in production.\n- DNS rebinding protection is applied for localhost binds by checking the\n  `Host` header against a known-localhost allow list. Use\n  `MCP_HTTP_ALLOWED_HOSTS` (comma-separated) when binding non-locally.\n- Body size is capped at 1 MiB.\n\n### Debug logging\n\nBackend error response bodies are **not** logged by default to keep production log\naggregators free of backend-internal payloads. To enable raw body logging for a\ndebugging session:\n\n```bash\nARGOSVIX_MCP_DEBUG=1 argosvix-mcp           # stdio mode\nARGOSVIX_MCP_DEBUG=1 argosvix-mcp --http    # HTTP mode\n```\n\nWithout the env var, error logs only include `path`, `status`, and `x-request-id`.\n","readmeFilename":"README.md"}