{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_v8w8hgcs7gcs","handle":"okovia-mcp","url":"https://wellknown.network/agents/okovia-mcp","links":{"self":"https://wellknown.network/agents/okovia-mcp/record.json","html":"https://wellknown.network/agents/okovia-mcp","markdown":"https://wellknown.network/agents/okovia-mcp/record.md","api":"https://wellknown.network/api/v1/agents/okovia-mcp","status":"https://wellknown.network/api/v1/agents/okovia-mcp/status","claim":"https://wellknown.network/agents/okovia-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/okovia-mcp/claim.json","badge":"https://wellknown.network/agents/okovia-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/okovia-mcp/history","tools":"https://wellknown.network/api/v1/agents/okovia-mcp/tools"},"ard":{"identifier":"urn:air::server:okovia-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"okovia-mcp","summary":"OkOvia MCP server — query your AI cost, margin, and reliability from any MCP client (Claude Desktop, Claude Code, …) in natural language.","description":"# okovia-mcp\n\nOkOvia MCP server — ask any MCP client (Claude Desktop, Claude Code, …) about the **cost, margin, reliability, and quality** of your AI usage, in natural language.\n\nIt talks to the OkOvia API with your key and exposes the read dashboards as MCP tools. It runs on your machine; no data beyond the API calls leaves it, and it never sends prompts or content.\n\n## What you can ask\n\n- \"How much did my AI features cost, highest first?\"\n- \"Which model or provider is driving the cost?\"\n- \"Show the most recent operations and their cost. Detail `op_7K9x`.\"\n- \"What's my reliability — which model has the most errors or timeouts?\"\n- \"Compare the models I use.\"\n\n## Requirements\n\n- Python 3.10+ (run via [`uvx`](https://docs.astral.sh/uv/) or `pipx`)\n- An OkOvia **secret** API key (`vik_sec_…`) from the console → Settings → Service accounts\n\n## Configure your MCP client\n\nClaude Desktop / Claude Code (`mcpServers` block):\n\n```json\n{\n  \"mcpServers\": {\n    \"okovia\": {\n      \"command\": \"uvx\",\n      \"args\": [\"okovia-mcp\"],\n      \"env\": {\n        \"OKOVIA_API_KEY\": \"vik_sec_your_key\",\n        \"OKOVIA_ENDPOINT\": \"https://api.okovia.com\"\n      }\n    }\n  }\n}\n```\n\n`OKOVIA_ENDPOINT` defaults to `https://api.okovia.com` — set it only for self-hosted deployments.\n\n## Tools\n\n| Tool | What it returns |\n|---|---|\n| `check_connection` | API reachable + endpoint |\n| `cost_by_feature` | cost (USD) + op count per feature |\n| `cost_by_model` / `cost_by_provider` / `cost_by_channel` | cost grouped by that dimension |\n| `cost_by_customer` | cost, revenue and gross margin per customer (`tenant_id` in operation metadata) |\n| `list_operations` | recent operations with total cost (`limit`, default 20) |\n| `get_operation` | full detail for one operation id |\n| `reliability` | success/error/timeout rates, daily timeline, top error codes |\n| `quality` | client-side eval scores (0..1): totals, timeline, per-evaluator/feature/model with cost per operation |\n| `model_comparison` | models side by side (i…","publisher":null,"homepage":"https://okovia.com","repository":"https://github.com/geomichelon/okovia-mcp/blob/main/CHANGELOG.md","version":"0.3.0","license":"MIT","protocols":["mcp"],"tags":["ai","cost","llm","mcp","model-context-protocol","observability","okovia"],"pricing":null,"endpoints":[{"url":"pypi:okovia-mcp","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"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"declared"}],"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":"okovia-mcp","registry":"pypi","observedAt":"2026-11-03T20:29:40.337Z","publishedAt":"2026-08-23T04:18:46.558761Z","latestVersion":"0.3.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"okovia-mcp","url":"https://pypi.org/project/okovia-mcp/","firstSeenAt":"2026-09-10T08:26:17.069Z","fetchedAt":"2026-11-03T20:28:33.076Z","normalizedAt":"2026-11-03T20:28:33.076Z"}]},"firstSeenAt":"2026-09-10T08:26:17.069Z","updatedAt":"2026-11-03T20:29:40.337Z"}