{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cgguapj4xpsc","handle":"bonito-mcp-server","url":"https://wellknown.network/agents/bonito-mcp-server","links":{"self":"https://wellknown.network/agents/bonito-mcp-server/record.json","html":"https://wellknown.network/agents/bonito-mcp-server","markdown":"https://wellknown.network/agents/bonito-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/bonito-mcp-server","status":"https://wellknown.network/api/v1/agents/bonito-mcp-server/status","claim":"https://wellknown.network/agents/bonito-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/bonito-mcp-server/claim.json","badge":"https://wellknown.network/agents/bonito-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/bonito-mcp-server/history","tools":"https://wellknown.network/api/v1/agents/bonito-mcp-server/tools"},"ard":{"identifier":"urn:air::server:bonito-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"bonito-mcp-server","summary":"Bonito MCP server — deep DB observability tools for AI agents (BON-004).","description":"# bonito-mcp\n\nThe **killer differentiator** of Bonito (BON-004): an MCP server that gives any\nAI agent (Claude, Bedrock, Strands) native access to deep database\nobservability. No Datadog DB Monitoring, DBmarlin or Percona PMM expose MCP —\nBonito does.\n\nIt is a thin wrapper over the `bonito-api` REST layer (business logic lives in\nstore/API, not duplicated here).\n\n## Run\n\n```bash\nuv pip install -e bonito-mcp          # local (repo checkout)\npip install bonito-mcp-server         # from PyPI\nexport BONITO_API_URL=http://localhost:8100\nexport BONITO_API_KEY=change-me\nbonito-mcp                      # stdio transport\n```\n\n> **PyPI name note:** the distribution is `bonito-mcp-server` — the bare name\n> `bonito-mcp` is already taken on PyPI by an unrelated project. The console\n> command is still `bonito-mcp`. With `uvx`, use\n> `uvx --from bonito-mcp-server bonito-mcp`.\n\n## Connect to an agent\n\n**Claude Desktop** — `claude_desktop_config.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"bonito\": {\n      \"command\": \"bonito-mcp\",\n      \"env\": { \"BONITO_API_URL\": \"http://localhost:8100\", \"BONITO_API_KEY\": \"change-me\" }\n    }\n  }\n}\n```\n\n**Claude CLI**:\n\n```bash\nclaude mcp add bonito -- bonito-mcp\n```\n\n**Bedrock / Strands:** the same server runs over stdio/SSE — wire it as a\ntool provider and the agent gets all 8 tools.\n\n## Tools\n\n| Tool | What the agent asks |\n|------|---------------------|\n| `get_slow_queries` | \"which queries are slow?\" |\n| `get_active_locks` | \"are there locks right now?\" |\n| `get_blocking_tree` | \"who is blocking whom?\" |\n| `explain_query` | \"what's the execution plan for this query?\" |\n| `get_wait_analysis` | \"what are the sessions waiting on?\" |\n| `compare_to_baseline` | \"is this query slower than usual?\" |\n| `suggest_remediation` | \"what should I do about a lock / slow query / bloat?\" |\n| `get_db_health_summary` | \"give me a health summary of the database\" |\n\n## Config\n\n| Env var | Default | Description |\n|---------|---------|-------------|\n| `BONITO_API_URL` | `…","publisher":{"name":"Carlos Cortez","url":null},"homepage":null,"repository":null,"version":"0.2.0","license":"Apache-2.0","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:bonito-mcp-server","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":1,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"}],"categories":["data","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":"bonito-mcp-server","registry":"pypi","observedAt":"2026-11-09T00:27:28.844Z","publishedAt":"2026-09-15T20:47:35.188198Z","latestVersion":"0.2.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"bonito-mcp-server","url":"https://pypi.org/project/bonito-mcp-server/","firstSeenAt":"2026-09-09T10:27:37.419Z","fetchedAt":"2026-11-09T00:26:24.488Z","normalizedAt":"2026-11-09T00:26:24.488Z"}]},"firstSeenAt":"2026-09-09T10:27:37.419Z","updatedAt":"2026-11-09T00:27:28.844Z"}