{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_7fbp3d9tmsf4","handle":"flintai-mcp","url":"https://wellknown.network/agents/flintai-mcp","links":{"self":"https://wellknown.network/agents/flintai-mcp/record.json","html":"https://wellknown.network/agents/flintai-mcp","markdown":"https://wellknown.network/agents/flintai-mcp/record.md","api":"https://wellknown.network/api/v1/agents/flintai-mcp","status":"https://wellknown.network/api/v1/agents/flintai-mcp/status","claim":"https://wellknown.network/agents/flintai-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/flintai-mcp/claim.json","badge":"https://wellknown.network/agents/flintai-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/flintai-mcp/history","tools":"https://wellknown.network/api/v1/agents/flintai-mcp/tools"},"ard":{"identifier":"urn:air::server:flintai-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"flintai-mcp","summary":"Flint AI platform MCP server: read-only AI-SPM issues, inventory, and remediation guidance for coding agents","description":"# flintai-mcp\n\nA local [MCP](https://modelcontextprotocol.io) server (stdio) that gives a coding\nagent read-only access to a Flint AI backend's **AI-SPM issues, inventory, and\nremediation guidance** so it can fix the flagged code.\n\nIt is a thin, authenticated REST client over the Flint AI API — no scanner runs\nlocally and no backend changes are required. Everything valuable (AI-reasoned\nfindings, rule-based issues, public-asset vuln enrichment, remediation guidance)\nis already computed server-side and served over the existing API / static assets.\n\nThe package is named for the platform (`flintai-mcp`) rather than AI-SPM\nspecifically: v1 ships the AI-SPM tools, but it is intended to grow to cover other\nFlint AI product domains (guardrails, ROI, …) over time.\n\n> **This repository is generated.** `flintai-mcp` is developed in SandboxAQ's\n> internal monorepo and mirrored here (which also builds and publishes the wheel\n> to PyPI). Please file issues here; see [`CONTRIBUTING.md`](CONTRIBUTING.md) to\n> propose changes.\n\n> **Phase 1: read-only, remote-backed.** Fast verification of uncommitted fixes (a\n> local scan + a synchronous backend \"dry-run\" endpoint) is a planned Phase 2 and\n> is intentionally out of scope here.\n\n## Install & run\n\nThe idiomatic way is via the published wheel with `uvx` (no clone, no build step):\n\n```bash\nuvx flintai-mcp\n```\n\n## Configuration\n\nSet two environment variables:\n\n| Variable           | Meaning                                                  |\n| ------------------ | -------------------------------------------------------- |\n| `FLINTAI_API_KEY`  | Flint AI API key (`sk_...`).                             |\n| `FLINTAI_INSTANCE` | Flint instance base URL, e.g. `https://app.flintai.dev`. |\n\nThe instance URL is validated against a fail-closed host allowlist before any\ncredential is attached.\n\nThe **tenant and workspace are auto-discovered** from the API key at startup —\nyou do not configure any IDs. A key is pinned to exactly one tenant + activ…","publisher":{"name":"SandboxAQ","url":null},"homepage":null,"repository":"https://github.com/sandbox-quantum/flintai-mcp","version":"0.1.0rc3","license":"Apache-2.0","protocols":["mcp"],"tags":["ai","mcp","security","ai-spm","flintai"],"pricing":null,"endpoints":[{"url":"pypi:flintai-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"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":"flintai-mcp","registry":"pypi","observedAt":"2026-11-09T05:24:41.975Z","publishedAt":"2026-08-20T12:16:13.013543Z","latestVersion":"0.1.0rc3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"flintai-mcp","url":"https://pypi.org/project/flintai-mcp/","firstSeenAt":"2026-09-09T15:23:21.284Z","fetchedAt":"2026-11-09T05:23:18.369Z","normalizedAt":"2026-11-09T05:23:18.369Z"}]},"firstSeenAt":"2026-09-09T15:23:21.284Z","updatedAt":"2026-11-09T05:24:41.975Z"}