{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_2b3pf88rehs3","handle":"mcp-server-roboflow","url":"https://wellknown.network/agents/mcp-server-roboflow","links":{"self":"https://wellknown.network/agents/mcp-server-roboflow/record.json","html":"https://wellknown.network/agents/mcp-server-roboflow","markdown":"https://wellknown.network/agents/mcp-server-roboflow/record.md","api":"https://wellknown.network/api/v1/agents/mcp-server-roboflow","status":"https://wellknown.network/api/v1/agents/mcp-server-roboflow/status","claim":"https://wellknown.network/agents/mcp-server-roboflow/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-server-roboflow/claim.json","badge":"https://wellknown.network/agents/mcp-server-roboflow/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-server-roboflow/history","tools":"https://wellknown.network/api/v1/agents/mcp-server-roboflow/tools"},"ard":{"identifier":"urn:air::server:mcp-server-roboflow","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-server-roboflow","summary":"Hardened MCP server for the Roboflow API: dataset ingestion, image tagging, annotation upload, version lifecycle. Capability-scoped, audited, SSRF-guarded.","description":"# mcp-server-roboflow\n\nAn MCP server that exposes the [Roboflow](https://roboflow.com) API to\nMCP-compatible clients like Claude Code, Claude Desktop, and Cursor.\n\nUse it to manage datasets, upload and tag images, push annotations, and inspect\nprojects without leaving your editor.\n\n> Not affiliated with Roboflow Inc. This is a community project.\n\n## Status\n\nEarly development. The public API and tool names will change until `v1.0.0`.\nSee [CHANGELOG.md](CHANGELOG.md) for what shipped in each release.\n\n## Install\n\nRequires Python 3.10 or newer and a Roboflow private API key.\n\n### Claude Code\n\n```bash\nclaude mcp add roboflow \\\n  --scope user \\\n  --env ROBOFLOW_API_KEY=your_key_here \\\n  -- uvx mcp-server-roboflow\n```\n\nRestart Claude Code. Tools appear as `mcp__roboflow__*`.\n\n### From source\n\n```bash\ngit clone https://github.com/MayankD409/Roboflow-MCP-Server.git\ncd Roboflow-MCP-Server\nuv sync\nuv run mcp-server-roboflow\n```\n\n## Configuration\n\nEnvironment variables (copy `.env.example` to `.env` for local dev):\n\n| Variable | Required | Description |\n|---|---|---|\n| `ROBOFLOW_API_KEY` | yes | Your Roboflow private API key |\n| `ROBOFLOW_WORKSPACE` | no | Default workspace slug, so tools can omit it |\n| `ROBOFLOW_API_URL` | no | Override the API base (default `https://api.roboflow.com`) |\n| `ROBOFLOW_APP_URL` | no | Override the app host used by session-cookie tools (default `https://app.roboflow.com`) |\n| `ROBOFLOW_SESSION_COOKIE` | no | Browser-session Cookie header for `roboflow_add_reviewed_to_dataset`; Roboflow has no public API for that action (see [docs/TOOLS.md](docs/TOOLS.md)) |\n| `ROBOFLOW_MCP_LOG_LEVEL` | no | `DEBUG`, `INFO`, `WARNING`, `ERROR` (default `INFO`) |\n\n## Tools\n\nSee [docs/TOOLS.md](docs/TOOLS.md) for the full list. v0.1 focuses on dataset\nmanagement: list workspaces and projects, upload images, add and filter by\ntags, upload annotations.\n\n## Contributing\n\nWe follow Git Flow and test-driven development. New tools land through PRs to\n`develop`; releases…","publisher":null,"homepage":"https://github.com/MayankD409/Roboflow-MCP-Server","repository":"https://github.com/MayankD409/Roboflow-MCP-Server/blob/main/CHANGELOG.md","version":"0.4.0","license":"Apache License\n                                   Version 2.0, …","protocols":["mcp"],"tags":["claude","computer-vision","dataset","llm","mcp","roboflow"],"pricing":null,"endpoints":[{"url":"pypi:mcp-server-roboflow","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.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"media.image-understanding","name":"Image Understanding","confidence":0.638,"provenance":"derived"}],"categories":["dev","media"],"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":"mcp-server-roboflow","registry":"pypi","observedAt":"2026-10-22T11:30:55.424Z","publishedAt":"2026-07-13T19:26:23.313731Z","latestVersion":"0.4.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-server-roboflow","url":"https://pypi.org/project/mcp-server-roboflow/","firstSeenAt":"2026-09-10T04:22:16.540Z","fetchedAt":"2026-10-22T11:28:53.336Z","normalizedAt":"2026-10-22T11:28:53.336Z"}]},"firstSeenAt":"2026-09-10T04:22:16.540Z","updatedAt":"2026-10-22T11:30:55.424Z"}