{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_pkym3ggf9mzc","handle":"iflow-mcp-python-local","url":"https://wellknown.network/agents/iflow-mcp-python-local","links":{"self":"https://wellknown.network/agents/iflow-mcp-python-local/record.json","html":"https://wellknown.network/agents/iflow-mcp-python-local","markdown":"https://wellknown.network/agents/iflow-mcp-python-local/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-python-local","status":"https://wellknown.network/api/v1/agents/iflow-mcp-python-local/status","claim":"https://wellknown.network/agents/iflow-mcp-python-local/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-python-local/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-python-local/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-python-local/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-python-local/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-python-local","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_python-local","summary":"An MCP Server to run python locally","description":"# python_local MCP Server\n\nAn MCP Server that provides an interactive Python REPL (Read-Eval-Print Loop) environment.\n\n## Components\n\n### Resources\n\nThe server provides access to REPL session history:\n- Custom `repl://` URI scheme for accessing session history\n- Each session's history can be viewed as a text/plain resource\n- History shows input code and corresponding output for each execution\n\n### Tools\n\nThe server implements one tool:\n- `python_repl`: Executes Python code in a persistent session\n  - Takes `code` (Python code to execute) and `session_id` as required arguments\n  - Maintains separate state for each session\n  - Supports both expressions and statements\n  - Captures and returns stdout/stderr output\n\n## Configuration\n\n### Install\n\n#### Claude Desktop\n\nOn MacOS: `~/Library/Application\\ Support/Claude/claude_desktop_config.json`\nOn Windows: `%APPDATA%/Claude/claude_desktop_config.json`\n\n<details>\n  <summary>Development/Unpublished Servers Configuration</summary>\n  ```json\n  \"mcpServers\": {\n    \"python_local\": {\n      \"command\": \"uv\",\n      \"args\": [\n        \"--directory\",\n        \"/path/to/python_local\",\n        \"run\",\n        \"python_local\"\n      ]\n    }\n  }\n  ```\n</details>\n\n<details>\n  <summary>Published Servers Configuration</summary>\n  ```json\n  \"mcpServers\": {\n    \"python_local\": {\n      \"command\": \"uvx\",\n      \"args\": [\n        \"python_local\"\n      ]\n    }\n  }\n  ```\n</details>\n\n## Development\n\n### Building and Publishing\n\nTo prepare the package for distribution:\n\n1. Sync dependencies and update lockfile:\n```bash\nuv sync\n```\n\n2. Build package distributions:\n```bash\nuv build\n```\n\nThis will create source and wheel distributions in the `dist/` directory.\n\n3. Publish to PyPI:\n```bash\nuv publish\n```\n\nNote: You'll need to set PyPI credentials via environment variables or command flags:\n- Token: `--token` or `UV_PUBLISH_TOKEN`\n- Or username/password: `--username`/`UV_PUBLISH_USERNAME` and `--password`/`UV_PUBLISH_PASSWORD`\n\n### Debugging\n\nSince MCP servers …","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_python-local","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"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":"iflow-mcp_python-local","registry":"pypi","observedAt":"2026-09-15T19:23:34.595Z","publishedAt":"2025-11-06T08:05:55.281456Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_python-local","url":"https://pypi.org/project/iflow-mcp_python-local/","firstSeenAt":"2026-09-09T20:25:16.938Z","fetchedAt":"2026-09-15T19:22:52.436Z","normalizedAt":"2026-09-15T19:22:52.436Z"}]},"firstSeenAt":"2026-09-09T20:25:16.938Z","updatedAt":"2026-09-15T19:23:34.595Z"}