{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ukat6banevn2","handle":"iflow-mcp-mcp-python","url":"https://wellknown.network/agents/iflow-mcp-mcp-python","links":{"self":"https://wellknown.network/agents/iflow-mcp-mcp-python/record.json","html":"https://wellknown.network/agents/iflow-mcp-mcp-python","markdown":"https://wellknown.network/agents/iflow-mcp-mcp-python/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-python","status":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-python/status","claim":"https://wellknown.network/agents/iflow-mcp-mcp-python/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-mcp-python/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-mcp-python/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-python/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-mcp-python/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-mcp-python","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_mcp-python","summary":"MCP server providing a Python REPL with persistent session","description":"# Python REPL MCP Server\n\nThis MCP server provides a Python REPL (Read-Eval-Print Loop) as a tool. It allows execution of Python code through the MCP protocol with a persistent session.\n\n## Setup\n\nNo setup needed! The project uses `uv` for dependency management.\n\n## Running the Server\n\nSimply run:\n\n```bash\nuv run src/python_repl/server.py\n```\n\n## Usage with Claude Desktop\n\nAdd this configuration to your Claude Desktop config file:\n\n```json\n{\n  \"mcpServers\": {\n    \"python-repl\": {\n      \"command\": \"uv\",\n      \"args\": [\n        \"--directory\",\n        \"/absolute/path/to/python-repl-server\",\n        \"run\",\n        \"mcp_python\"\n      ]\n    }\n  }\n}\n```\n\nThe server provides three tools:\n\n1. `execute_python`: Execute Python code with persistent variables\n\n   - `code`: The Python code to execute\n   - `reset`: Optional boolean to reset the session\n\n2. `list_variables`: Show all variables in the current session\n\n3. `install_package`: Install a package from pypi\n\n## Examples\n\nSet a variable:\n\n```python\na = 42\n```\n\nUse the variable:\n\n```python\nprint(f\"The value is {a}\")\n```\n\nList all variables:\n\n```python\n# Use the list_variables tool\n```\n\nReset the session:\n\n```python\n# Use execute_python with reset=true\n```\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request. Here are some ways you can contribute:\n\n- Report bugs\n- Suggest new features\n- Improve documentation\n- Add test cases\n- Submit code improvements\n\nBefore submitting a PR, please ensure:\n\n1. Your code follows the existing style\n2. You've updated documentation as needed\n3. Maybe write some tests?\n\nFor major changes, please open an issue first to discuss what you would like to change.","publisher":null,"homepage":"https://hdr.is","repository":"https://github.com/hdresearch/mcp-python","version":"0.1.3","license":null,"protocols":["mcp"],"tags":["mcp","python","repl","server"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_mcp-python","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"code.execution","name":"Code Execution","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["code","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_mcp-python","registry":"pypi","observedAt":"2026-10-28T05:24:08.758Z","publishedAt":"2025-11-07T07:16:24.481180Z","latestVersion":"0.1.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_mcp-python","url":"https://pypi.org/project/iflow-mcp_mcp-python/","firstSeenAt":"2026-09-09T20:23:36.301Z","fetchedAt":"2026-10-28T05:23:00.465Z","normalizedAt":"2026-10-28T05:23:00.465Z"}]},"firstSeenAt":"2026-09-09T20:23:36.301Z","updatedAt":"2026-10-28T05:24:08.758Z"}