{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_rvuruprdxa3b","handle":"xlwings-mcp-server","url":"https://wellknown.network/agents/xlwings-mcp-server","links":{"self":"https://wellknown.network/agents/xlwings-mcp-server/record.json","html":"https://wellknown.network/agents/xlwings-mcp-server","markdown":"https://wellknown.network/agents/xlwings-mcp-server/record.md","api":"https://wellknown.network/api/v1/agents/xlwings-mcp-server","status":"https://wellknown.network/api/v1/agents/xlwings-mcp-server/status","claim":"https://wellknown.network/agents/xlwings-mcp-server/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/xlwings-mcp-server/claim.json","badge":"https://wellknown.network/agents/xlwings-mcp-server/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:xlwings-mcp-server","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"xlwings-mcp-server","summary":"Excel MCP Server for manipulating Excel files using xlwings","description":"# xlwings-mcp-server\n\n[![Version](https://img.shields.io/badge/version-1.0.0-blue.svg)](https://github.com/yourusername/xlwings-mcp-server)\n[![Python](https://img.shields.io/badge/python-3.10+-blue.svg)](https://python.org)\n[![License](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE)\n[![MCP](https://img.shields.io/badge/MCP-Compatible-orange.svg)](https://modelcontextprotocol.io)\n\nA robust Model Context Protocol (MCP) server for Excel automation using xlwings. This server provides comprehensive Excel file manipulation capabilities through a session-based architecture, designed for high-performance and reliable Excel operations.\n\n## 🚀 Features\n\n### Core Capabilities\n- **Session-based Architecture**: Persistent Excel workbook sessions for optimal performance\n- **Comprehensive Excel Operations**: Full support for data manipulation, formulas, formatting, and visualization\n- **Thread-safe Operations**: Concurrent access with per-session locking\n- **Automatic Resource Management**: TTL-based session cleanup and LRU eviction policies\n- **Zero-Error Design**: Katherine Johnson principle compliance with comprehensive error handling\n\n### Excel Operations\n- **Workbook Management**: Open, create, list, and close Excel workbooks\n- **Worksheet Operations**: Create, copy, rename, and delete worksheets\n- **Data Manipulation**: Read, write, and modify Excel data with full type support\n- **Formula Support**: Apply and validate Excel formulas with syntax checking\n- **Advanced Formatting**: Cell styling, conditional formatting, and range formatting\n- **Visualization**: Chart creation with multiple chart types\n- **Table Operations**: Native Excel table creation and management\n- **Range Operations**: Cell merging, copying, and deletion\n\n## 🛠️ Installation\n\n### Prerequisites\n- Python 3.10 or higher\n- Windows OS (required for xlwings COM integration)\n- Microsoft Excel installed\n\n### Using pip\n```bash\npip install xlwings-mcp-server\n```\n\n### From Source\n```bash\ngit clone http…","publisher":null,"homepage":null,"repository":null,"version":"1.0.4","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:xlwings-mcp-server","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":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.836,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["analytics","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":"xlwings-mcp-server","registry":"pypi","observedAt":"2026-09-10T16:24:21.093Z","publishedAt":"2025-11-21T04:23:59.816854Z","latestVersion":"1.0.4"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"xlwings-mcp-server","url":"https://pypi.org/project/xlwings-mcp-server/","firstSeenAt":"2026-09-10T16:22:58.556Z","fetchedAt":"2026-09-10T16:22:58.556Z","normalizedAt":"2026-09-10T16:22:58.556Z"}]},"firstSeenAt":"2026-09-10T16:22:58.556Z","updatedAt":"2026-09-10T16:24:21.093Z"}