{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_zgezh8b6b5tt","handle":"excel-analytics-mcp","url":"https://wellknown.network/agents/excel-analytics-mcp","links":{"self":"https://wellknown.network/agents/excel-analytics-mcp/record.json","html":"https://wellknown.network/agents/excel-analytics-mcp","markdown":"https://wellknown.network/agents/excel-analytics-mcp/record.md","api":"https://wellknown.network/api/v1/agents/excel-analytics-mcp","status":"https://wellknown.network/api/v1/agents/excel-analytics-mcp/status","claim":"https://wellknown.network/agents/excel-analytics-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/excel-analytics-mcp/claim.json","badge":"https://wellknown.network/agents/excel-analytics-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/excel-analytics-mcp/history","tools":"https://wellknown.network/api/v1/agents/excel-analytics-mcp/tools"},"ard":{"identifier":"urn:air::server:excel-analytics-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"excel-analytics-mcp","summary":"Self-evolving Excel analytics toolkit — MCP server + dashboard for Claude Desktop","description":"# Excel Analytics MCP Server\n\nA self-evolving data analytics toolkit for [Claude Desktop](https://claude.ai/download). Drop your Excel files in, ask questions in plain English, and build up a personal library of reusable analysis tools — no coding required.\n\n## What It Does\n\n- **Upload Excel/CSV files** via a web dashboard\n- **Ask Claude** questions about your data in natural language\n- **Save analyses** as reusable tools you can run again and again\n- **Create custom tools** that Claude can use on your behalf\n- **Everything stays local** — your data never leaves your machine\n\n## Install\n\n### Option 1: PyPI (recommended)\n\nRequires Python 3.10+ and [uv](https://docs.astral.sh/uv/getting-started/installation/).\n\n```bash\n# Install uv if you don't have it\ncurl -LsSf https://astral.sh/uv/install.sh | sh\n\n# Install and configure Claude Desktop\nuvx excel-analytics-mcp --setup\n```\n\nThat's it. Restart Claude Desktop and start asking questions.\n\n### Option 2: From source\n\n```bash\ngit clone https://github.com/blakethom8/excel-mcp.git\ncd excel-mcp\nbash install.sh\n```\n\nThe install script will:\n1. Check for Python 3.10+ and install `uv` if needed\n2. Install all dependencies in an isolated virtual environment\n3. Configure Claude Desktop automatically\n4. Create the data directory at `~/Documents/Excel Analytics/`\n\n## How to Use\n\n### 1. Upload Your Data\n\nOpen the dashboard at **http://localhost:8765** (starts automatically when Claude Desktop launches the server) and drag your Excel or CSV files into the upload zone.\n\n### 2. Ask Claude Questions\n\nIn Claude Desktop, try prompts like:\n\n- *\"What datasets do I have?\"*\n- *\"Describe the sales table\"*\n- *\"Show me the top 10 customers by revenue\"*\n- *\"What's the average order value by month?\"*\n- *\"Find all invoices over $5,000 from last week\"*\n\n### 3. Save Reusable Analyses\n\nWhen you find a useful query, ask Claude to save it:\n\n- *\"Save this as a tool called 'Top Customers'\"*\n- *\"Create a reusable analysis for monthly revenue trends\"*\n\n### …","publisher":{"name":"Blake Thomson","url":null},"homepage":"https://github.com/blakethom8/excel-mcp","repository":"https://github.com/blakethom8/excel-mcp","version":"0.1.3","license":"MIT","protocols":["mcp"],"tags":["analytics","claude","excel","llm","mcp"],"pricing":null,"endpoints":[{"url":"pypi:excel-analytics-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","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"documents.spreadsheets","name":"Spreadsheets","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.825,"provenance":"derived"},{"slug":"documents.invoice-processing","name":"Invoice Processing","confidence":0.814,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["ai","dev","documents"],"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":"excel-analytics-mcp","registry":"pypi","observedAt":"2026-09-15T14:27:00.275Z","publishedAt":"2026-02-13T02:36:43.442548Z","latestVersion":"0.1.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"excel-analytics-mcp","url":"https://pypi.org/project/excel-analytics-mcp/","firstSeenAt":"2026-09-09T15:22:01.218Z","fetchedAt":"2026-09-15T14:25:08.528Z","normalizedAt":"2026-09-15T14:25:08.528Z"}]},"firstSeenAt":"2026-09-09T15:22:01.218Z","updatedAt":"2026-09-15T14:27:00.276Z"}