{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_kjecfx69d73k","handle":"mcp-csv-database","url":"https://wellknown.network/agents/mcp-csv-database","links":{"self":"https://wellknown.network/agents/mcp-csv-database/record.json","html":"https://wellknown.network/agents/mcp-csv-database","markdown":"https://wellknown.network/agents/mcp-csv-database/record.md","api":"https://wellknown.network/api/v1/agents/mcp-csv-database","status":"https://wellknown.network/api/v1/agents/mcp-csv-database/status","claim":"https://wellknown.network/agents/mcp-csv-database/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/mcp-csv-database/claim.json","badge":"https://wellknown.network/agents/mcp-csv-database/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/mcp-csv-database/history","tools":"https://wellknown.network/api/v1/agents/mcp-csv-database/tools"},"ard":{"identifier":"urn:air::server:mcp-csv-database","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"mcp-csv-database","summary":"MCP server for CSV file management and SQL querying","description":"# MCP CSV Database Server\n\nA Model Context Protocol (MCP) server that provides comprehensive tools for loading CSV files into a temporary SQLite database and performing advanced data analysis with AI assistance.\n\n## Features\n\n- **Smart CSV Loading**: Automatically detect CSV separators and load multiple files from a folder\n- **Advanced SQL Queries**: Execute any SQL query with automatic result formatting and pagination\n- **Schema Inspection**: View database schema, table structures, and relationships\n- **Data Quality Analysis**: Comprehensive missing data analysis, duplicate detection, and data profiling\n- **Statistical Analysis**: Column statistics, data summaries, and distribution analysis\n- **Export Capabilities**: Export query results or tables back to CSV with custom formatting\n- **Performance Tools**: Create indexes, analyze query execution plans, and optimize performance\n- **AI-Ready**: Designed for seamless integration with AI assistants for data analysis workflows\n\n## Installation\n\n### From PyPI\n\n```bash\npip install mcp-csv-database\n```\n\n### From source\n\n```bash\ngit clone https://github.com/Lasitha-Jayawardana/mcp-csv-database.git\ncd mcp-csv-database\npip install -e .\n```\n\n## Usage\n\n### Command Line\n\nStart the server with stdio transport:\n\n```bash\nmcp-csv-database\n```\n\n**Recommended**: Auto-load CSV files from a folder using positional argument:\n\n```bash\nmcp-csv-database /path/to/csv/files\n```\n\nAlternative syntax with explicit flag:\n\n```bash\nmcp-csv-database --csv-folder /path/to/csv/files\n```\n\nWith custom table prefix:\n\n```bash\nmcp-csv-database /path/to/csv/files --table-prefix sales_\n```\n\nFor remote access with HTTP transport:\n\n```bash\nmcp-csv-database /path/to/csv/files --transport sse --port 8080\n```\n\n### Configuration\n\nAdd to your MCP client configuration:\n\n```json\n{\n  \"mcpServers\": {\n    \"csv-database\": {\n      \"command\": \"mcp-csv-database\",\n      \"args\": [\"/path/to/your/csv/files\"]\n    }\n  }\n}\n```\n\nAlternative configuration with explicit options:\n\n``…","publisher":null,"homepage":"https://github.com/Lasitha-Jayawardana/mcp-csv-database#readme","repository":"https://github.com/Lasitha-Jayawardana/mcp-csv-database/blob/main/CHANGELOG.md","version":"0.1.7","license":null,"protocols":["mcp"],"tags":["mcp","csv","database","sql","data-analysis"],"pricing":null,"endpoints":[{"url":"pypi:mcp-csv-database","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":"documents.spreadsheets","name":"Spreadsheets","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":1,"provenance":"declared"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["data","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":"mcp-csv-database","registry":"pypi","observedAt":"2026-10-28T10:24:32.834Z","publishedAt":"2025-08-12T06:58:23.769514Z","latestVersion":"0.1.7"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"mcp-csv-database","url":"https://pypi.org/project/mcp-csv-database/","firstSeenAt":"2026-09-10T01:19:40.682Z","fetchedAt":"2026-10-28T10:23:46.383Z","normalizedAt":"2026-10-28T10:23:46.383Z"}]},"firstSeenAt":"2026-09-10T01:19:40.682Z","updatedAt":"2026-10-28T10:24:32.834Z"}