{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_5hx5dg8knj33","handle":"localdata-mcp","url":"https://wellknown.network/agents/localdata-mcp","links":{"self":"https://wellknown.network/agents/localdata-mcp/record.json","html":"https://wellknown.network/agents/localdata-mcp","markdown":"https://wellknown.network/agents/localdata-mcp/record.md","api":"https://wellknown.network/api/v1/agents/localdata-mcp","status":"https://wellknown.network/api/v1/agents/localdata-mcp/status","claim":"https://wellknown.network/agents/localdata-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/localdata-mcp/claim.json","badge":"https://wellknown.network/agents/localdata-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/localdata-mcp/history","tools":"https://wellknown.network/api/v1/agents/localdata-mcp/tools"},"ard":{"identifier":"urn:air::server:localdata-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"localdata-mcp","summary":"MCP server for databases, spreadsheets, structured files, and directed graphs.","description":"<p align=\"center\">\n  <img src=\"assets/logo.png\" alt=\"LocalData MCP Server\" width=\"250\">\n</p>\n\n# LocalData MCP Server\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![GitHub Release](https://img.shields.io/github/v/release/ChrisGVE/localdata-mcp)](https://github.com/ChrisGVE/localdata-mcp/releases)\n[![CI](https://img.shields.io/github/actions/workflow/status/ChrisGVE/localdata-mcp/ci.yml?branch=main&label=CI)](https://github.com/ChrisGVE/localdata-mcp/actions/workflows/ci.yml)\n[![PyPI version](https://img.shields.io/pypi/v/localdata-mcp.svg)](https://pypi.org/project/localdata-mcp/)\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![Documentation](https://img.shields.io/badge/docs-readthedocs-blue.svg)](https://localdata-mcp.readthedocs.io)\n[![FastMCP](https://img.shields.io/badge/FastMCP-Compatible-green.svg)](https://github.com/jlowin/fastmcp)\n[![Verified on MseeP](https://mseep.ai/badge.svg)](https://mseep.ai/app/cd737717-02f3-4388-bab7-5ec7cbe40713)\n![PyPI downloads](https://img.shields.io/pypi/dm/localdata-mcp)\n![GitHub stars](https://img.shields.io/github/stars/ChrisGVE/localdata-mcp?style=social)\n\nLocalData MCP gives LLM agents access to local and remote data — databases, files, graphs, and structured documents — along with a full data science toolkit for analysis and modeling. It exposes 52 MCP tools across 13 database types and 20+ file formats, with memory-bounded streaming so agents can work safely on large datasets without exceeding available RAM.\n\n[![MseeP.ai Security Assessment Badge](https://mseep.net/pr/chrisgve-localdata-mcp-badge.png)](https://mseep.ai/app/chrisgve-localdata-mcp)\n\n## Quick Start\n\n```bash\n# Install permanently\nuv tool install localdata-mcp\n\n# Or run directly without installing\nuvx localdata-mcp\n```\n\n> **First-run note:** Data science dependencies (scipy, scikit-learn, statsmodels, geopandas) total around 200 MB and…","publisher":null,"homepage":"https://localdata-mcp.readthedocs.io","repository":"https://github.com/chrisgve/localdata-mcp/issues","version":"2.0.0","license":null,"protocols":["mcp"],"tags":["mcp","model-context-protocol","database","graph","graphml","spreadsheet","csv","json","yaml","toml","ai","assistant"],"pricing":null,"endpoints":[{"url":"pypi:localdata-mcp","type":"package_pypi","auth":null,"probeable":false},{"url":"pypi:mseep-localdata-mcp","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":"knowledge.knowledge-graph","name":"Knowledge Graphs","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.825,"provenance":"derived"}],"categories":["data","dev","documents","knowledge"],"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":"localdata-mcp","registry":"pypi","observedAt":"2026-09-10T06:25:36.501Z","publishedAt":"2026-04-06T20:28:03.709153Z","latestVersion":"2.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"localdata-mcp","url":"https://pypi.org/project/localdata-mcp/","firstSeenAt":"2026-09-09T23:25:57.005Z","fetchedAt":"2026-09-09T23:25:57.005Z","normalizedAt":"2026-09-09T23:25:57.005Z"},{"source":"pypi","key":"mseep-localdata-mcp","url":"https://pypi.org/project/mseep-localdata-mcp/","firstSeenAt":"2026-09-10T06:24:45.430Z","fetchedAt":"2026-09-10T06:24:45.430Z","normalizedAt":"2026-09-10T06:24:45.430Z"}]},"firstSeenAt":"2026-09-09T23:25:57.005Z","updatedAt":"2026-09-10T06:25:36.501Z"}