{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_45h5yhxy3pz2","handle":"sdif-mcp","url":"https://wellknown.network/agents/sdif-mcp","links":{"self":"https://wellknown.network/agents/sdif-mcp/record.json","html":"https://wellknown.network/agents/sdif-mcp","markdown":"https://wellknown.network/agents/sdif-mcp/record.md","api":"https://wellknown.network/api/v1/agents/sdif-mcp","status":"https://wellknown.network/api/v1/agents/sdif-mcp/status","claim":"https://wellknown.network/agents/sdif-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/sdif-mcp/claim.json","badge":"https://wellknown.network/agents/sdif-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/sdif-mcp/history","tools":"https://wellknown.network/api/v1/agents/sdif-mcp/tools"},"ard":{"identifier":"urn:air::server:sdif-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"sdif-mcp","summary":"SDIF MCP","description":"# SDIF MCP\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python Version](https://img.shields.io/badge/python-3.9%2B-blue.svg)](https://www.python.org/downloads/)\n[![Status: Experimental](https://img.shields.io/badge/Status-Experimental-orange.svg)](https://github.com/syncpulse-solutions/satif)\n\nMCP server implementation for working with SDIF (SQL Data Interoperable Format) files.\n\n## Overview\n\n`sdif_mcp` provides a [Model Context Protocol](https://modelcontextprotocol.io/) server implementation to enable AI agents to easily interact with and manipulate SDIF files.\n\n> **Note:** This library is highly experimental. The API may change significantly in the near future.\n\n## Features\n\n- MCP server implementation for SDIF files\n- Direct SQL querying capabilities for AI agents\n- Predefined prompts for common SDIF operations:\n  - Standardization\n  - Schema adaptation\n  - Transformation\n\n## Installation\n\n```bash\npip install sdif-mcp\n```\n\n## Contributing\n\nAs this is an experimental package, we welcome contributions and feedback to help stabilize and improve the API.\n\nPlease follow the general contribution guidelines for the SATIF project:\n\n1. **Fork the repository** on GitHub.\n2. **Clone your fork** locally.\n3. **Create a new branch** for your feature or bug fix.\n4. **Set up the development environment** (refer to the main SATIF project or relevant sub-project for build/dev environment details).\n5. **Make your changes.** Ensure your code adheres to PEP 8 and includes comprehensive docstrings and type hints.\n6. **Add or update tests** for your changes.\n7. **Run linters, type checkers, and tests** to ensure code quality and correctness.\n8. **Commit your changes** with a clear and descriptive commit message.\n9. **Push your changes** to your fork.\n10. **Submit a Pull Request (PR)** to the `main` branch of the original `syncpulse-solutions/satif` repository.\n\n## License\n\nThis project is licensed under the MIT Licens…","publisher":{"name":"Syncpulse","url":null},"homepage":null,"repository":null,"version":"0.2.5","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:sdif-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"}],"categories":["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":"sdif-mcp","registry":"pypi","observedAt":"2026-11-04T00:27:23.705Z","publishedAt":"2025-05-20T15:42:15.025204Z","latestVersion":"0.2.5"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"sdif-mcp","url":"https://pypi.org/project/sdif-mcp/","firstSeenAt":"2026-09-10T12:21:08.077Z","fetchedAt":"2026-11-04T00:25:47.879Z","normalizedAt":"2026-11-04T00:25:47.879Z"}]},"firstSeenAt":"2026-09-10T12:21:08.077Z","updatedAt":"2026-11-04T00:27:23.705Z"}