{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vc8yp4nvaak6","handle":"memory-bank-mcp","url":"https://wellknown.network/agents/memory-bank-mcp","links":{"self":"https://wellknown.network/agents/memory-bank-mcp/record.json","html":"https://wellknown.network/agents/memory-bank-mcp","markdown":"https://wellknown.network/agents/memory-bank-mcp/record.md","api":"https://wellknown.network/api/v1/agents/memory-bank-mcp","status":"https://wellknown.network/api/v1/agents/memory-bank-mcp/status","claim":"https://wellknown.network/agents/memory-bank-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/memory-bank-mcp/claim.json","badge":"https://wellknown.network/agents/memory-bank-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/memory-bank-mcp/history","tools":"https://wellknown.network/api/v1/agents/memory-bank-mcp/tools"},"ard":{"identifier":"urn:air::server:memory-bank-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"memory-bank-mcp","summary":"A FastMCP-based service for storing and retrieving project files in a SQLite database","description":"# Memory Bank\n\nA FastMCP-based service for storing and retrieving project files in a SQLite database.\n\n## Overview\n\nMemory Bank provides a simple file storage system organized by projects, allowing you to:\n\n- List all available projects\n- List files within a project\n- Read file contents\n- Write new files\n- Update existing files\n\nAll data is stored in a SQLite database for persistence.\n\n## Installation\n\n### From PyPI\n\n```bash\npip install memory-bank-mcp\n```\n\n### From Source\n\n1. Clone this repository\n2. Install dependencies:\n\n```bash\nuv sync --dev\n```\n\n## Configuration\n\nEnvironment variables can be set in a `.env` file in the project root:\n\n```\n# .env file\nDB_PATH=./data/memory_bank.db\n```\n\n## Running the Server\n\n```bash\npython main.py\n```\n\nBy default, the server runs on stdio. To run on SSE (Server-Sent Events) over network, modify `main.py`:\n\n```python\nmcp.run(transport=\"sse\", host=\"0.0.0.0\", port=8000)\n```\n\n## API Tools\n\n### List Projects\n\nLists all projects in the memory bank.\n\n### List Project Files\n\nLists all files in a specific project.\n\n### Read File\n\nReads the content of a specific file from a project.\n\n### Write File\n\nCreates a new file in a project. Will not overwrite existing files.\n\n### Update File\n\nUpdates the content of an existing file in a project.\n\n## Project Structure\n\n```\nmemory_bank/\n├── .env                    # Environment variables configuration\n├── README.md               # Project documentation \n├── main.py                 # Application entry point\n├── db_init.py              # Database initialization scripts\n├── config.py               # Configuration settings\n├── database/\n│   └── database.py         # Database connection and operations\n└── api/\n    ├── __init__.py         # API package initialization\n    └── tools.py            # FastMCP tool definitions\n```","publisher":null,"homepage":"https://github.com/banhmysuawx/memory-bank-mcp-python","repository":"https://github.com/banhmysuawx/memory-bank-mcp-python/issues","version":"0.0.1","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:memory-bank-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"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":1,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":1,"provenance":"derived"},{"slug":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"derived"},{"slug":"finance.banking","name":"Banking","confidence":1,"provenance":"derived"},{"slug":"code.documentation","name":"Code Documentation","confidence":0.848,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.802,"provenance":"derived"}],"categories":["code","data","dev","finance","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":"memory-bank-mcp","registry":"pypi","observedAt":"2026-11-03T17:26:07.630Z","publishedAt":"2025-05-06T10:33:50.356085Z","latestVersion":"0.0.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"memory-bank-mcp","url":"https://pypi.org/project/memory-bank-mcp/","firstSeenAt":"2026-09-10T05:22:49.308Z","fetchedAt":"2026-11-03T17:25:11.341Z","normalizedAt":"2026-11-03T17:25:11.341Z"}]},"firstSeenAt":"2026-09-10T05:22:49.308Z","updatedAt":"2026-11-03T17:26:07.630Z"}