File systems

Share a folder of data files read-only over MCP, and fill it from PostgreSQL under a read-only role.

ISO 20022 payment files for agents: generate, validate, and convert pain.001, pain.008, MT101.

The local context engine for AI coding agents: ranked files, context packs and a code graph.

Turn conversations into mind maps and whiteboards — in your TabTree account, or local files.

Look up SWIFT and BIC bank codes from a bundled directory. No network and no key.

Summarize runtime declarations across local manifests and CI files without returning versions,...

Secure filesystem access for AI agents with configurable directory and file type restrictions

Check locale files for broken placeholders, plurals and missing keys. Validators need no API key.

Read-only MCP server for markdown and agent steering files: read, outline, lint, context budget.

Storage for AI agents: free public items, or private items paid with credits or USDC (x402).

Scans ML model files (PyTorch, safetensors, Keras, ONNX) for supply-chain risks

Markdown knowledge base as agent memory. Runs against the notes directory it is started in.

A supplier directory that does not rot: contacts, terms, lead times, review dates.

Local-first public-data MCP server that writes inspectable records and working files.

Private, local Bale bot for agents: read, search and answer messages, ask and wait, files.

Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

Render PDFs and images from templates, validate data and convert Office files to PDF.

Convert music files to chord sheets and manage your Jam Jam songbook from an AI assistant.

Offline secret scanning for AI agents. Redacted findings; scans text and files in a chosen root.

MCP server for LC-MS data in mzML/mzMLb and Bruker timsTOF files; vendor formats via msconvert.

Lint and fix Odoo addons: pylint-odoo and OCA checks, translation files and upgrades.

Outlook & OneDrive MCP: personal & enterprise tools for mail, calendar, contacts, tasks, files

MCP server for building, inspecting, and exporting PhysiCell and PhysiBoSS configuration files

Read ACPI tables from a live QEMU guest or files and explain them for OS developers.