FieldCure 

MCP RAG server with hybrid BM25 + vector search and AI-powered chunk contextualization. Chunks documents, enriches chunks with AI-generated context and keywords, generates embeddings, and performs keyword... More information

Essential MCP tools — web search (news/images/scholar/patents with SerpApi or Serper), web/document fetching and file downloads, Wolfram|Alpha computational knowledge with native MathML, shell, JavaScript... More information

Document text extraction for DOCX, HWPX, XLSX, PPTX, HTML, and PDF. RAG-ready structured Markdown output with heading detection, tables, metadata (YAML front matter), footnotes, endnotes, comments, and... More information

AI Chat UI Controls for WinUI 3. Supports Claude, OpenAI, Gemini, Ollama and more.

Windows-only headless LLM task automation engine with scheduling. Executes natural language tasks on schedule via Windows Task Scheduler and sends results through configured channels.

App-level helpers and models for AssistStudio — MCP server management, tool orchestration, workspace context, and conversation persistence. AI providers are in FieldCure.Ai.Providers.

AI provider clients for Claude, OpenAI, Gemini, Ollama, and Groq. Shared models and streaming support.

MCP server for multi-channel messaging. Supports Slack, Telegram, Email (Gmail, Naver, Microsoft Graph API), KakaoTalk, and Discord via stdio transport.

MCP server for secure filesystem operations. Exposes 17 sandboxed file/directory tools via stdio transport. Supports MCP roots protocol for runtime directory changes, plus convert_to_markdown for on-disk... More information

Agent loop and sub-agent execution engine. Provides IAgentLoop for autonomous LLM tool-use loops and ISubAgentExecutor for isolated sub-agent sessions.

Audio transcription parser for FieldCure.DocumentParsers. Converts MP3, WAV, M4A, OGG, FLAC, and WebM audio into timestamped Markdown transcripts via Whisper.net.

Korean public data MCP server — discover, describe, and call data.go.kr APIs with automatic serviceKey injection, XML-to-JSON conversion, and error mapping.

Run .NET tools from NuGet without the .NET SDK — a dnx-compatible bridge for runtime-only environments (MS Store apps, MSIX, containers, CI bootstrappers). Tracking https://github.com/dotnet/sdk/issues/49796... More information

PDF text extraction and page image rendering for FieldCure.DocumentParsers

fcdnx — Run .NET tools from NuGet without the .NET SDK. A dnx-compatible CLI bridge for runtime-only environments. Tracking https://github.com/dotnet/sdk/issues/49796 for the eventual official solution.

Tesseract OCR fallback for scanned PDFs on Windows. Plugs into FieldCure.DocumentParsers as an IDocumentParser for .pdf that renders pages with PDFium and recognizes text with Tesseract when PdfPig... More information

PDF page image rendering for FieldCure.DocumentParsers via PDFtoImage (PDFium). Adds IMediaDocumentParser capability to the core PDF parser.

Tesseract OCR fallback for scanned PDFs in FieldCure.DocumentParsers.Pdf

Platform-agnostic Anthropic SDK adapter for AssistStudio. Maps Anthropic streaming events to StreamEvent and converts ChatMessage to MessageParam.

WinUI 3 ChatPanel integration for the Anthropic SDK. Provides extension methods to stream Anthropic responses into ChatPanel.