Initialize a local knowledge base in a directory, creating the .lilbee/ folder with documents/, data/, and .gitignore. Automatically switches the session to use this knowledge base for subsequent tool calls.
Elastic 2.0
227,631 tools. Last updated 2026-06-23 12:14
"A tool for overviewing, summarizing, and editing local documents" matching MCP tools:
- Retrieve local project context: git state, language, package manager, and file tree. Use this before editing a project.MIT
- Create a named local vector index for retrieval-augmented generation. Documents added are embedded via Ollama for local RAG without cloud dependencies.
- Add documents from a local file to the knowledge base for semantic search and retrieval in RAG systems.
- Generate project source files in memory for agent inspection. Review planned source, docs, migrations, and config before local project creation.MIT
- Prepare and preview a meta-review summarizing reviews and providing a recommendation for conference paper submissions.MIT
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- Analyzes documents to automatically create JSON schemas for structured data extraction, enabling consistent field definitions across similar documents.MIT
- Scans a local directory for table-like files (CSV, Parquet) and optionally includes subdirectories.MIT
- Lock a memory to protect it from deletion and editing. Ownership verification available via agent ID.MIT
- Add documents to a collection by providing a URL for download, processing them for text extraction, and indexing them for semantic search.MIT
- Retrieve statistical metrics about a collection's documents, processing status, storage usage, and index health to monitor readiness and verify completion.MIT
- Retrieve a simplified list of documents and document groups by status, sort order, folder, or expiration filter.MIT
- Assess modification risk for files by analyzing dependents, impact surface, churn, ownership, co-change partners, and test gaps using code graph and git history. Run before editing hotspot or shared files.GPL 3.0
- Create a new document collection to organize related documents and enable semantic search across their contents. Returns a collection ID for managing documents.MIT
- Search for documents by content and metadata criteria. Use content-based retrieval and property filters to narrow results.Apache 2.0
- Unlock a memory to allow deletion and editing. Ownership is enforced when an agent ID is provided.MIT
- Search for documents by content and metadata criteria, narrowing results with filter conditions. Returns only released versions of matching documents.Apache 2.0
- Search for documents by name using keywords and optional class filter. Returns matching documents with confidence scores to help select the correct one.Apache 2.0
- Create a searchable knowledge tool for retrieving documents. Integrates selected knowledge folders into a custom tool for RAG-based document search.MIT
- Retrieve a list of all uploaded and processed documents for a specified volume. Use this to view documents stored in a shared memory volume.MIT