andyliszewski/grounding-ai
by Various
Local-first document corpus pipeline for grounded AI agents
MCP
andyliszewski/grounding-ai
Added 3 Sept 2026
Overview
Local-first document corpus pipeline for grounding AI agents. It is a Python package that turns input documents into a reference corpus. The pipeline prioritizes keeping data on the local machine.
Best for
Best for
Developers building Python-based grounded AI agents that need a local-first document pipeline
Use cases
- Indexing company documentation for an AI assistant
- Preparing a personal corpus for retrieval-augmented generation
- Creating an on-device reference repository for agent workflows
How to use
Install
pip install grounding-aiTools exposed
CORPUS_DIREMBEDDINGS_DIRAGENTS_DIR
Clients listed in this record (not verified here)
Claude Code, Cursor, ChatGPT
Notes
1 stars on GitHub. Last updated 2026-06-05. Licensed MIT.
Pros
- Local-first design helps keep private documents under your control
- Python implementation fits well into existing agent tooling
- Narrow focus on corpus construction keeps the codebase simple
Cons
- Only 1 star on GitHub indicates very limited community adoption
- Vendor is listed as Various so clear support and maintenance are unclear
- Description covers the corpus only, with no details on retrieval or agent integration
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
firecrawl/firecrawl-mcp-server
Various
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
microsoft/markitdown
Various
Python tool for converting files and office documents to Markdown.
Ollama
Ollama
Run supported language models on your computer, with additional cloud options.
Qdrant
Community
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Crewai
Community
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
OpenDevin
Community
🙌 OpenHands: AI-Driven Development
AutoGen
Various
A programming framework for agentic AI
Get the free Developer’s Field Guide
A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.
Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.