280 dependents
| Package | Description | Downloads/month |
|---|---|---|
| MCP server for retrieving context from a Qdrant vector database | 2.9M | |
| CUGA is an open-source generalist agent harness for the enterprise, supporting c... | 450K | |
| NeMo Guardrails is an open-source toolkit for easily adding programmable guardra... | 260K | |
| AI conversations that actually remember. Never re-explain your project to your A... | 44K | |
| Anteroom - your gateway to AI conversation | 32K | |
| Additional packages (components, document stores and the likes) to extend the ca... | 17K | |
| The context development platform. Store, enrich, and retrieve structured knowled... | 17K | |
| Self-hosted multi-user LLM memory service for Raspberry Pi 5. MCP-compatible. | 15K | |
| Nextcloud MCP Server | 15K | |
| Local document memory with instant semantic search. Drop any file. Ask anything.... | 12K | |
| Symbol-level code indexer MCP server — token-efficient AI editing with confirm-b... | 10K | |
| Self-hosted AI personal assistant with multi-channel chat, smart memory, and ext... | 10K | |
| Sema is a content-addressed vocabulary for AI agents. Precise thinking, reliable... | 9K | |
| In-memory vector store with FastEmbed integration for Python applications. | 8K | |
| A cognitive harness for personal AI. Local-first. Memory is the nervous system, ... | 8K | |
| Graph-powered code intelligence engine — indexes codebases into a knowledge grap... | 8K | |
| Long-term memory MCP server for LLMs — hybrid search in a single SQLite file | 7K | |
| Claude re-reads your code every session. Make it stop. Save 70%+ on tokens. Loca... | 6K | |
| Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, ... | 6K | |
| A modular data preparation CLI for ingestion, profiling, classification, preproc... | 6K | |
| Ormah | 5K | |
| Claude Context Engine | 5K | |
| A self-improving code reasoning engine with persistent semantic memory | 5K | |
| Local semantic search over your browser bookmarks — on-device embeddings, no clo... | 4K | |
| Self-hosted long-term memory for AI agents via MCP. One vault across Claude Code... | 4K | |
| MCP + REST server exposing fast search over Linux kernel mailing list archives (... | 4K | |
| Python SDK for AgentBay — persistent memory for AI agents. 3 lines to give your ... | 4K | |
| Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias res... | 3K | |
| Global orchestrator package for development workflows | 3K | |
| FastMCP2 server for Google Drive uploads with Qdrant-powered semantic search | 3K | |
| Project-agnostic dual-memory MCP CLI for Claude Code, Cursor, and OpenCode (Qdra... | 3K | |
| SeekLink — hybrid semantic search for markdown vaults. Four-channel RRF fusion, ... | 3K | |
| 🧠 Semantica - An Open Source Framework for building Semantic Layers and Knowledg... | 3K | |
| Agent memory interface implemented using LadybugDB | 3K | |
| Basic security utils for prompt injection discovery in python-based skills and M... | 3K | |
| MCP server for retrieving context from a Qdrant vector database | 3K | |
| Context Intelligence for AI Coding Agents — smart, token-budgeted code context | 3K | |
| Opensource Memory for Agents | 3K | |
| Wisdom over Memory. A pluggable cognitive framework that gives AI agents the abi... | 3K | |
| 3K | ||
| The ultimate memory system library for AI agents. | 3K | |
| MCP server: semantic code search with SQLite + local free embeddings | 3K | |
| "Language-Augmented Relational SQL" The AI is the operator inside SQL. | 3K | |
| Universal AI Memory Layer - Cross-client, cross-repo context management with RAG... | 3K | |
| llama-index sparse embeddings fastembed integration | 3K | |
| Code intelligence MCP server for token-efficient code retrieval, analysis, and r... | 3K | |
| Semantic code search for AI agents — 166+ languages, hybrid search, works offlin... | 3K | |
| A model-agnostic AI agent CLI - your AI henchman for the terminal | 3K | |
| A comprehensive desktop application for visualizing, querying, and managing vect... | 3K | |
| Lightweight MCP server for semantic file caching with 80%+ token reduction | 3K |
