Context Python Packages

openmetadata-ingestion

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

topk-sdk

High-quality search for AI-native applications.

openmetadata-managed-apis

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

sanic-plugins-framework

Easily create Plugins for Sanic!

contextlake

A local context layer for AI tools: mirror your repositories, index them into a knowledge graph, and serve it over MCP so agents answer from real source instead of guessing.

ratel-ai

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

kubernetes-mcp-server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

aisquare-cli

Portable memory layer for coding agents — persistent user & project context across sessions, installed into Claude Code.

promptise

The foundation layer for agentic intelligence.

elephant-agent

Personal-Model First Self Evolving AI Agent 🐘

ai-context-core

Advanced static analysis engine for AI-driven development context management, project quality auditing, and specialized QGIS compliance.

jev-select

Useful evidence for your AI, within a token budget. A fast, source-linked context selector for files, records, and agents.

powermem

Not only memory but a full story.

cozempic

Context cleaning for Claude Code — prune bloated sessions, protect Agent Teams from context loss, auto-guard with tiered pruning

context-async-sqlalchemy

A convenient way to configure and work with an async SQLAlchemy session through context in asynchronous applications

powercontext

Not only memory but a full story.

protoprompt

Layered context builder for LLM prompts: RAG over documents, compressed session memory, and a user profile, with a pluggable vector store and a hard token budget.

memgit

Git for AI memory — version-controlled context persistence across Claude, GPT, Gemini, Cursor, Windsurf, and more

kantrip

A CLI for managing and switching between kafka profiles

memvid-sdk

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

ratel-ai-telemetry

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

contextfs

Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works with Claude Code, Claude Desktop, Gemini CLI, and any MCP client.

alloc-context

Portfolio crypto context MCP for agents — holdings, market, optional drift.

driftdb

Metrics Observability & Troubleshooting