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#context-engineering

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

100 records
Tagged “context-engineering”Ranked by health index
PyPI · npm
100Exceptionalhealth index
deepset-ai/haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
Python★ 26.5KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm
98Exceptionalhealth index
topoteretes/cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Python · TypeScript★ 30.7K↓ 126.6K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
Maven
97Exceptionalhealth index
alibaba/spring-ai-alibaba
Agentic AI Framework for Java Developers
Java · TypeScript★ 10.7KAug 28, 2026
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI · crates.io · npm
96Exceptionalhealth index
Canner/WrenAI
GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.
Python · Rust★ 17.7K↓ 1,198/moSep 16, 2026
Custom licenseSep 16, 2026 · metrics 2.10.0
npm
96Exceptionalhealth index
Fission-AI/OpenSpec
Spec-driven development (SDD) for AI coding assistants.
TypeScript★ 69.5K↓ 1.8M/moSep 19, 2026
MITSep 19, 2026 · metrics 2.10.0
PyPI · npm
96Exceptionalhealth index
microsoft/apm
Agent Package Manager
Python★ 4,095Oct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
npm · crates.io · PyPI
95Exceptionalhealth index
headroomlabs-ai/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Python · Rust★ 72.4KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · Go · npm
95Exceptionalhealth index
infiniflow/ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Go · Python · TypeScript★ 90.8KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm
95Exceptionalhealth index
plastic-labs/honcho
Memory library for building stateful agents
Python★ 7,208↓ 2,744/moSep 17, 2026
AGPL-3.0Sep 17, 2026 · metrics 2.10.0
npm · PyPI
94Exceptionalhealth index
bmad-code-org/BMAD-METHOD
Breakthrough Method for Agile Ai Driven Development
Python · HTML · JavaScript★ 53.2KSep 18, 2026
Custom licenseSep 18, 2026 · metrics 2.10.0
npm
94Exceptionalhealth index
open-gsd/gsd-core
Git. Ship. Done - Core
JavaScript · TypeScript★ 8,818↓ 43.6K/moAug 28, 2026
MITAug 28, 2026 · metrics 2.10.0
PyPI
92Excellenthealth index
laminlabs/lamindb
Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. 🍊YC S22
Python★ 364↓ 30.7K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
crates.io · npm
92Excellenthealth index
yvgude/lean-ctx
LeanCTX is the Context Gateway for AI Systems. Select task-relevant context, apply supported controls, connect local knowledge and inspect recorded evidence. Open-source Engine: CLI, MCP, hooks and supported proxy paths.
Rust★ 3,893↓ 917/moOct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
PyPI · npm
91Excellenthealth index
Mirascope/mirascope
The LLM Anti-Framework
Python · MDX · TypeScript★ 1,533↓ 21.4K/moOct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
PyPI
90Excellenthealth index
liaohch3/claude-tap
Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi/Kimi Code, Pi, and Hermes in a local trace viewer.
Python · JavaScript★ 3,189↓ 59K/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
Go
89Excellenthealth index
diillson/chatcli
ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, OpenAI, and others—to facilitate interactive conversations within the terminal. At its core, it features a specialized agent and tools that provide unique expertise.
Go★ 93Oct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
Go · npm · PyPI
89Excellenthealth index
openbkn-ai/bkn-foundry
BKN Foundry is the Ontology back-end foundation of OpenBKN. It transforms ontology-driven business semantics into runtime services: data, logic, actions, security governance, and observability.
Go · Python★ 481Sep 18, 2026
Custom licenseSep 18, 2026 · metrics 2.10.0
PyPI
89Excellenthealth index
trustgraph-ai/trustgraph
The context orchestration layer powered by hypergraphs. Build a unified semantic context layer where agentic outcomes are deterministic and agent behavior is not just traceable, but cryptographically verifiable.
Python★ 2,689↓ 20.2K/moSep 8, 2026
Apache-2.0Sep 8, 2026 · metrics 2.10.0
npm
88Excellenthealth index
OthmanAdi/planning-with-files
Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Install from npm, the Claude Code plugin marketplace, or npx skills. Codex, Cursor, OpenCode, 60+ agents.
Shell · Python · PowerShell★ 26.9KSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI · npm
88Excellenthealth index
bubbuild/bub
Bub it. Build it. A tiny agent runtime, composable with plugins.
Python · MDX★ 1,684↓ 23.1K/moOct 11, 2026
Apache-2.0Oct 11, 2026 · metrics 2.10.0
npm
87Excellenthealth index
jumbocontext/cli
Memory and Context Orchestration for Coding Agents
TypeScript★ 270↓ 1,412/moSep 12, 2026
AGPL-3.0Sep 12, 2026 · metrics 2.10.0
Go · npm
87Excellenthealth index
sageox/ox
The hivemind for AI coding agents — persistent team context recorded once and recalled across agents, machines, and teammates.
Go★ 55Sep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
PyPI · npm · crates.io
86Excellenthealth index
juyterman1000/entroly
Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.
Python · Rust★ 443↓ 9,156/moSep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
Go
86Excellenthealth index
timescale/tiger-cli
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.
Go★ 117Sep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
PyPI · npm
84Excellenthealth index
Fergana-Labs/stash
Open-source infrastructure for agents that learn from experience. Capture production traces and turn lessons into reusable knowledge and skills.
Python · TypeScript★ 339↓ 1,653/moOct 20, 2026
MITOct 20, 2026 · metrics 2.10.0
npm
84Excellenthealth index
IgorGanapolsky/ThumbGate
ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.
JavaScript · HTML★ 26↓ 2,369/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
Go
84Excellenthealth index
Obedience-Corp/fest
Auto-pilot for agents
Go★ 8Oct 20, 2026
Apache-2.0Oct 20, 2026 · metrics 2.10.0
PyPI
84Excellenthealth index
VectifyAI/PageIndex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
Python★ 39.1K↓ 118K/moOct 12, 2026
MITOct 12, 2026 · metrics 2.10.0
npm
84Excellenthealth index
Wolfe-Jam/faf-cli
The context every AI coding agent reads — authors AGENTS.md, CLAUDE.md, GEMINI.md & .cursorrules from your repo's real stack. IANA-registered .faf format.
TypeScript★ 39↓ 12.9K/moSep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
npm · crates.io
84Excellenthealth index
cortexkit/magic-context
Unbounded context. Memory that manages itself. One session, for life. The hippocampus for coding agents, part of CortexKit.
TypeScript · Rust★ 2,074↓ 34.3K/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0