deepset-ai/haystackOpen-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★ 26.1K2026年8月5日
Java · TypeScript★ 10.7K2026年8月28日
Python★ 3,6562026年8月28日
topoteretes/cogneeCognee 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★ 29.8K2026年8月5日
PyPI · npm · crates.io96卓越健康指数
Canner/WrenAIGenBI (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★ 16.8K↓ 863/月2026年8月5日
npm · crates.io · PyPI94卓越健康指数
headroomlabs-ai/headroomCompress 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★ 64.8K↓ 115.9K/月2026年8月4日
infiniflow/ragflowRAGFlow 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★ 86.8K↓ 15.6K/月2026年8月4日
JavaScript · TypeScript★ 8,818↓ 43.6K/月2026年8月28日
Python★ 6,456↓ 1,336/月2026年8月5日
laminlabs/lamindbOpen-source data management for multimodal AI. Query, trace, and govern data with a lineage-native lakehouse for files, tables, arrays, ontologies, and notes. Model biological data via bio-formats & registries by the creators of Scanpy. 🍊YC S22
Python★ 280↓ 56K/月2026年8月3日
yvgude/lean-ctxControl what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.
Rust★ 3,631↓ 3,190/月2026年8月22日
liaohch3/claude-tapIntercept 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★ 2,522↓ 59K/月2026年7月18日
Python · TypeScript★ 319↓ 12.6K/月2026年8月22日
TypeScript★ 265↓ 2,755/月2026年7月21日
Wolfe-Jam/faf-cliThe 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★ 31↓ 6,713/月2026年7月27日
sageox/oxThe hivemind for AI coding agents — persistent team context recorded once and recalled across agents, machines, and teammates.
Go★ 422026年7月28日
timescale/tiger-cliTiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.
Go★ 1152026年7月21日
OthmanAdi/planning-with-filesPersistent 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. Claude Code, Codex, Cursor, Kiro, OpenCode and 60+ agents via the Agent Skills standard.
Shell · Python · PowerShell★ 26K2026年8月5日
maxritter/pilot-shellProfessional context and harness engineering for Claude Code and OpenAI Codex. Build production-grade software with spec-driven development, TDD, persistent memory, quality gates, code intelligence, human oversight, and end-to-end verification.
JavaScript · Python★ 2,0662026年9月6日
openbkn-ai/bkn-foundryBKN Foundry is the back-end foundation of OpenBKN. It transforms ontology-driven business semantics into runtime services: data, logic, actions, security governance, and observability.
Go · Python★ 1842026年8月13日
TypeScript★ 1,792↓ 4,332/月2026年7月19日
diillson/chatcliChatCLI 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★ 882026年8月22日
Go★ 42026年8月28日
TypeScript★ 73↓ 3,418/月2026年7月22日
PyPI · npm · crates.io80优秀健康指数
juyterman1000/entrolyAuditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.
Python · Rust★ 428↓ 14.6K/月2026年7月21日
nikolay-e/diffctxSmart git diff context for LLMs and AI agents — selects the minimal code fragments needed to understand a change, under a token budget. Deterministic, local, MCP server included. Also exports a full codebase to YAML/JSON/MD.
Rust · Python★ 22026年8月16日
TypeScript · Go★ 15↓ 7,904/月2026年7月30日
crates.io · Go · npm +178良好健康指数
Rust · Python★ 56↓ 127/月2026年7月17日
IgorGanapolsky/ThumbGateThumbGate Pre-Action Checks derive rules from repeated failures, flag risky tool calls, hard-block detected secret leaks, and block matches in strict mode.
JavaScript · HTML★ 24↓ 4,611/月2026年7月19日
TypeScript★ 413↓ 31.1K/月2026年9月5日