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docs: review PRs #98/#99 — add ContextStream, decline Taskade Genesis
Manually incorporate ContextStream (en/zh/ja, Unverified) from PR #98. Decline PR #99 under the parallel-submission rule. Not a full catalogue refresh.
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‎CHANGELOG.md‎

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All notable changes to **Awesome AI Agents 2026** are recorded here.
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Format: `YYYY-MM-DD +Added -Removed ~Changed`.
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### 2026-09-13 — PR review: ContextStream incorporated, Taskade Genesis declined (en/zh/ja)
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Reviewed the two open inbound PRs against CONTRIBUTING (quality gate + five-or-more-list parallel-submission rule). Catalogue count after this pass is **917 / 917 / 917** list entries (was 916). Footer date on the English README is 2026-09-13; this is a PR-review commit, not a full 25-category refresh.
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**PR review decisions:**
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| PR | Contributor | Disposition and reason |
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|---|---|---|
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| [#98](https://github.com/Zijian-Ni/awesome-ai-agents-2026/pull/98) | @escott- | ContextStream is a real hosted MCP + MIT [`contextstream/mcp-server`](https://github.com/contextstream/mcp-server) (43 stars at review; site HTTP 200; MCP endpoint HTTP 405 on GET). Spam Guard CI failed because GitHub Search cannot query `author:escott-` (hyphenated login), not because of a blast campaign. Manually incorporated in en/zh/ja under Agent Memory with `⚠️ Unverified` (stars below 100, independent production adoption not established). Dropped the marketing slogan from the PR body. Closed as manually incorporated, with credit. |
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| [#99](https://github.com/Zijian-Ni/awesome-ai-agents-2026/pull/99) | @johnxie | Taskade Genesis at https://www.taskade.com/create is a real product (HTTP 200). Declined under the five-or-more-list parallel-submission rule: Spam Guard reported 26 awesome-* PRs / 51 PRs in 14 days and an identical title across 50 repos. Other-list merges do not waive the rule. |
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**+Added:**
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- **ContextStream** (Agent Memory) — hosted MCP shared project context for Cursor / Claude Code / Codex; MIT server; Unverified.
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### 2026-09-08 — source-backed catalogue, translation and maintenance refresh (en/zh/ja)
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Maintained by **Zijian Ni**. The three catalogues now contain **916 / 916 / 916

‎README.ja.md‎

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- [Motorhead](https://github.com/getmetal/motorhead) - 💤 **メンテナンス終了**(メンテナが非推奨化;最終リリース 2023-12)。LLM 用メモリ・文脈管理サーバー。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fgetmetal%2Fmotorhead&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [ChromaDB](https://github.com/chroma-core/chroma) - AI ネイティブのオープンソース埋め込みデータベース。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fchroma-core%2Fchroma&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [Cognee](https://github.com/topoteretes/cognee) - 文書取り込み、グラフ、ベクトル検索を組み合わせるナレッジ・メモリエンジン。Apache-2.0。
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- [ContextStream](https://contextstream.io) - 🆕 ⚠️ **Unverified**(レビュー時点 43 GitHub stars;第三者の本番採用は未確認)。ホスト型 MCP(`https://mcp.contextstream.io/mcp`)で Cursor、Claude Code、Codex などのクライアントに共有プロジェクトコンテキストを提供;MIT サーバーは [contextstream/mcp-server](https://github.com/contextstream/mcp-server)。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fcontextstream%2Fmcp-server&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [LangGraph Memory](https://github.com/langchain-ai/langgraph) - 状態管理エージェントワークフロー用の組み込み永続化とチェックポイント。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Flangchain-ai%2Flanggraph&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [Claude Managed Agents Memory](https://platform.claude.com/docs/en/release-notes/overview) - **2026-04-23**(パブリックベータ)。Claude Managed Agents 用 Anthropic 永続メモリ機能。読み書きメモリストアをエージェントのファイルシステムにマウントしてセッション間で情報を保持。
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- [OpenViking](https://github.com/volcengine/OpenViking) - ファイルシステム型アクセスでメモリ、リソース、スキルを整理するエージェントコンテキストデータベース。AGPL-3.0; [v0.4.19](https://github.com/volcengine/OpenViking/releases/tag/v0.4.19) (2026-09-08). ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fvolcengine%2FOpenViking&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)

‎README.md‎

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- [Motorhead](https://github.com/getmetal/motorhead) - 💤 **Unmaintained** (deprecated by maintainers; last release 2023-12). Memory and context management server for LLMs. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fgetmetal%2Fmotorhead&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [ChromaDB](https://github.com/chroma-core/chroma) - AI-native open-source embedding database for memory-augmented agents. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fchroma-core%2Fchroma&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [Cognee](https://github.com/topoteretes/cognee) - Knowledge and memory engine combining document ingestion, graphs, and vector retrieval; Apache-2.0. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Ftopoteretes%2Fcognee&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [ContextStream](https://contextstream.io) - 🆕 ⚠️ **Unverified** (43 GitHub stars at review; independent production adoption not established). Hosted MCP (`https://mcp.contextstream.io/mcp`) that shares project context across Cursor, Claude Code, Codex and similar clients; MIT server at [contextstream/mcp-server](https://github.com/contextstream/mcp-server). ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fcontextstream%2Fmcp-server&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [LangGraph Memory](https://github.com/langchain-ai/langgraph) - Built-in persistence and checkpointing for stateful agent workflows. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Flangchain-ai%2Flanggraph&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [Claude Managed Agents Memory](https://platform.claude.com/docs/en/release-notes/overview) - **April 23, 2026** (public beta). Anthropic's persistent memory feature for Claude Managed Agents. Agents retain information across sessions by mounting read/write memory stores to a filesystem. Enables long-running agents to learn and adapt without resetting context.
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- [OpenViking](https://github.com/volcengine/OpenViking) - Agent context database organizing memory, resources, and skills through filesystem-style access; AGPL-3.0; [v0.4.19](https://github.com/volcengine/OpenViking/releases/tag/v0.4.19) (2026-09-08). ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fvolcengine%2FOpenViking&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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Made with ❤️ by [Zijian Ni](https://github.com/Zijian-Ni)
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*Last updated: September 8, 2026*
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*Last updated: September 13, 2026*
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</div>

‎README.zh-CN.md‎

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- [Motorhead](https://github.com/getmetal/motorhead) - 💤 **不再维护**(维护者已标记弃用;最后版本 2023-12)。LLM 的记忆 + 上下文管理服务。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fgetmetal%2Fmotorhead&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [ChromaDB](https://github.com/chroma-core/chroma) - AI 原生开源向量数据库。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fchroma-core%2Fchroma&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [Cognee](https://github.com/topoteretes/cognee) - 结合文档摄取、图谱和向量检索的知识与记忆引擎;Apache-2.0。
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- [ContextStream](https://contextstream.io) - 🆕 ⚠️ **未验证**(审核时 43 GitHub stars;尚未确认独立生产采用)。通过托管 MCP(`https://mcp.contextstream.io/mcp`)为 Cursor、Claude Code、Codex 等客户端提供共享项目上下文;MIT 服务端见 [contextstream/mcp-server](https://github.com/contextstream/mcp-server)。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fcontextstream%2Fmcp-server&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [LangGraph Memory](https://github.com/langchain-ai/langgraph) - LangGraph 内置的持久化与 checkpoint。![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Flangchain-ai%2Flanggraph&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
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- [Claude Managed Agents Memory](https://platform.claude.com/docs/en/release-notes/overview) - **2026-04-23** 公测。把读写记忆挂载到 Agent 文件系统,实现跨会话学习。
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- [OpenViking](https://github.com/volcengine/OpenViking) - 通过文件系统式访问组织记忆、资源和技能的智能体上下文数据库;AGPL-3.0; [v0.4.19](https://github.com/volcengine/OpenViking/releases/tag/v0.4.19) (2026-09-08).

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