Soukyu

Corpus Hub contributor since 2026-10-22

Soukyu's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.

1corpus

1selected commit

10files

1,580lines

★ 2,043GitHub stars on repo

Totals across every corpus @ducanhnguyen223 appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.

What an agent can do with the mcp-memory-service corpus

doobidoo/mcp-memory-service: Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous…

Look up how mcp-memory-service implements mcp, memory, semantic-search, with answers cited to file and line.
Reuse a worked example: the commit “propagate Cloudflare tombstones during hybrid sync” (10 files · Python).
Answer from mcp-memory-service's real Python source instead of memory (AI, prompts and agents).

Example questions

Where does mcp-memory-service handle “propagate Cloudflare tombstones during hybrid sync”?
How does mcp-memory-service implement mcp?
What does tests do in mcp-memory-service?

Paste it into your AI agent. It clones the repo at the pinned commit and indexes it on your machine.

Search the GitHub repository doobidoo/mcp-memory-service with XERJ (https://hub.xerj.org/corpus/doobidoo--mcp-memory-service).
Run these in a shell, in order, and check each result before the next:
1. xerj --help  (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh
2. git clone https://github.com/doobidoo/mcp-memory-service mcp-memory-service && git -C mcp-memory-service checkout ca46032e5844c49310e20f8fb89dc13d8b22026f
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./mcp-memory-service --url http://127.0.0.1:9200 --prefix mcp-memory-service --progress plain
5. xerj autoindex map --url http://127.0.0.1:9200
Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt
Licence: Apache-2.0. Keep the copyright notice and credit the authors.

corpus doobidoo--mcp-memory-service · AI, prompts and agents
Related corpora: weaviate, fastmcp, jushayden/claude-code-memory-cache, code4161/memgit
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 2,043

doobidoo/mcp-memory-service

ca46032e58 fix: propagate Cloudflare tombstones during hybrid sync (#1534)

selected commit: 10 files · 1,580 lines · Python · tests, src/mcp_memory_service

The corpus is the whole repository at the pinned commit, not only the files of the selected commit.

selected · in licence reviewcorpus doobidoo--mcp-memory-serviceAIApache-2.0mcpmemorysemantic-searchvector-databaseclaudevector-storage agreed 2026-10-22

Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.

[![XERJ Corpus Hub contributor](https://hub.xerj.org/contributors/ducanhnguyen223/badge.svg)](https://hub.xerj.org/contributors/ducanhnguyen223)

Included with the author's permission (email, 2026-10-22), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.