KD

Corpus Hub contributor since 2026-10-11

KD'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

6files

210lines

★ 10GitHub stars on repo

Totals across every corpus @krishyaid-coder 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 pii-mcp corpus

foro-sh/pii-mcp: Redact PII from MCP tool results before they reach the LLM. One-line FastMCP middleware, Python + TypeScript, Rust core

Look up how pii-mcp implements fastmcp, gdpr, mcp, with answers cited to file and line.
Reuse a worked example: the commit “match street addresses with a comma before the house number” (6 files · Rust, Python).
Answer from pii-mcp's real Rust source instead of memory (AI, prompts and agents).

Example questions

Where does pii-mcp handle “match street addresses with a comma before the house number”?
How does pii-mcp implement fastmcp?
What does crates/pii-core do in pii-mcp?

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

Search the GitHub repository foro-sh/pii-mcp with XERJ (https://hub.xerj.org/corpus/foro-sh--pii-mcp).
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/foro-sh/pii-mcp pii-mcp && git -C pii-mcp checkout c9cef47acfbf6e8509d0a0d8bef916480ee5b024
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./pii-mcp --url http://127.0.0.1:9200 --prefix pii-mcp --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: MIT. Keep the copyright notice and credit the authors.

corpus foro-sh--pii-mcp · AI, prompts and agents
Related corpora: gdpr-commonaccord, fastmcp, bastyn-labs/bastyn-scan, SonawaneMayur/agentscan
AI search and retrieval with XERJ · Case study: reference coding for agents

Selected work

GitHub ★ 10

foro-sh/pii-mcp

c9cef47acf feat: match street addresses with a comma before the house number

selected commit: 6 files · 210 lines · Rust, Python · crates/pii-core, typescript, tests

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

selected · in licence reviewcorpus foro-sh--pii-mcpAIMITfastmcpgdprmcppiiprivacyredaction agreed 2026-10-11

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/krishyaid-coder/badge.svg)](https://hub.xerj.org/contributors/krishyaid-coder)

Included with the author's permission (email, 2026-10-11), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.