melra

Open-source local MCP runtime that checks AI-agent tool calls, gates risky actions on approval, verifies results, and avoids blind retries after timeouts

A new way for AI to search for data
View on GitHub
13GitHub stars
411commits on main
6forks

TypeScript 92.1%, Python 4.8%, JavaScript 3.1%, Dockerfile 0% · created 2026-07-28 · last push 2026-10-31

What XERJ indexed

Snapshot

Whole repository

The whole repository at commit ab59ffa134. It is the newest commit on main.

Selected work

Bhavana Sanal
@bhavana-sanal

“order, decisions and recovery stay straight”. 3 files, 418 lines in packages/runtime-core.

Licence

The repository

AGPL-3.0

LICENSE file checked at the pinned commit; the author agreed to inclusion.

The XERJ corpus

Approach only

The author agreed by email on 2026-10-18. Agents read it for how it works, not to copy it. Answers name the repo, the commit and the file:line.

selected for the XERJ Corpus Hublicence clearedsuggested use: approach only

agent-runtimeagent-safetyai-agentsmcpmcp-servermodel-context-protocolopen-sourceverification

Example questions

Inside the indexed corpus

Licence on GitHub and in the corpus

GitHub reported AGPL-3.0 for XAGI-Lab/melra on 2026-10-31, and the LICENSE file at commit ab59ffa134 was reviewed as AGPL-3.0. They match, so answers from this corpus carry the same terms as the live repository.

Contributors

Bhavana Sanal (@bhavana-sanal) has 1 selected repository on the hub.

Using XERJ with melra

The prompt

Paste it into your AI agent. It clones XAGI-Lab/melra at the pinned commit and indexes it on your machine.

Search the GitHub repository XAGI-Lab/melra with XERJ (https://hub.xerj.org/corpus/xagi-lab--melra).
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/XAGI-Lab/melra melra && git -C melra checkout ab59ffa134decd9613a378c7bd8a0e8d495c7e89
3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data
4. xerj autoindex ./melra --url http://127.0.0.1:9200 --prefix melra --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: AGPL-3.0. Read it for the approach only, do not copy code.

Related

Stats: GitHub API, fetched 2026-10-31. Selected work and consent: the XERJ registry.