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MCP server · RAG

FlexOrch

· github.com/flexorch/flexorch-mcp

Classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.

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InstallView source
37Low

Scored 3 months ago · breakdown

About FlexOrch

FlexOrch is an MCP server in the RAG category: classify documents, extract structured fields, mask PII, export JSONL/RAG datasets for AI agents.

Install

uvx
uvx flexorch-mcp
pip
pip install flexorch-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (9)

dataset.buildBuild a structured dataset from a completed execution

Parameters not published.

dataset.chunksRetrieve paginated RAG-ready text chunks from an indexed dataset (Pro+)

Parameters not published.

dataset.exportExport a dataset as JSONL, CSV, JSON, XML, MD, or RAG (LangChain/LlamaIndex chunks)

Parameters not published.

dataset.indexTrigger semantic vector indexing for a dataset (Pro+)

Parameters not published.

dataset.searchSemantic search across indexed datasets (Pro+)

Parameters not published.

document.processUpload and process a document (PDF, DOCX, TXT, XLSX, HTML, XML, EML, JPG, PNG, TIFF)

Parameters not published.

document.reprocessRe-queue an already-uploaded document through the pipeline

Parameters not published.

job.resultGet structured extracted fields from a completed job

Parameters not published.

job.statusPoll a processing job until completed or failed

Parameters not published.

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Questions

About FlexOrch

How do I install FlexOrch?

Run uvx flexorch-mcp, then add the server to your MCP client's configuration.

Is FlexOrch safe to use with an AI agent?

Its trust score is 37 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is FlexOrch still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.