FlexOrch MCP server

by dev-flexorch·io.github.dev-flexorch/flexorch-mcp·v0.1.2·1 stars

No reviews yet

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

B77/100grade B

Write a review Install

What users say

No reviews yet

Be the first

Safety scan

B77/100

full report

Adoption

Growing

1 stars180 downloads/wk

Reviews

Write one

Nobody has reviewed FlexOrch yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

FlexOrch tools (6, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

build_dataset
Package extracted records into a dataset for export (Step 4).
export_dataset
Download all records from a built dataset as text (Step 5 — final step).
get_extraction_result
Read structured fields extracted from a completed document (Step 3).
get_job_status
Poll a job until it finishes — call this after process_document or build_dataset (Step 2).
process_documentwrite action
Submit a document for processing — this is always the first step (Step 1 of 5).
search_documents
Search across all indexed FlexOrch datasets by keyword or meaning.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings

Code scan13 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitystatic API keys via environment variables6/15
Maintenancelast push 6 days ago15/15
Maintainer identitynamespace and repository owner differ4/10

Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How FlexOrch compares

Against every graded Scraping and browsing MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 77/100; higher than 50% of 866 Scraping and browsing servers
Tools: 6; the typical Scraping and browsing server has 6
Tools that change things: 17%; typical: 0%. Fewer write tools means less an agent can break
GitHub stars: 1; more than 50% of 583 Scraping and browsing servers
Downloads a week: 180; more than 68% of 309 Scraping and browsing servers with a package

What its tools let an agent do: 5 read · 1 change

Install FlexOrch in Claude Code, Cursor or VS Code

claude mcp add flexorch-mcp -- uvx flexorch-mcp

Add to Cursor

What the publisher says

From the FlexOrch repository's README, as published. We do not edit it. Read it on GitHub

flexorch-mcp

MCP server for FlexOrch — SDK for machines.

Connect Claude and other MCP-compatible agents to the FlexOrch document intelligence pipeline. Process documents, extract structured data, detect PII, and export LLM-ready datasets — all through natural language tool calls.

What this is

flexorch-mcp is a thin proxy that exposes the FlexOrch API as MCP tools. All processing happens on FlexOrch's managed infrastructure. A FlexOrch account and API key are required.

For humans writing code: use flexorch-sdk (Python) or flexorch-sdk-js (TypeScript). For agents: use this package.

Tools

Installation

pip install flexorch-mcp

Requires Python 3.10+.

Configuration

Claude Desktop

Add to your Claude Desktop config file (create it if it doesn't exist):

macOS: ~/Library/Application Support/Claude/claudedesktopconfig.json
Windows: %APPDATA%\Claude\claudedesktopconfig.json

{
  "mcpServers": {
    "flexorch": {
      "command": "flexorch-mcp",
      "env": {
        "FLEXORCH_API_KEY": "dfx_your_key_here"
      }
    }
  }
}

Cursor

Add to your Cursor MCP config:

{
  "flexorch": {
    "command": "flexorch-mcp",
    "env": {
      "FLEXORCH_API_KEY": "dfx_your_key_here"
    }
  }
}

OpenAI Codex

Add to ~/.codex/config.toml:

[mcp_servers.flexorch]
command = "uvx"
args = ["flexorch-mcp"]

[mcp_servers.flexorch.env]
FLEXORCH_API_KEY = "dfx_your_key_here"

Get your API key from app.flexorch.com/settings.

Verify connection

flexorch-mcp --check
# → FlexOrch API key: dfx_xxx*** ✓
# → Connection: OK (api.flexorch.com)
# → Plan: Starter (1,200 credits/mo)
# → Tools: 9 registered

Example agent workflow

User: "Process this invoice and export it as JSONL for fine-tuning."

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

FlexOrch: common questions

Is FlexOrch MCP server safe?: Mostly: it is graded B (77/100). Read the FlexOrch safety report
How do I install FlexOrch?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does FlexOrch need an API key?: Yes. The registry entry asks for FLEXORCH_API_KEY.
Is FlexOrch maintained?: The last commit was 45 days ago (2026-09-20). The latest release is v0.1.2.
What can I use instead of FlexOrch?: Servers from other publishers that do the same job: Talonic MCP server, MCP server and Mistral MCP server. Compare all FlexOrch alternatives.
How does FlexOrch compare with other Scraping and browsing MCP servers?: safety score 77/100 (higher than 50% of 866 Scraping and browsing servers); tools 6 (the typical Scraping and browsing server has 6); tools that change things 17% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to FlexOrch

Same job from other publishers: the closest match first, then the best rated.

All FlexOrch alternatives →

Talonic
Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.
not reviewed
Growing
A
MCP
Scrape any website, extract structured data, and collect web content at scale with AI agents
not reviewed
Growing
A
Mistral
Mistral MCP server: extract invoices and documents from text, Markdown or OCR into typed JSON.
not reviewed
Growing
B
Nutrient Document Engine MCP Server
MCP server for self-hosted Nutrient Document Engine: extract, edit, redact, and annotate documents.
not reviewed
Growing
B
Brightdata
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
not reviewed
Established
B