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[PR #3187] [CLOSED] feat: add HuangtingFlux MCP server integration guide #3256

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opened 2026-06-05 18:21:35 -04:00 by yindo · 0 comments
yindo commented 2026-06-05 18:21:35 -04:00
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📋 Pull Request Information

Original PR: https://github.com/langchain-ai/docs/pull/3187
Author: @markmeng0X
Created: 3/18/2026
Status: ❌ Closed

Base: main ← Head: add-huangting-flux-integration

📝 Commits (1)

  • dd7e924 feat: add HuangtingFlux MCP server integration guide

📊 Changes

2 files changed (+202 additions, -0 deletions)

View changed files

➕ src/oss/python/integrations/tools/huangting_flux.mdx (+193 -0)
📝 src/oss/python/integrations/tools/index.mdx (+9 -0)

📄 Description

HuangtingFlux is an open-source remote MCP server that reduces AI Agent token usage by 40% via a three-stage SOP workflow:

  • start_task: input compression (saves 30-60% tokens)
  • report_step_result: rolling summarization
  • finalize_and_report: output refinement + verifiable performance report

MCP endpoint: https://mcp.huangting.ai/mcp (no auth required)
MCP Registry: io.github.XianDAO-Labs/huangting-flux
GitHub: https://github.com/XianDAO-Labs/huangting-flux-hub

Overview

Type of change

Type: [Replace with: New documentation page / Update existing documentation / Fix typo/bug/link/formatting / Remove outdated content / Other]

Related issues/PRs

  • GitHub issue:
  • Feature PR:
  • Linear issue:
  • Slack thread:

Checklist

  • I have read the contributing guidelines, including the language policy
  • I have tested my changes locally using docs dev
  • All code examples have been tested and work correctly
  • I have used root relative paths for internal links
  • I have updated navigation in src/docs.json if needed

(Internal team members only / optional): Create a preview deployment as necessary using the Create Preview Branch workflow

Additional notes

🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.

## 📋 Pull Request Information **Original PR:** https://github.com/langchain-ai/docs/pull/3187 **Author:** [@markmeng0X](https://github.com/markmeng0X) **Created:** 3/18/2026 **Status:** ❌ Closed **Base:** `main` ← **Head:** `add-huangting-flux-integration` --- ### 📝 Commits (1) - [`dd7e924`](https://github.com/langchain-ai/docs/commit/dd7e924954d4ab245a39f9bb1c916b4f6da374cb) feat: add HuangtingFlux MCP server integration guide ### 📊 Changes **2 files changed** (+202 additions, -0 deletions) <details> <summary>View changed files</summary> ➕ `src/oss/python/integrations/tools/huangting_flux.mdx` (+193 -0) 📝 `src/oss/python/integrations/tools/index.mdx` (+9 -0) </details> ### 📄 Description HuangtingFlux is an open-source remote MCP server that reduces AI Agent token usage by 40% via a three-stage SOP workflow: - start_task: input compression (saves 30-60% tokens) - report_step_result: rolling summarization - finalize_and_report: output refinement + verifiable performance report MCP endpoint: https://mcp.huangting.ai/mcp (no auth required) MCP Registry: io.github.XianDAO-Labs/huangting-flux GitHub: https://github.com/XianDAO-Labs/huangting-flux-hub ## Overview <!-- Brief description of what documentation is being added/updated --> ## Type of change **Type:** [Replace with: New documentation page / Update existing documentation / Fix typo/bug/link/formatting / Remove outdated content / Other] ## Related issues/PRs <!-- Link to related issues, feature PRs, or discussions (if applicable) To automatically close an issue when this PR is merged, use closing keywords: - "closes #123" or "fixes #123" or "resolves #123" For regular references without auto-closing, just use: - "#123" or "See issue #123" Examples: - closes #456 (will auto-close issue #456 when PR is merged) - See #789 for context (will reference but not auto-close issue #789) --> - GitHub issue: - Feature PR: <!-- For LangChain employees, if applicable: --> - Linear issue: - Slack thread: ## Checklist <!-- Put an 'x' in all boxes that apply --> - [ ] I have read the [contributing guidelines](README.md), including the [language policy](https://docs.langchain.com/oss/python/contributing/overview#language-policy) - [ ] I have tested my changes locally using `docs dev` - [ ] All code examples have been tested and work correctly - [ ] I have used **root relative** paths for internal links - [ ] I have updated navigation in `src/docs.json` if needed (Internal team members only / optional): Create a preview deployment as necessary using the [Create Preview Branch workflow](https://github.com/langchain-ai/docs/actions/workflows/create-preview-branch.yml) ## Additional notes <!-- Any other information that would be helpful for reviewers --> --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
yindo added the pull-request label 2026-06-05 18:21:35 -04:00
yindo closed this issue 2026-06-05 18:21:35 -04:00
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Reference: langchain-ai/docs#3256
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