"Automating GitLab Merge Request Feedback with Line-Specific Comments" matching MCP servers:

• 

  Merge MCP Serverofficial

  merge-api

  F

  license

  -

  quality

  D

  maintenance

  Provides integration between Merge API and LLM providers supporting the MCP protocol, allowing natural language interaction with Merge data across HRIS, ATS, and other categories.

  Last updated 2025-04-30

  18
• 

  LINE Bot MCP Serverofficial

  line

  A

  license

  A

  quality

  B

  maintenance

  MCP server that integrates the LINE Messaging API to enable AI agents to send messages and manage LINE Official Accounts.

  Last updated 2026-07-28

  12

  1,864

  729

  Apache 2.0

• mcp-merge-guard

  paolino

  F

  license

  A

  quality

  D

  maintenance

  Guards PR merge decisions by validating CI, approvals, conflicts, and branch freshness.

  Last updated 2026-04-13

  2

• deduplicator-merge-advanced

  danogurtsov

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that enables Claude agents to interactively merge security audit findings by grouping duplicates, selecting canonicals, preserving authorship, and generating edit instructions, all against a GitHub issues repository.

  Last updated 2026-07-13

  MIT

• MCP Merge Request Summarizer

  sonicjoy

  A

  license

  -

  quality

  D

  maintenance

  Automatically generates comprehensive merge request summaries from git logs, analyzing commit history and categorizing changes into structured descriptions. Provides tools to analyze git repositories, compare branches, and create detailed summaries with change categorization, impact analysis, and review time estimates.

  Last updated 2025-08-29

  1

  MIT

• feedback-mcp

  hasna

  A

  license

  -

  quality

  A

  maintenance

  MCP server for Open Feedback, enabling AI assistants to submit, list, get, update status of, and analyze product feedback via a local HTTP API and JSONL storage.

  Last updated 2026-07-07

  909

  Apache 2.0

• line

  yung13yubabie

  F

  license

  -

  quality

  B

  maintenance

  Reads local LINE chat history from your own computer and summarizes daily conversations through Claude Code, extracting decryption keys from LINE's memory on Windows.

  Last updated 2026-07-12

• gdocs-comments-mcp

  Abdulreh4874

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to add precise, range-anchored comments to Google Docs by bridging the Model Context Protocol with browser automation.

  Last updated 2026-07-27

  2

  59

  MIT

• docx-comments

  kosh-jelly

  A

  license

  A

  quality

  C

  maintenance

  Provides comprehensive read/write access to Word documents, including comments, track changes, and reply threads.

  Last updated 2026-01-31

  9

  1

  MIT

• Bilibili Comments MCP

  222wcnm

  A

  license

  A

  quality

  D

  maintenance

  Enables retrieval of comments from Bilibili videos and dynamic posts with support for pagination, sorting, and nested replies in both Markdown and JSON formats.

  Last updated 2026-02-27

  2

  2

  1

  MIT

• figma-comments-mcp

  processedfood

  A

  license

  A

  quality

  B

  maintenance

  MCP server that fetches and replies to Figma file comments, with filtering and a triage skill to organize them into decisions, questions, and to-dos.

  Last updated 2026-06-10

  5

  7

  MIT

• gitlab-mcp

  LeonRLewis

  F

  license

  A

  quality

  B

  maintenance

  MCP server for GitLab that enables AI assistants to manage CI pipelines, job logs, repositories, branches, merge requests, and commits via the GitLab REST API.

  Last updated 2026-06-30

  20

• GitLab MCP Code Review

  ffpy

  A

  license

  A

  quality

  D

  maintenance

  Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

  Last updated 2025-12-03

  12

  4

  MIT

• mcp-feedback-enhanced

  Ming-321

  F

  license

  A

  quality

  D

  maintenance

  Establishes feedback-oriented development workflows with dual Web UI and Desktop interfaces, enabling AI to confirm with users before actions and consolidate multiple tool calls into a single feedback request.

  Last updated 2026-03-15

  2

  2

• Cursor Feedback MCP

  phidn

  A

  license

  B

  quality

  D

  maintenance

  Enables interactive feedback with image support in Cursor, allowing users to paste images for visual context and feedback.

  Last updated 2025-06-09

  1

  8

  MIT

• mcp-gitlab-workflow

  chntif

  A

  license

  B

  quality

  D

  maintenance

  An MCP server for issue-driven GitLab development, automating requirement analysis, issue creation, branching, coding, merge requests, and issue updates.

  Last updated 2026-03-26

  28

  8

  30

  MIT

• Code Merge MCP

  yy1588133

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that helps large language models process code repositories by providing file tree generation, code merging, and code analysis capabilities.

  Last updated 2025-05-04

  3

  21

  MIT

• API Request MCP Server

  Nicolas-One

  A

  license

  B

  quality

  D

  maintenance

  Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON validation and proxy support. Supports custom headers, request bodies, and environment variable configuration for seamless API integration.

  Last updated 2026-03-26

  1

  3

  MIT

• mcp-gitlab

  mikedotJS

  A

  license

  B

  quality

  C

  maintenance

  Enables AI assistants to manage GitLab issues, merge requests, pipelines, and access the REST API via the glab CLI.

  Last updated 2025-09-04

  6

  10

  1

  MIT

• gitlab-mcp

  mcpland

  A

  license

  C

  quality

  A

  maintenance

  A production-ready MCP server for GitLab enabling AI assistants to read and manage GitLab projects, merge requests, issues, pipelines, wikis, releases, and more through a unified interface.

  Last updated 2026-07-17

  100

  2,084

  9

  MIT