"Workflow for handling a Jira ticket and creating a GitHub Pull Request" matching MCP servers:

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  A

  license

  -

  quality

  C

  maintenance

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• A-Share MCP Server

  firmmaple

  A

  license

  -

  quality

  D

  maintenance

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  24

  MIT

• A-Share MCP Server

  24mlight

  A

  license

  C

  quality

  D

  maintenance

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  646

  MIT

• Chainflip Broker as a Service

  CumpsD

  A

  license

  -

  quality

  C

  maintenance

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  10

  MIT

• No-as-a-Service (NoaaS)

  Koneisto

  A

  license

  -

  quality

  B

  maintenance

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  31

  MIT

• A-MEM: Agentic Memory System

  tobs-code

  F

  license

  -

  quality

  C

  maintenance

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  7

• A Share MCP

  24mlight

  A

  license

  C

  quality

  D

  maintenance

  A Model Context Protocol server providing tools for querying A-share stock market data, including historical prices, financial reports, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  646

  MIT

• Jira - GitHub MCP Server

  TamarEngel

  A

  license

  -

  quality

  C

  maintenance

  Enables end-to-end automation of developer workflows from Jira issue tracking to GitHub pull requests through natural language, allowing developers to search issues, create branches, commit changes, and manage PRs directly from their IDE.

  Last updated 2026-01-09

  1

  MIT

• AI Pull Request Generator

  Shougakusei

  F

  license

  -

  quality

  C

  maintenance

  An AI-powered FastMCP server tool that automates the process of planning tasks, generating code, and creating GitHub pull requests.

  Last updated 2025-05-03

• Two Truths and a Twist

  ErgodicLabs

  A

  license

  -

  quality

  C

  maintenance

  An MCP-based trivia game server where AI creates rounds with two true statements and one false 'twist' about various topics, letting players guess which statement is false.

  Last updated 2025-04-09

  5

  MIT

• Ticket MCP Server

  recursivesquircle

  F

  license

  -

  quality

  C

  maintenance

  Enables AI agents to manage a file-backed ticketing system directly within a local repository using a structured state machine and directory hierarchy. It enforces strict markdown schemas and provides specialized tools for claiming tasks, appending work logs, and validating ticket metadata.

  Last updated 2026-02-28

• Jira-Next-Gen

  Jira-MCP

  A

  license

  A

  quality

  -

  maintenance

  A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Connect AI assistants like Claude, Cursor AI, and others directly to your Jira projects, issues, and workflows.

  Last updated 2026-01-12

  6

  129

  3

• Jira MCP Server

  Jira-MCP

  A

  license

  A

  quality

  -

  maintenance

  Enables AI assistants to interact with Atlassian Jira Cloud, allowing users to manage projects, issues, comments, and workflows through natural language commands.

  Last updated 2026-01-12

  6

  129

  3

• Jira MCP Server for Cursor

  kornbed

  A

  license

  B

  quality

  C

  maintenance

  A TypeScript-based server that enables Cursor editor to interact with Jira tickets for viewing, creating, commenting on, and updating tickets directly from the editor.

  Last updated 2025-05-07

  7

  5

  GPL 2.0

• MCP Server for JIRA

  kuvanov-2

  F

  license

  -

  quality

  F

  maintenance

  A Model Context Protocol server that enables ChatGPT and other AI assistants to directly interact with JIRA issues, currently offering the ability to retrieve issue details.

  Last updated 2025-03-18

• ui-ticket-mcp

  0ics-srls

  F

  license

  -

  quality

  C

  maintenance

  Human-to-AI code review bridge. Annotate UI elements in the browser with review comments, and AI agents read the feedback via MCP to fix code automatically — with full element context (CSS selector, styles, DOM path, accessibility info). 10 MCP tools, framework-agnostic Web Component, zero-config install via uvx.

  Last updated 2026-04-28

  7

• Spec Workflow MCP

  Pimzino

  A

  license

  A

  quality

  C

  maintenance

  Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.

  Last updated 2026-05-05

  5

  794

  4,160

  GPL 3.0

• jira-mcp

  vaspap1790

  F

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that provides tools for interacting with Jira. Enables Cursor and other MCP clients to fetch tickets, manage linked tickets, and update ticket status.

  Last updated 2026-05-06

  3

• Structured Workflow MCP

  kingdomseed

  A

  license

  A

  quality

  B

  maintenance

  Enforces disciplined programming practices by requiring AI assistants to audit their work and produce verified outputs at each phase of development, following structured workflows for refactoring, feature development, and testing.

  Last updated 2026-05-20

  20

  16

  11

  MIT

• Notion Workflow MCP

  wauwaya

  F

  license

  A

  quality

  C

  maintenance

  Enables personal workflow management by turning Notion into a task and knowledge system via slash commands and 19 integrated MCP tools. It supports project-based task tracking, subtask management, and automated note summarization directly through the Claude interface.

  Last updated 2026-03-29

  19

  2