Expand the work potentially MantisBT (Mantis Bug Tracker) could be envisionned also as this will link the github issue to the service
This is actually a very solid fit for your architecture. Here's the expanded picture.
MantisBT as an Agentic Workflow Hub
MantisBT is self-hosted, open source, and PHP-based ā meaning you own the full stack. Its REST API is enabled by default and ships with a Swagger sandbox at /api/rest/swagger/, making it immediately discoverable by agents without custom documentation. The key insight is that MantisBT wasn't designed for agentic use, but its structure maps well onto it.1
The MCP Layer ā Already Exists
This is the most immediately useful finding: a MantisBT MCP server already exists. Built with TypeScript, FastMCP, Axios, and Zod, it exposes MantisBT's REST API as type-safe MCP tools ā meaning your agents can already call it through the standard MCP protocol to manage issues, projects, users, and notes. You can find it at mcpmarket.com/server/mantisbt and market-mcp.com/mcp/mantisbt.23
This directly answers your original need: an agent-readable system where agents can retrieve and update structured workflow state.
GitHub ā MantisBT Sync
The Source Control Integration plugin + GitHub Integration plugin link commit messages to MantisBT issues bi-directionally. A commit message like "Fixed #42" auto-resolves the MantisBT issue and tags it with the changeset, branch, and author. The current limitation is that this is one-directional by default ā GitHub commits update Mantis, but Mantis issues don't automatically open GitHub issues. A custom field acting as a gh_issue_id link is the common workaround.45
Envisioned Architecture
Here's how you could layer this:
| Layer | Tool | Role |
|---|---|---|
| Issue registry | MantisBT | Ground truth for tasks, workflows, states |
| Agent access | MantisBT MCP Server | Agents read/write issues via MCP protocol |
| Code linkage | Source Control + GitHub plugin | Commits reference MantisBT IDs, auto-close |
| Orchestrator | LangGraph supervisor | Routes tasks, checks issue state, updates notes |
| Design conversation | Your LLM (with MCP) | Discusses workflow design, writes issues on your behalf |
| Workflow sequences | MantisBT custom fields + relationships | Encode dependency chains between issues |
MantisBT's issue relationships (parent/child, duplicate, related) become your workflow dependency graph, readable by agents through the REST API or MCP layer.12
What's Missing Natively
- No native bidirectional GitHub issue sync (Mantis ā GitHub) without custom scripting5
- No built-in workflow sequence runner ā you'd use MantisBT as state store, with LangGraph doing the sequencing logic
- The GitHub plugin was originally documented for devZing-hosted instances; self-hosted setup requires manual webhook configuration4
Suggested Deep Search Queries
- "MantisBT MCP server FastMCP agent workflow state management ā extending tools for workflow dependency traversal and sequence execution" ā targets making the existing MCP server more than CRUD, giving agents the ability to walk dependency chains.
- "MantisBT GitHub bidirectional issue sync webhook 2024 2025 ā open source plugin or script to mirror issue creation both ways" ā targets the missing sync direction.
- "Self-hosted issue tracker as agent memory and workflow state store ā MantisBT vs Plane vs Linear API agentic orchestration comparison" ā useful if you want to evaluate whether MantisBT is the right choice vs newer trackers like Plane that were designed API-first. <span style="display:none">67891011121314151617181920212223</span>
Footnotes
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https://mantisbt.org/docs/master/en-US/Developers_Guide/html/restapi.html ā© ā©2
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https://docs.devzing.com/mantisbt-github-integration/ ā© ā©2
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https://www.semanticscholar.org/paper/7d634878c09e1ea3423ff7c62221160865600175 ā©
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https://documenter.getpostman.com/view/29959/mantis-bug-tracker-rest-api/7Lt6zkP ā©
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https://www.postman.com/avionics-participant-52825978/work/collection/frimrum/mantis-bug-tracker-rest-api ā©
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https://aws.plainenglish.io/how-mcp-orchestrates-multi-agent-ai-for-saas-workflows-1aaba7aa8f0b ā©
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https://support.monday.com/hc/en-us/articles/4413247738770-The-GitHub-Integration ā©
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https://aaif.io/blog/from-workflow-orchestration-to-agentic-orchestration/ ā©
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https://community.atlassian.com/forums/Jira-questions/Jira-github-integration-after-spring-2025-updates/qaq-p/3021875 ā©