MCP Server Atlassian… vs Jobctl — MCP Server Comparison | AllMCPs
Side-by-Side Model Context Protocol Comparison
MCP Server Atlassian Jira vs Jobctl
In-depth architectural comparison of the MCP Server Atlassian Jira and Jobctl MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
MCP Server Atlassian Jira
Workplace & Productivity · Local stdio
Quality: 65/100 (Great) | Auth: API Key required
Jobctl
Workplace & Productivity · Remote HTTP/SSE
Quality: 52/100 (Good) | Auth: No auth required
Verdict Summary: Choose MCP Server Atlassian Jira if you need specialized Workplace & Productivity tools running via a local process. Choose Jobctl if your workspace requires Workplace & Productivity integration with remote web transport. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose MCP Server Atlassian Jira when:
You need dedicated capabilities in the Workplace & Productivity domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: ATLASSIAN_SITE_NAME, ATLASSIAN_USER_EMAIL, ATLASSIAN_API_TOKEN.
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.
Job application tracker for developers. Agents record applications, interviews, statuses, salaries and next actions over a remote MCP server (OAuth); humans review and plan in a dashboard at jobctl.app. Published in the MCP registry as io.github.DmytroRybka/jobctl.
Category & Scope
Tools & Capabilities Breakdown
MCP Server Atlassian Jira Tools (5)
jira_get
Read any Jira data. Returns TOON format by default (30-60% fewer tokens than JSON).
**IMPORTANT - Cost Optimization:**
- ALWAYS use `jq` param to filter response fields. Unfiltered responses are very expensive!
- Use `maxResults` query param to restrict result count (e.g., `maxResults: "5"`)
- If unsure about available fields, first fetch ONE item with `maxResults: "1"` and NO jq filter to explore the schema, then use jq in subsequent calls
**Schema Discovery Pattern:**
1. First call: `path: "/rest/api/3/search/jql", queryParams: {"maxResults": "1", "jql": "project=PROJ"}` (no jq) - explore available fields
2. Then use: `jq: "issues[*].{key: key, summary: fields.summary, status: fields.status.name}"` - extract only what you need
**Output format:** TOON (default, token-efficient) or JSON (`outputFormat: "json"`)
**Common paths:**
- `/rest/api/3/project` - list all projects
- `/rest/api/3/project/{projectKeyOrId}` - get project details
- `/rest/api/3/search/jql` - search issues with JQL (use `jql` query param). NOTE: `/rest/api/3/search` is deprecated!
- `/rest/api/3/issue/{issueIdOrKey}` - get issue details
- `/rest/api/3/issue/{issueIdOrKey}/comment` - list issue comments
- `/rest/api/3/issue/{issueIdOrKey}/worklog` - list issue worklogs
- `/rest/api/3/issue/{issueIdOrKey}/transitions` - get available transitions
- `/rest/api/3/user/search` - search users (use `query` param)
- `/rest/api/3/status` - list all statuses
- `/rest/api/3/issuetype` - list issue types
- `/rest/api/3/priority` - list priorities
**JQ examples:** `issues[*].key`, `issues[0]`, `issues[*].{key: key, summary: fields.summary}`
**Example JQL queries:** `project=PROJ`, `assignee=currentUser()`, `status="In Progress"`, `created >= -7d`
API reference: https://developer.atlassian.com/cloud/jira/platform/rest/v3/
jira_post
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
MCP Server Atlassian Jira is categorized under Workplace & Productivity and uses a local stdio subprocess. In contrast, Jobctl belongs to Workplace & Productivity using remote streaming HTTP/SSE transport. Select MCP Server Atlassian Jira when you need capabilities focused on workplace & productivity and Jobctl when you require tools for workplace & productivity.
Create Jira resources. Returns TOON format by default (token-efficient).
**IMPORTANT - Cost Optimization:**
- Use `jq` param to extract only needed fields from response (e.g., `jq: "{key: key, id: id}"`)
- Unfiltered responses include all metadata and are expensive!
**Output format:** TOON (default) or JSON (`outputFormat: "json"`)
**Common operations:**
1. **Create issue:** `/rest/api/3/issue`
body: `{"fields": {"project": {"key": "PROJ"}, "summary": "Issue title", "issuetype": {"name": "Task"}, "description": {"type": "doc", "version": 1, "content": [{"type": "paragraph", "content": [{"type": "text", "text": "Description"}]}]}}}`
2. **Add comment:** `/rest/api/3/issue/{issueIdOrKey}/comment`
body: `{"body": {"type": "doc", "version": 1, "content": [{"type": "paragraph", "content": [{"type": "text", "text": "Comment text"}]}]}}`
3. **Add worklog:** `/rest/api/3/issue/{issueIdOrKey}/worklog`
body: `{"timeSpentSeconds": 3600, "comment": {"type": "doc", "version": 1, "content": [{"type": "paragraph", "content": [{"type": "text", "text": "Work done"}]}]}}`
4. **Transition issue:** `/rest/api/3/issue/{issueIdOrKey}/transitions`
body: `{"transition": {"id": "31"}}`
5. **Add attachment:** `/rest/api/3/issue/{issueIdOrKey}/attachments`
Note: Requires multipart form data (complex - use Jira UI for attachments)
API reference: https://developer.atlassian.com/cloud/jira/platform/rest/v3/
jira_put
Replace Jira resources (full update). Returns TOON format by default.
**IMPORTANT - Cost Optimization:** Use `jq` param to extract only needed fields from response
**Output format:** TOON (default) or JSON (`outputFormat: "json"`)
**Common operations:**
1. **Update issue (full):** `/rest/api/3/issue/{issueIdOrKey}`
body: `{"fields": {"summary": "New title", "description": {...}, "assignee": {"accountId": "..."}}}`
2. **Update project:** `/rest/api/3/project/{projectIdOrKey}`
body: `{"name": "New Project Name", "description": "Updated description"}`
3. **Set issue property:** `/rest/api/3/issue/{issueIdOrKey}/properties/{propertyKey}`
body: `{"value": "property value"}`
Note: PUT replaces the entire resource. For partial updates, prefer PATCH.
API reference: https://developer.atlassian.com/cloud/jira/platform/rest/v3/
jira_patch
Partially update Jira resources. Returns TOON format by default.
**IMPORTANT - Cost Optimization:** Use `jq` param to filter response fields.
**Output format:** TOON (default) or JSON (`outputFormat: "json"`)
**Common operations:**
1. **Update issue fields:** `/rest/api/3/issue/{issueIdOrKey}`
body: `{"fields": {"summary": "Updated title"}}` (only updates specified fields)
2. **Update comment:** `/rest/api/3/issue/{issueIdOrKey}/comment/{commentId}`
body: `{"body": {"type": "doc", "version": 1, "content": [{"type": "paragraph", "content": [{"type": "text", "text": "Updated comment"}]}]}}`
3. **Update worklog:** `/rest/api/3/issue/{issueIdOrKey}/worklog/{worklogId}`
body: `{"timeSpentSeconds": 7200}`
Note: PATCH only updates the fields you specify, leaving others unchanged.
API reference: https://developer.atlassian.com/cloud/jira/platform/rest/v3/
jira_delete
Delete Jira resources. Returns TOON format by default.
**Output format:** TOON (default) or JSON (`outputFormat: "json"`)
**Common operations:**
1. **Delete issue:** `/rest/api/3/issue/{issueIdOrKey}`
Query param: `deleteSubtasks=true` to delete subtasks
2. **Delete comment:** `/rest/api/3/issue/{issueIdOrKey}/comment/{commentId}`
3. **Delete worklog:** `/rest/api/3/issue/{issueIdOrKey}/worklog/{worklogId}`
4. **Delete attachment:** `/rest/api/3/attachment/{attachmentId}`
5. **Remove watcher:** `/rest/api/3/issue/{issueIdOrKey}/watchers`
Query param: `accountId={accountId}`
Note: Most DELETE endpoints return 204 No Content on success.
API reference: https://developer.atlassian.com/cloud/jira/platform/rest/v3/
Jobctl Tools (10)
add_application
Create an application from structured fields or a raw string ("Bosch, Tech Lead, prio A, due friday") with deterministic parsing and duplicate detection
list_applications
Filter by status, priority, text query and saved views
get_application
Full detail: timeline, contacts, interviews, attachments
update_application
Status, priority, salary, next action and more
add_note
Append a note to the application timeline
log_interview
Schedule or debrief interviews with attendees and links
get_due
Overdue and upcoming next actions
get_planned
Agenda for today / tomorrow / this week
attach_analysis
Attach a single replaceable company-analysis markdown (max 100 kB)