A side-by-side look at the Career Compass MCP and MCP Server Atlassian Jira MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Career Compass MCP for workplace & productivity work as a local process; choose MCP Server Atlassian Jira for workplace & productivity as a local process. You can also run both side by side in one mcpServers block.
explore_opportunity, research_company, tailor_resume.ATLASSIAN_SITE_NAME, ATLASSIAN_USER_EMAIL, ATLASSIAN_API_TOKEN.jira_get, jira_post, jira_put.Rows where the two servers differ are marked.
| Spec | C Career Compass MCP | |
|---|---|---|
| Category | Workplace & Productivity | Workplace & Productivity |
| Quality signal | 60/100 · Good | 65/100 · Great |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | API key required |
| Pricing | Not declared | Free |
| Required env vars | None listed | ATLASSIAN_SITE_NAMEATLASSIAN_USER_EMAILATLASSIAN_API_TOKEN |
| Verified owner | Community listing | Community listing |
| GitHub stars | 6 | 77 |
| Directory activity | 0 views 0 installs 0 upvotes | 5 views 0 installs 0 upvotes |
| Tools | 19 | 5 |
| Full listing | View Career Compass MCP | View MCP Server Atlassian Jira |
explore_opportunityJudges a posting against your KB **and your stated preferences** — salary band, remote, relocation, notice period. Opens with a verdict (Strong fit, Stretch, or Long shot) and the biggest reason, then an explicit comp and location check, evidence per requirement, honest gaps, talking points and red…research_companyBuilds an intelligence brief: product, culture, funding, interview process, strategic fittailor_resumeWrites a résumé tailored to one posting from your KB — standard, federal, academic, or functional — using the posting's words only where your history says the same thinggenerate_cover_letterWrites a cover letter with your actual achievements woven in, in a tone you pick — professional, conversational, enthusiastic, or conciseformat_for_atsReformats résumé text you already have into plain sections an applicant tracking system can parse, ready to paste field by field (Workday, Greenhouse, Lever, LinkedIn, iCIMS, Taleo, SmartRecruiters, or generic). Reformats only; it never rewrites what you didanswer_applicationAnswers an application form's questions from your KB, each within its limit. Work authorization, salary and start date come only from what you saved or said, and a "years with X" your history can't support is flagged, never inflatedpipeline_viewLists applications, funnel stats, what needs attention, or one application by idpipeline_addAdds one application, dated the day you applied (`dateApplied`, defaults to today). Optional starting `status` (defaults to `applied`); unknown statuses are rejected with a did-you-mean suggestionpipeline_updateUpdates one application — status, notes, follow-up date, a contact, an interview round and how it went, or an offer's terms and answer deadlineclassify_emailClassifies a job-search email and extracts contacts, dates, and suggested pipeline updatesprepare_interviewFull prep: opening pitch, STAR stories, likely questions, company alignment, questions to askinterview_arcMid-process projection. Reconstructs the arc so far from your recorded rounds and journal signals, then projects what the **next** round will probe — ground already covered, threads the last interview left open, gaps nobody has tested yet, ranked likely questionsjira_getRead 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_postCreate 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_putReplace 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_patchPartially 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_deleteDelete 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/Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
{
"mcpServers": {
"career-compass-mcp": {
"command": "npx",
"args": [
"-y",
"career-compass-mcp"
]
}
}
}
{
"mcpServers": {
"aashari-mcp-server-atlassian-jira": {
"command": "npx",
"args": [
"-y",
"@aashari/mcp-server-atlassian-jira"
],
"env": {
"ATLASSIAN_SITE_NAME": "YOUR_ATLASSIAN_SITE_NAME_HERE",
"ATLASSIAN_USER_EMAIL": "YOUR_ATLASSIAN_USER_EMAIL_HERE",
"ATLASSIAN_API_TOKEN": "YOUR_ATLASSIAN_API_TOKEN_HERE"
}
}
}
}