MCP Server Atlassian… vs Eng Leadership Toolkit | AllMCPs
Side-by-Side Model Context Protocol Comparison
MCP Server Atlassian Jira vs Eng Leadership Toolkit
In-depth architectural comparison of the MCP Server Atlassian Jira and Eng Leadership Toolkit 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
Eng Leadership Toolkit
Workplace & Productivity · Remote HTTP/SSE
Quality: 47/100 (Fair) | Auth: No auth required
Verdict Summary: Choose MCP Server Atlassian Jira if you need specialized Workplace & Productivity tools running via a local process. Choose Eng Leadership Toolkit 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.
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3,400+ sessions.
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, Eng Leadership Toolkit belongs to Workplace & Productivity using remote streaming HTTP/SSE transport. Select MCP Server Atlassian Jira when you need capabilities focused on workplace & productivity and Eng Leadership Toolkit 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/
Eng Leadership Toolkit Tools (9)
calculate_developer_value
What is this developer worth? Scores 15 skills across 5 pillars, returns level + 2026 Western-Europe salary estimate
calculate_engineering_manager_value
What is this engineering manager worth? Scores 15 leadership skills across 5 pillars, weighted by level, returns Team Lead → Director/VP level + 2026 Western-Europe salary estimate
assess_team_lead_readiness
Should I become a team lead? 17 questions, 6 dimensions, a straight verdict (ready now / 6-12 months out / stay IC) + top-2 gaps with one move each
get_engineering_leadership_benchmarks
What's healthy? Sprint completion, roadmap %, manager time per report, mentee mix, 2025 topic demand. CC BY 4.0, citable
choose_mentor_coach_or_advisor
Mentor, coach, or advisor? All three compared + a three-question self-test
get_one_on_one_playbook
How do I run this 1:1? Real session templates: first session, underperformance, promotion to EM, better 1:1s, career move
get_first_time_manager_guidance
I'm a new EM, now what? The responsibility triangle, six failure modes, readiness self-check
build_mentoring_business_case
How do I get my company to pay for mentoring? Manager email (learning-budget or no-budget version), Slack short, talking points, a one-pager for finance, objections answered, napkin math — EN or CZ
estimate_coaching_cost
How much should a coach cost me? Fair per-session range + program total by coaching type, role, territory, and coach seniority — ICF 2025 + CEE market anchors, with red flags