What is the key difference between Mcp Server Atlassian Jira and Data Profiler?

Mcp Server Atlassian Jira belongs to the Workplace & Productivity category with local stdio execution, while Data Profiler belongs to the Workplace & Productivity category with local stdio execution.

How do I install Mcp Server Atlassian Jira or Data Profiler in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Mcp Server Atlassian Jira and Data Profiler free or paid?

Mcp Server Atlassian Jira operates under a BYOK (Pay Provider Direct) model (API Key required). Data Profiler operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Mcp Server Atlassian Jira lists 5 tools with 5 views and 72 GitHub stars. Data Profiler lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Mcp Server Atlassian Jira and Data Profiler together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Mcp Server Atlassian Jira or Data Profiler in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Mcp Server Atlassian Jira and Data Profiler free to use, or do they require API keys?

Mcp Server Atlassian Jira is listed under a BYOK (Pay Provider Direct) model with API Key required . Data Profiler operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Mcp Server Atlassian Jira and Data Profiler at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both aashari-mcp-server-atlassian-jira and data-profiler as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Mcp Server Atlassian Jira has a Quality Score of 65 /100 ( Great ) with 5 views, 0 installs, and 72 GitHub stars. Data Profiler holds a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Mcp Server Atlassian Jira vs Data Profiler

In-depth architectural comparison of the Mcp Server Atlassian Jira and Data Profiler 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

Data Profiler

Workplace & Productivity · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Verdict Summary: Choose Mcp Server Atlassian Jira if you need specialized Workplace & Productivity tools running via a local process. Choose Data Profiler if your workspace requires Workplace & Productivity integration with local subprocess execution. 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 (BYOK (Pay Provider Direct)).
You have access to required keys: ATLASSIAN_SITE_NAME, ATLASSIAN_USER_EMAIL, ATLASSIAN_API_TOKEN.
Primary tools included: jira_get, jira_post, jira_put.

Explore Mcp Server Atlassian Jira Details

Choose Data Profiler when:

You need dedicated capabilities in the Workplace & Productivity domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Data Profiler Details

Feature & Specification Comparison

Specification	Mcp Server Atlassian Jira aashari Workplace & Productivity	D Data Profiler Workplace & Productivity
Summary	Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.	Profile local CSV, Parquet, JSON and Excel files into a compact data-quality summary.
Category & Scope	Workplace & Productivity

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 Configuration

mcpServers (Claude Desktop / Cursor)

{
  "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"
      }
    }
  }
}

Data Profiler Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "data-profiler": {
      "command": "npx",
      "args": [
        "-y",
        "data-profiler"
      ]
    }
  }
}

Frequently Asked Questions

Mcp Server Atlassian Jira is categorized under Workplace & Productivity and uses a local stdio subprocess. In contrast, Data Profiler belongs to Workplace & Productivity using local stdio subprocess. Select Mcp Server Atlassian Jira when you need capabilities focused on workplace & productivity and Data Profiler when you require tools for workplace & productivity.

More alternatives to Mcp Server Atlassian Jira More alternatives to Data Profiler Workplace & Productivity category hub