--- title: "atlassian-mcp-server vs mcp-server-elasticsearch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/atlassian-atlassian-mcp-server-vs-elastic-mcp-server-elasticsearch" tools: ["atlassian-atlassian-mcp-server", "elastic-mcp-server-elasticsearch"] --- # atlassian-mcp-server vs mcp-server-elasticsearch *GraphCanon updated Aug 22, 2026* ## Verdict Pick atlassian-mcp-server if the atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens; pick mcp-server-elasticsearch if a Rust-based Elasticsearch server component designed for integration into systems requiring robust vector database functionality. [atlassian-mcp-server](https://atlassian.com/platform/rovo-mcp) reports 910 GitHub stars, 116 forks, and 71 open issues, last pushed Jul 8, 2026. [mcp-server-elasticsearch](https://www.elastic.co/elasticsearch) has 705 stars, 146 forks, and 15 open issues, last pushed Aug 20, 2026. Figures are from public GitHub metadata via [atlassian-mcp-server's repository](https://github.com/atlassian/atlassian-mcp-server) and [mcp-server-elasticsearch's repository](https://github.com/elastic/mcp-server-elasticsearch). | | [atlassian-mcp-server](/tools/atlassian-atlassian-mcp-server.md) | [mcp-server-elasticsearch](/tools/elastic-mcp-server-elasticsearch.md) | | --- | --- | --- | | Tagline | Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens | Elasticsearch-based MCP server implementation in Rust | | Stars | 910 | 705 | | Forks | 116 | 146 | | Open issues | 71 | 15 | | Language | JavaScript | Rust | | Adopt for | The atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens. | A Rust-based Elasticsearch server component designed for integration into systems requiring robust vector database functionality. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | AI Agents, Developer Tools | Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [atlassian-mcp-server](/tools/atlassian-atlassian-mcp-server.md) | [mcp-server-elasticsearch](/tools/elastic-mcp-server-elasticsearch.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 18d | 1d | | Open issues (now) | 71 | 15 | | Stars delta | Unknown | +8 (30d) | | Open issues delta | Unknown | 0 (30d) | | Full report | [trust report](/tools/atlassian-atlassian-mcp-server/trust.md) | [trust report](/tools/elastic-mcp-server-elasticsearch/trust.md) | ## Decision facts: atlassian-mcp-server - **Adopt for:** The atlassian-mcp-server is an official repository designed to bridge Atlassian products including Jira, Confluence, and Bitbucket with AI tools via the Model Context Protocol using OAuth 2.1 or API tokens. ## Decision facts: mcp-server-elasticsearch - **Adopt for:** A Rust-based Elasticsearch server component designed for integration into systems requiring robust vector database functionality. ## Choose when ### Choose atlassian-mcp-server if… - atlassian-mcp-server is primarily JavaScript; mcp-server-elasticsearch is Rust. - Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt. - Also covers AI Agents, Developer Tools. - When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication ### Choose mcp-server-elasticsearch if… - mcp-server-elasticsearch is primarily Rust; atlassian-mcp-server is JavaScript. - Tags unique to mcp-server-elasticsearch: elasticsearch, mcp, rust. - Also covers Vector Databases. - mcp-server-elasticsearch ships Docker support for self-hosted deployment. - - When your project is built with Rust and requires a specialized Elasticsearch server for efficient handling of vector databases, making it easier to integrate with existing Rust codebases. ## When NOT to use atlassian-mcp-server - If only generic third-party integrations without official Atlassian support are required - For environments that do not allow OAuth 2.1 or API token-based authentication methods ## When NOT to use mcp-server-elasticsearch - - It may not be suitable if your project is not developed in Rust since leveraging its full benefits requires a native, tightly integrated environment to function effectively. - - Avoid this tool if you are looking for a more generalized Elasticsearch setup that might offer broader compatibility with various languages and frameworks. ## Common questions ### What is the difference between atlassian-mcp-server and mcp-server-elasticsearch? atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. mcp-server-elasticsearch: Elasticsearch-based MCP server implementation in Rust. See the comparison table for live GitHub stats and shared categories. ### When should I choose atlassian-mcp-server over mcp-server-elasticsearch? Choose atlassian-mcp-server over mcp-server-elasticsearch when atlassian-mcp-server is primarily JavaScript; mcp-server-elasticsearch is Rust; Tags unique to atlassian-mcp-server: ai, atlassian, bitbucket, chatgpt; Also covers AI Agents, Developer Tools; When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication. ### When should I choose mcp-server-elasticsearch over atlassian-mcp-server? Choose mcp-server-elasticsearch over atlassian-mcp-server when mcp-server-elasticsearch is primarily Rust; atlassian-mcp-server is JavaScript; Tags unique to mcp-server-elasticsearch: elasticsearch, mcp, rust; Also covers Vector Databases; mcp-server-elasticsearch ships Docker support for self-hosted deployment; - When your project is built with Rust and requires a specialized Elasticsearch server for efficient handling of vector databases, making it easier to integrate with existing Rust codebases. ### When should I avoid atlassian-mcp-server? If only generic third-party integrations without official Atlassian support are required For environments that do not allow OAuth 2.1 or API token-based authentication methods ### When should I avoid mcp-server-elasticsearch? - It may not be suitable if your project is not developed in Rust since leveraging its full benefits requires a native, tightly integrated environment to function effectively. - Avoid this tool if you are looking for a more generalized Elasticsearch setup that might offer broader compatibility with various languages and frameworks. ### Is atlassian-mcp-server or mcp-server-elasticsearch more popular on GitHub? atlassian-mcp-server has more GitHub stars (910 vs 705). Stars measure visibility, not whether either tool fits your constraints. ### Are atlassian-mcp-server and mcp-server-elasticsearch open source? Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, mcp-server-elasticsearch: Apache-2.0). ### Where can I find alternatives to atlassian-mcp-server or mcp-server-elasticsearch? GraphCanon lists graph-backed alternatives at [atlassian-mcp-server alternatives](/tools/atlassian-atlassian-mcp-server/alternatives) and [mcp-server-elasticsearch alternatives](/tools/elastic-mcp-server-elasticsearch/alternatives) ([atlassian-mcp-server markdown twin](/tools/atlassian-atlassian-mcp-server/alternatives.md), [mcp-server-elasticsearch markdown twin](/tools/elastic-mcp-server-elasticsearch/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/atlassian-atlassian-mcp-server-vs-elastic-mcp-server-elasticsearch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, atlassian-mcp-server or mcp-server-elasticsearch? atlassian-mcp-server: Active. mcp-server-elasticsearch: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for atlassian-mcp-server and mcp-server-elasticsearch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [atlassian-mcp-server trust report](/tools/atlassian-atlassian-mcp-server/trust); [mcp-server-elasticsearch trust report](/tools/elastic-mcp-server-elasticsearch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=atlassian-atlassian-mcp-server`](/api/graphcanon/graph?tool=atlassian-atlassian-mcp-server) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_