Comparison
atlassian-mcp-server vs mcp-server-elasticsearch
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.
Markdown twin · atlassian-mcp-server alternatives · mcp-server-elasticsearch alternatives
GraphCanon updated 3d
vs
Trust & integrity
| Signal | atlassian-mcp-server | mcp-server-elasticsearch |
|---|---|---|
| Maintenance | Active (18d since push) As of 4w · github_public_v1 | Very active (1d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- 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
Stars
- atlassian-mcp-server
- 910
- mcp-server-elasticsearch
- 705
Forks
- atlassian-mcp-server
- 116
- mcp-server-elasticsearch
- 146
Open issues
- atlassian-mcp-server
- 71
- mcp-server-elasticsearch
- 15
Language
- atlassian-mcp-server
- JavaScript
- mcp-server-elasticsearch
- Rust
Adopt for
- atlassian-mcp-server
- 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.
- mcp-server-elasticsearch
- A Rust-based Elasticsearch server component designed for integration into systems requiring robust vector database functionality.
Persona
- atlassian-mcp-server
- -
- mcp-server-elasticsearch
- -
Runtime
- atlassian-mcp-server
- -
- mcp-server-elasticsearch
- -
License
- atlassian-mcp-server
- Apache-2.0
- mcp-server-elasticsearch
- Apache-2.0
Last pushed
- atlassian-mcp-server
- Jul 8, 2026
- mcp-server-elasticsearch
- Aug 20, 2026
Categories
- atlassian-mcp-server
- AI Agents, Developer Tools
- mcp-server-elasticsearch
- Vector Databases
Trust and health
Maintenance
- atlassian-mcp-server
- Active (82%)
- mcp-server-elasticsearch
- Very active (96%)
Days since push
- atlassian-mcp-server
- 18d
- mcp-server-elasticsearch
- 1d
Open issues (now)
- atlassian-mcp-server
- 71
- mcp-server-elasticsearch
- 15
Stars delta
- atlassian-mcp-server
- Unknown
- mcp-server-elasticsearch
- +8 (30d)
Open issues delta
- atlassian-mcp-server
- Unknown
- mcp-server-elasticsearch
- 0 (30d)
Full report
- atlassian-mcp-server
- Trust report
- mcp-server-elasticsearch
- Trust report
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
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
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (atlassian/atlassian-mcp-server) · observed Jul 27, 2026
- GitHub forks (atlassian/atlassian-mcp-server) · observed Jul 27, 2026
- Last push (atlassian/atlassian-mcp-server) · observed Jul 8, 2026
- License file (Apache-2.0) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (elastic/mcp-server-elasticsearch) · observed Aug 22, 2026
- GitHub forks (elastic/mcp-server-elasticsearch) · observed Aug 22, 2026
- Last push (elastic/mcp-server-elasticsearch) · observed Aug 20, 2026
- License file (Apache-2.0) · observed Aug 22, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: atlassian-mcp-server 910 · mcp-server-elasticsearch 705 (synced Jul 27, 2026).
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 and mcp-server-elasticsearch alternatives (atlassian-mcp-server markdown twin, mcp-server-elasticsearch markdown twin), 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 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; mcp-server-elasticsearch trust report.