Comparison
atlassian-mcp-server vs mcp-language-server
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-language-server if the mcp-language-server offers MCP enabled clients access to functions such as get definition, references, rename, and diagnostics.
Markdown twin · atlassian-mcp-server alternatives · mcp-language-server alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | atlassian-mcp-server | mcp-language-server |
|---|---|---|
| Maintenance | Active (18d since push) As of 4w · github_public_v1 | Slowing (147d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal account As of 4w · 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-language-server
- Provides MCP enabled clients with semantic tools for code understanding and manipulation
Stars
- atlassian-mcp-server
- 910
- mcp-language-server
- 1.6k
Forks
- atlassian-mcp-server
- 116
- mcp-language-server
- 138
Open issues
- atlassian-mcp-server
- 71
- mcp-language-server
- 64
Language
- atlassian-mcp-server
- JavaScript
- mcp-language-server
- Go
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-language-server
- The mcp-language-server offers MCP enabled clients access to functions such as get definition, references, rename, and diagnostics.
Persona
- atlassian-mcp-server
- -
- mcp-language-server
- -
Runtime
- atlassian-mcp-server
- -
- mcp-language-server
- -
License
- atlassian-mcp-server
- Apache-2.0
- mcp-language-server
- BSD-3-Clause
Last pushed
- atlassian-mcp-server
- Jul 8, 2026
- mcp-language-server
- Mar 1, 2026
Categories
- atlassian-mcp-server
- AI Agents, Developer Tools
- mcp-language-server
- Developer Tools
Trust and health
Maintenance
- atlassian-mcp-server
- Active (82%)
- mcp-language-server
- Slowing (36%)
Days since push
- atlassian-mcp-server
- 18d
- mcp-language-server
- 147d
Open issues (now)
- atlassian-mcp-server
- 71
- mcp-language-server
- 64
Owner type
- atlassian-mcp-server
- Organization
- mcp-language-server
- User
Full report
- atlassian-mcp-server
- Trust report
- mcp-language-server
- Trust report
Choose atlassian-mcp-server if…
- atlassian-mcp-server is primarily JavaScript; mcp-language-server is Go.
- License: atlassian-mcp-server is Apache-2.0, mcp-language-server is BSD-3-Clause.
- Tags unique to atlassian-mcp-server: atlassian, bitbucket, chatgpt, claude.
- Also covers AI Agents.
- 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-language-server if…
- mcp-language-server is primarily Go; atlassian-mcp-server is JavaScript.
- License: mcp-language-server is BSD-3-Clause, atlassian-mcp-server is Apache-2.0.
- Tags unique to mcp-language-server: language-server-protocol, mcp, model-context-protocol.
- Use when working on projects that leverage the Model Context Protocol for enhanced code understanding and manipulation capabilities.
When NOT to use mcp-language-server
- Avoid it if your workflow does not support or require the Model Context Protocol.
- Do not use when working in environments that mandate using a language server not based on Go, since mcp-language-server is written in Go.
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 (isaacphi/mcp-language-server) · observed Jul 27, 2026
- GitHub forks (isaacphi/mcp-language-server) · observed Jul 27, 2026
- Last push (isaacphi/mcp-language-server) · observed Mar 1, 2026
- License file (BSD-3-Clause) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: atlassian-mcp-server 910 · mcp-language-server 1.6k (synced Jul 27, 2026).
Common questions
- What is the difference between atlassian-mcp-server and mcp-language-server?
- atlassian-mcp-server: Official MCP server for integrating Atlassian products with AI tools through OAuth and API tokens. mcp-language-server: Provides MCP enabled clients with semantic tools for code understanding and manipulation. See the comparison table for live GitHub stats and shared categories.
- When should I choose atlassian-mcp-server over mcp-language-server?
- Choose atlassian-mcp-server over mcp-language-server when atlassian-mcp-server is primarily JavaScript; mcp-language-server is Go; License: atlassian-mcp-server is Apache-2.0, mcp-language-server is BSD-3-Clause; Tags unique to atlassian-mcp-server: atlassian, bitbucket, chatgpt, claude; Also covers AI Agents; When needing secure integration of Atlassian apps with AI like ChatGPT or VS Code through modern authentication.
- When should I choose mcp-language-server over atlassian-mcp-server?
- Choose mcp-language-server over atlassian-mcp-server when mcp-language-server is primarily Go; atlassian-mcp-server is JavaScript; License: mcp-language-server is BSD-3-Clause, atlassian-mcp-server is Apache-2.0; Tags unique to mcp-language-server: language-server-protocol, mcp, model-context-protocol; Use when working on projects that leverage the Model Context Protocol for enhanced code understanding and manipulation capabilities.
- 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-language-server?
- Avoid it if your workflow does not support or require the Model Context Protocol. Do not use when working in environments that mandate using a language server not based on Go, since mcp-language-server is written in Go.
- Is atlassian-mcp-server or mcp-language-server more popular on GitHub?
- mcp-language-server has more GitHub stars (1,570 vs 910). Stars measure visibility, not whether either tool fits your constraints.
- Are atlassian-mcp-server and mcp-language-server open source?
- Yes - both are open-source projects on GitHub (atlassian-mcp-server: Apache-2.0, mcp-language-server: BSD-3-Clause).
- Where can I find alternatives to atlassian-mcp-server or mcp-language-server?
- GraphCanon lists graph-backed alternatives at atlassian-mcp-server alternatives and mcp-language-server alternatives (atlassian-mcp-server markdown twin, mcp-language-server 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-language-server?
- atlassian-mcp-server: Active. mcp-language-server: Slowing. 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-language-server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: atlassian-mcp-server trust report; mcp-language-server trust report.