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DimensionAtlassian Bitbucket MCP ServerConnect AI to Your Bitbucket RepositoriesContext7Upstash's official server providing up-to-date third-party library docs for AI coding assistants
FMRS56 / 100 · C80 / 100 · B
Reliability8 / 2014 / 20
Security and permissions10 / 2016 / 20
Maintenance10 / 2017 / 20
Documentation16 / 2015 / 20
Setup experience12 / 2018 / 20
Best for
  • Developers who want AI assistance with code reviews and repository management.
  • Team leads needing quick insights into project status and pull request activity.
  • DevOps engineers automating repository workflows and branch management.
  • Anyone who wants to interact with Bitbucket using natural language.
  • Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
  • Scenarios wanting zero-config documentation lookup
Not for
  • Users of Bitbucket Server or Data Center (only Bitbucket Cloud is supported).
  • Users needing real-time push or continuous connections (request-response only).
  • Those requiring complex operations beyond the Bitbucket REST API 2.0 scope.
  • Users unwilling to handle JSON or TOON output (default is TOON, can override to JSON).
  • Looking up internal/private codebase documentation (Context7 targets publicly published open-source libraries)
  • Cases needing very high coverage of obscure, niche libraries (coverage depends on what Context7's platform has indexed)
Required permissions
  • Requires Bitbucket authentication credentials: Atlassian API token (recommended) or app password (legacy).
  • Appropriate permission scopes: repository and workspace for read-only; add pullrequest for PR management.
  • For app passwords: Workspaces: Read, Repositories: Read (add Write for mutations), Pull Requests: Read (add Write for PR management).
  • Local file system write access if you intend to clone repositories.
  • Usable without an API key (subject to a free-tier rate limit); CONTEXT7_API_KEY is an optional credential for higher quota
  • Read-only documentation lookup — no code execution or local filesystem access involved
Risks and side effects
  • Credential exposure: Tokens or passwords stored in environment variables could be accessed by unauthorized parties. Keep them secure and rotate regularly.
  • Data access: The server can access all Bitbucket data you grant permission to, including private repositories. Run only in trusted environments.
  • Token consumption: Unfiltered API responses can be large, leading to high token costs. Always use JMESPath filtering and pagination.
  • Accidental mutations: AI could perform unintended operations via POST/PUT/PATCH/DELETE tools (e.g., merge PR, delete branch). Test in read-only mode first.
  • Dependency risk: Using npx runs the latest version, which may introduce breaking changes. Consider pinning a version.
  • The free tier has limited quota — high-frequency use may hit rate limits
  • Documentation content comes from Context7's platform index, so its accuracy and freshness depend on that platform's crawl cadence
Supported clientsClaude Desktop, Cursor AI, Continue, ClineClaude Code, VS Code, Cursor, Cline, Amp
Tools62