| FMRS | 56 / 100 · C | 80 / 100 · B | 76 / 100 · B |
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| Reliability | 8 / 20 | 14 / 20 | 13 / 20 |
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| Security and permissions | 10 / 20 | 16 / 20 | 14 / 20 |
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| Maintenance | 10 / 20 | 17 / 20 | 18 / 20 |
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| Documentation | 15 / 20 | 15 / 20 | 17 / 20 |
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| Setup experience | 13 / 20 | 18 / 20 | 14 / 20 |
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| Best for | - Teams already using the Codacy platform for code quality and security management
- Developers who want Codacy analysis results directly inside Cursor, Windsurf, VS Code Copilot, or Claude Desktop
- Teams that want to check pull request issues and coverage as part of an AI coding assistant workflow
| - Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
- Scenarios wanting zero-config documentation lookup
| - Teams that want an AI assistant to directly operate on GitHub repos and collaboration workflows
- Users already in the GitHub Copilot ecosystem who want a zero-deployment remote option
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| Not for | - Users without a Codacy account, or who don't intend to register repositories with Codacy
- Scenarios requiring generic static analysis or security scanning independent of the Codacy platform
- Restricted environments where Node.js/npx or the Codacy CLI cannot be installed
| - 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)
| - Scenarios where you don't want the assistant to have write access to repos (enable only read-only toolsets)
- Environments with strict network isolation for private repos that can't reach the official remote endpoint
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| Required permissions | - Accesses organizations and repositories the user has permission to on Codacy, via the CODACY_ACCOUNT_TOKEN personal account token
- Reads repository analysis results, issues, coverage, security findings, and pull request data
- Executes the Codacy CLI locally to analyze code on the filesystem (attempts automatic installation of the CLI)
| - 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
| - A personal access token (PAT) or OAuth App token; effective scope depends on the token's own permissions
- Enabling toolsets like actions/issues/pull_requests grants write access — request tokens on a least-privilege basis
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| Risks and side effects | - CODACY_ACCOUNT_TOKEN is a sensitive credential; if leaked it could grant access to all Codacy organizations and repositories tied to the account
- codacy_cli_analyze installs and runs the Codacy CLI locally, which involves executing a third-party binary
- Security-related tools (SRM items) surface repository vulnerability and secret-scanning results, so access and downstream handling should be controlled
- The server depends on network access to the Codacy API; misconfigured credentials could expose data to unintended clients
| - 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
| - Write toolsets (creating/merging PRs, triggering workflows) can cause accidental changes if the token is overscoped — try a read-only toolset first
- In hosted mode, credentials travel via the Authorization header — make sure the client-to-api.githubcopilot.com connection is trusted
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| Supported clients | Claude Desktop, Cursor, Windsurf, VS Code (Copilot) | Claude Code, VS Code, Cursor, Cline, Amp | Claude Desktop, Claude Code, VS Code, Cursor, Windsurf, JetBrains, Zed, Amp |
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| Tools | 23 | 2 | 15 |
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