A server for semantic code search and context generation across public and private repositories using LLMs.
A server for semantic code search and context generation across public and private repositories using LLMs.
Evidence from your local workspace and external sources (GitHub repos, PRs, npm). One toolset: ripgrep + AST search, trees, precise reads, and LSP - as a CLI or MCP server, backed by a Rust engine for fast, token-efficient results across single files or mega-repos.
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| ghSearchCode | Code and path search across GitHub by owner, repo, path, filename, extension, and match filters. Accepts 1 to 5 parallel queries. |
| ghGetFileContent | Read a GitHub file or region: full file, line range, match slice, or paginated chars. |
| ghViewRepoStructure | Browse a repository's directory tree, plus opt-in repo enrichments. |
| ghSearchRepos | Discover repositories by keywords, owner, topic, language, stars, updated, license, visibility. |
| ghSearchPullRequests | Search pull requests, or deep-read one PR: files, patches, comments, reviews, commits. |
| ghSearchIssues | Search issues, or read one issue's body and comments. |
| ghSearchCommits | Walk a repo's commit history, or compare two refs (base+head). |
| ghListReleases | List releases + latest, with opt-in assets. **Opt-in** (ENABLE_RELEASES=true). |
| ghSearchDiscussions | Search a repo's Discussions (Q&A, RFCs, announcements) via GraphQL. **Opt-in** (ENABLE_DISCUSSIONS=true). |
| ghCloneRepo | Clone a repo or sparse subtree into the local cache for local/LSP analysis. **Opt-in** on MCP (ENABLE_CLONE=true; CLI on by default). |
| localSearchCode | Local code/text search returning file and line anchors. mode:"structural" runs Octocode AST shape queries (pattern or rule). |
| localViewStructure | Browse a local directory tree: depth, filters, pagination, metadata. |
| localFindFiles | Find local files and directories by name, path, regex, extension, size, time, permissions, type. |
{
"mcpServers": {
"github-com-bgauryy-octocode": {
"command": "npx",
"args": ["-y", "octocode"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Use Microsoft’s Playwright MCP server to navigate pages, inspect accessibility snapshots, fill forms and capture browser screenshots.
Connect GitHub MCP to repositories, issues and pull requests with GitHub’s hosted service or a locally run server.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Search Linear issues and projects, inspect work context and manage updates through Linear’s hosted MCP server with OAuth.