AI coding agents spend most of their token budget *finding* code before they can *work on* it. They grep, read files, grep again, backtrack. On a
AI coding agents spend most of their token budget finding code before they can work on it. They grep, read files, grep again, backtrack. On a large codebase the
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 |
|---|---|
| explore | Explore project structure: metadata, subprojects, files grouped by directory |
| search | Unified full-text search across symbols, files, and texts (FTS5, BM25-ranked) with scope/kind/path/project filters |
| get_file_symbols | List all symbols in a file |
| get_children | Get children of a class/module |
| get_callers | Find all places that call or reference a symbol |
| get_callees | Find all symbols that a function/method calls |
| flush_index | Flush pending index changes to disk |
{
"mcpServers": {
"codeix": {
"command": "codeix"
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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.
MCP server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git.
A Model Context Protocol (MCP) server that integrates with [Freesound.org](https://freesound.org), enabling AI agents to search and discover audio
An MCP server for gitingest that provides access to Git repository analysis through the Model Context Protocol (MCP). This server leverages the
unofficial SDK for MCP servers in Rust