Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages. Features CLI, MCP server, WEB dashboard and interactive REPL.
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Coco Search is an MCP server that local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages. Features CLI, MCP server, WEB dashboard and interactive REPL. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 59/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"coco-search": {
"args": [
"cocosearch"
],
"command": "uvx"
}
}
}Are you the author?
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Typical code RAG splits files into chunks that break across function and class boundaries, losing the structure that makes code meaningful. CocoSearch preserves it — CocoIndex and Tree-sitter provide syntax-aware chunking that keeps functions, classes, and config blocks intact; search results expand to enclosing scope boundaries via Tree-sitter AST; grammar handlers split infrastructure configs at domain-aware boundaries (Terraform resources, CI/CD jobs, Compose services); and a dependency gra
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
uvx 'cocosearch' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
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No known CVEs.
Checked cocosearch against OSV.dev.
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