MCP AST Explorer runs on your own machine — the client starts it, so there is no endpoint to ping. 65 installs a week from pypi. Last commit 3 Jul 2026.
Python symbol exploration for codebase onboarding agents.
Today is the operative word: we check MCP AST Explorer every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add mcp-ast-explorer -- uvx mcp-ast-explorer
{
"mcpServers": {
"mcp-ast-explorer": {
"args": [
"mcp-ast-explorer"
],
"command": "uvx"
}
}
}
[mcp_servers.mcp-ast-explorer]
command = "uvx"
args = ["mcp-ast-explorer"]
{
"mcpServers": {
"mcp-ast-explorer": {
"args": [
"mcp-ast-explorer"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"mcp-ast-explorer": {
"args": [
"mcp-ast-explorer"
],
"command": "uvx"
}
}
}
Persistent Python sandbox for token-efficient codebase exploration in MCP clients
Local-first codebase intelligence MCP server for AI coding agents.
Scan any codebase, generate CONVENTIONS.md, expose conventions as MCP tools for AI agents.
Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
Shared memory for coding agents. Stop re-explaining your codebase every session.
Semantic code graph MCP server for coding agents
Evidence-traced codebase understanding and security scanning for AI agents over MCP.
Lightweight coordination layer for multiple AI agents working on the same codebase simultaneously.
Answers built from our own checks of this server.