jgravelle/jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Excellent Security
Security ScoreA+
Vulnerabilities Found
Quality ScoreD
Maintenance55
Popularity51
Documentation19
Available Documentation
Compatibility67
Features
Agentic MCP Risk Intelligence
MCPSafe checks risks unique to AI-connected MCP servers — prompt surfaces, model-controlled tools, credentials, filesystems, and network reachability.
The current scan did not find prompt-injection, agent command, exfiltration, unbounded filesystem, or MCP SSRF patterns.
Tool metadata can steer or hijack AI clients before a user invokes the tool.
Model-selected tool arguments can reach shell/process execution.
Tool context combines credential access with outbound network capability.
AI-controlled paths may access files outside the intended workspace.
AI-controlled URLs may reach local, metadata, or internal network services.
Vulnerabilities(0)
No security vulnerabilities detected. This server has a clean security record.
README
No README available for this server.
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[](https://mcpsafe.org/registry/jgravelle-jcodemunch-mcp)Server Information
- Source
- GITHUB
- Language
- python
- License
- NOASSERTION
- Added
- Jul 27, 2026
- Updated
- Jul 27, 2026