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MCP server · Developer Tools

Code Explorer

by · github.com/kilqwe/MCP-Code-Explorer

Ontology-driven codebase indexer and query service. Parses C#, TypeScript/JS, Go, Python, and SQL into an embedded graph database. Exposes Model Context Protocol (MCP) tools for AI agents to perform deep static analysis, cross-project call-graph tracing, and data lineage mapping.

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Scored 15 days ago · breakdown

About Code Explorer

Code Explorer is an MCP server published by kilqwe in the Developer Tools category: ontology-driven codebase indexer and query service. Parses C#, TypeScript/JS, Go, Python, and SQL into an embedded graph database. Exposes Model Context Protocol (MCP) tools for AI agents to perform deep static analysis, cross-project call-graph tracing, and data lineage mapping.

The repository has 1 stars and 0 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/kilqwe/MCP-Code-Explorer

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (14)

analyze_git_changesMaps `git diff` hunks to the functions and methods containing them.

Parameters not published.

analyze_github_repoDownloads a public GitHub repository zip into `repos/` so the other tools can analyze it.

Parameters not published.

find_dead_codeFlags functions whose name appears only once across the workspace. **Unreliable — see Known Limitations.**

Parameters not published.

generate_churn_heatmapCommit frequency × file size (LOC). Must be run from the repository root.

Parameters not published.

get_function_sourceExact source of one named function or method (`Class.method`).

Parameters not published.

get_importsImport statements from a Python file, deduplicated. Python only.

Parameters not published.

get_outlineFunction and class signatures with line ranges for one file. Names and parameters only — no return types or docstrings.

Parameters not published.

get_project_configDetects framework, dependencies, config files, and build/CI setup deterministically.

Parameters not published.

pingConnection smoke test.

Parameters not published.

read_fileRaw file text, path-bounded to the project root.

Parameters not published.

Show all 14 tools
scan_directoryRecursive walk with noise pruning (`.venv`, `node_modules`, `.git`, caches). Returns an outline per Python/JS file plus a flat list of other files. Unpaginated.

Parameters not published.

score_complexityCyclomatic complexity per function, by counting decision nodes. Python only.

Parameters not published.

search_codeRegex search across code files. Always case-insensitive; capped at 20 matches per file.

Parameters not published.

search_symbolsSubstring match on function and class names, by parsing the tree via `scan_directory`.

Parameters not published.

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Questions

About Code Explorer

How do I install Code Explorer?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Code Explorer safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Code Explorer still maintained?

Yes — the last commit was a month ago. The repository has 1 stars and 0 forks.