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io.github.maroondlabs/sourcebook

Live codebase intelligence for AI agents: conventions, blast radius, import graphs, git insights.

50poor
▣ Score BreakdownMCPScore = Σ(raw × weight)
DimensionRawWeighted
Security
35%
100
35.0
Freshness
25%
30
7.5
Adoption
20%
0
0.0
Quality
10%
20
2.0
Trust
10%
50
5.0
Total
49.5
⚿ Capabilities & Risk Explainer
fs readfs writenetworkexecsecrets
◆ Risk level: high· 8 tools · auth: API key
fs read + fs write + network + exec + secrets active — can execute code, access credentials, and make external network calls.
Tool nameDescriptionDestructive?
analyze_codebaseRun a full sourcebook analysis on the codebase. Returns the complete ProjectScan including detected languages, framework✓ no
get_file_contextGet context for a specific file: its importance score (PageRank), what imports it, what it imports, which conventions ap✓ no
get_blast_radiusDetermine what could break if you edit a given file. Returns direct dependents (files that import it), co-change partner✓ no
query_conventionsReturn all detected conventions and patterns in the codebase: import styles, error handling, naming conventions, framewo✓ no
get_import_graphGet import relationship data: hub files (most depended-on), circular dependencies, dead code candidates, and file import✓ no
+3 more tools
get_git_insightsGet insights mined from git history: fragile files (high churn), reverted commits (failed approaches to avoid), active d✓ no
get_pressing_questionsGet the most important things to know before editing a specific file or area of the codebase. Combines blast radius, con✓ no
search_codebase_contextSearch across all analyzed context (findings, conventions, structure, frameworks) by keyword. Returns matching findings ✓ no
⚙ Install config
Source-only — no published npm / pypi package detected.
Clone and follow the build instructions in the repo: github.com/maroondlabs/sourcebook
📈 Score historylast 15 snapshots
5/25/20266/6/2026 · 15 snapshots
⚙ Maintenance health
45/ 100 · is this project alive?
contributors (1y)1
top contributor share100%
releases (1y)2
last release58d ago
ci✓ passing
⛁ Raw data
weekly downloads0
github stars0
forks0
open issues0
license✗ missing
readme length0 chars
last updated13d ago
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io.github.maroondlabs/sourcebook — MCP Score: 50/100 | MCPScore | Timeahead