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MCP servers tagged codebase-analysis
20 live MCP servers tagged "codebase-analysis", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with codebase-analysis.
Awesome Code Docs
203 deep-dive tutorials for AI agents, LLM frameworks, coding tools, MCP, and open-source developer platforms
OpenLore
openlore provides persistent architectural memory for AI coding agents by turning codebases into queryable knowledge graphs featuring static analysis, living specs, automated drif…
Skene
Product-Led Growth (PLG) analysis toolkit that detects tech stacks, plans growth loops and builds the loop iteratively.
Infigraph
AST-powered code intelligence engine. Graph database + hybrid semantic search for 62 languages. Zero LLM dependency. Runs locally.
server
MCP server that refines your coding prompts with real codebase context before your AI agent acts on them.
Sourcebridge
SourceBridge.ai — Understand any codebase, fast. A codebase field guide and context layer for unfamiliar systems.
Pi Shazam
Pi coding agent native codebase awareness toolkit — 9 structural analysis tools. Also supports MCP (Cursor, Claude Desktop, Windsurf, etc.)
Graphiquest
Local-first 3D knowledge-graph dashboard for codebases. Built on Graphify. Explore repos in Hivemind, run Hunter audits, trace nodes, and query graph context with Claude Code.
Automatised Pipeline
Codebase intelligence as an MCP server — tree-sitter AST → LadybugDB graph → Louvain communities → hybrid BM25 + TF-IDF + RRF search. 23 tools · 10 stages · 220 tests · Rust · Cle…
Open Mind MCP Server
MCP server that exposes Open Mind's verification-first codebase context to AI agents — glossary, architecture, flows, and claim validation, with file:line evidence for every answe…
Jarvis Index
Public distribution surface for jarvis — local-first code intelligence MCP server (SCIP navigation + Zoekt search). Installer, Claude Code / Codex / Cursor plugins, and prebuilt b…
Engineering Assistant
Local-first AI assistant for exploring and understanding codebases. Powered by Ollama and MCP (Model Context Protocol). 100% private - runs entirely on your machine.
Saas Audit
Tell a Next.js codebase's claims from its behaviour: Prisma models nothing queries, env vars nothing reads, locales that drifted. CLI + MCP server for coding agents. Zero dependen…
Project Vectorizer
A CLI tool that vectorizes codebases, stores them in a database, tracks changes, and serves them via MCP (Model Context Protocol) for AI agents like Claude, Codex, and others.
GraphCore
GraphCore is an offline web tool that turns your JavaScript and TypeScript code into an interactive visual map so you can easily understand your project architecture and see what…
Codebase Archaeologist
MCP server + CLI that reverse-engineers institutional knowledge from any codebase
Meshmind
A single MCP server merging local codebase mapping, recency research, and token compression for AI agents.
Ddev Codebase Memory MCP
Codebase knowledge graph for your project in DDEV — MCP server for AI coding agents, plus a browsable graph UI.
Painpoints
Find the architectural pain points in any codebase. Scores every file on layering, complexity, data access, failure handling, UI cost and trust-boundary risk against Google, Amazo…
inth3shadows/runecho
the same code produces the same answer. Parsers for Go, Python, JS/TS, Rust, Ruby and shell. `bash install.sh`