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MCP servers tagged code-analysis

254 live MCP servers tagged "code-analysis", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with code-analysis.

254
live servers
40
avg trust
128K
most stars
51

Giulia

A persistent, local-first AI development daemon built in Elixir/OTP. AST-level code intelligence, Property Graph, runtime BEAM introspection, and semantic search — all via a 80+ e…

44
52

Remembrallmcp

Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.

★ 35
39
53

Remembrallmcp

roboticforce

Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.

★ 35updated 2 months ago
39
54

CodeRAG

JonnoC

Advanced graph-based code analysis for AI-assisted software development

★ 28updated a year ago
39
55

Codegraph Rust

sunerpy

Deterministic tree-sitter + SQLite/FTS5 code knowledge graph for coding agents and developers: symbols, calls and dependencies over a CLI, an MCP server and a local browser viewer…

★ 14updated 3 days ago
39
56

Axiomcodegraph

AxiomCodeAI

Turn any codebase into a knowledge graph grounded in formal methods. Your AI agents get exact answers for any code-related task, ensure correctness, and optimize time and token us…

★ 13updated 6 days ago
39
57

Codegraph

cognitx-leyton

🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher

★ 12updated 3 months ago
39
58

hi-ai

git+su-record

Model Context Protocol based AI development assistant with 35 specialized tools featuring Knowledge Graph memory, session context auto-injection, and code dependency analysis

39
59

Kimi Code MCP

MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase analysis to Kimi, save 90% on token costs. Session caching, parallel agents, TypeScript.

39
60

Nomik

Nomik is an AI-native code intelligence graph. It transforms your codebase into Neo4j and connects directly to AI agents via MCP.

39
61

Ops Codegraph Tool

Code intelligence CLI — function-level dependency graph across 11 languages, 30-tool MCP server for AI agents, complexity metrics, architecture boundary enforcement, CI quality ga…

39
62

Gortex

High-performance code intelligence engine that indexes repositories into an in-memory knowledge graph and exposes it via CLI, MCP Server, and web UI. Built for AI coding agents -…

39
63

Dosai

Dotnet Source and Assembly Inspector (Dosai) is a tool to list details about the namespaces and methods from sources and assemblies.

39
64

Showsignature

A CLI that extracts the useful structure from source files: signatures, imports, types, variables, comments, and Markdown sections.

39
65

Synaptic

Auditable code intelligence for AI agents - map dependencies, predict change impact, select the right tests, and verify refactors before they ship.

39
66

Codeclone

Deterministic Structural Change Controller for AI-assisted Python development

39
67

Codomyrmex

Modular Python 3.11+ coding and agent platform — 130 modules spanning LLM agents (13+ providers), graph RAG, static analysis, git ops, cloud and container deployment, all exposed…

39
68

Luvv MCP

Luvv-MCP 是一个 AI 原生的前端安全分析引擎,接入 Claude Code 后,你说一句"帮我审计这个网站",AI 就能自动完成技术栈识别(1.8 万条规则覆盖 CMS/框架/CDN/中间件)、泄露扫描(阿里云 AK、GitHub Token、Webhook、JWT 等 60+ 类敏感信息)、漏洞审计(XSS、开放重定向、CSRF、IDO…

39
69

ScalaSemantic

MCP server for deep semantic analysis of Scala via SemanticDB — exact find-usages, class hierarchies, implicit resolution & call paths for AI coding agents like Claude Code. Beyon…

39
70

Bsl AI Toolkit

AI-first разработка на 1С:Предприятие 8.3 — скиллы, правила, MCP-серверы и byte-perfect движок правки метаданных для AI-агентов (Claude Code, Cursor, Copilot, Gemini…). AI работае…

39
71

Mastermind

Local-first codegraph for safer AI-assisted changes. Trace architecture, impact, tests, policies, and evidence without uploading your repository.

39
72

Opcore

The robustness engine for AI coding agents. A local Rust code graph gives an agent repo-wide understanding, a validation gate that runs before an edit lands, and safe symbol-aware…

39
73

Hotcross

Local static code graph persistence for AI agents

39
74

LiveReview

Blast-Radius Aware AI Code Review for Business-Critical Systems

39
75

Code Intel Pipeline

Local code-intelligence pipeline for AI coding agents: architecture maps, hotspots, change impact, and structural regression gates before the agent edits. Rust core, powered by rg…

39
76

UnityAssetDB

🗄️ Every Unity asset reference in one queryable database. Rust + SQLite + tree-sitter. CLI + Web UI + MCP server.

39
77

Codeatlas

🗺️ AI-powered code analysis for VS Code, Cursor & Windsurf — MCP server with 10 tools + persistent AI memory across conversations. TypeScript, JavaScript, Python, PHP.

★ 2
37
78

Purescript MCP Tools

A Model Context Protocol (MCP) server providing PureScript development tools for AI assistants

37
79

Repo Lens

MCP server for multi-repository AST-based symbol search and API route discovery

37
80

Sonarlint MCP Server

MCP server providing SonarLint code analysis for Claude Desktop and other MCP clients

37
81

Rails Insight

Rails-aware codebase indexer — MCP server for AI agents

37
82

Dev Agent

Deep code intelligence + AI subagents via MCP. Local-first semantic code search, GitHub integration, and development planning for AI tools like Cursor and Claude Code.

37
83

Project Graph

MCP server for AI agents — project graph, code quality analysis, visual web explorer. JS, TS, Python, Go.

37
84

Go Arch Xray

Model Context Protocol server for static analysis of Go codebases (call graphs, import graphs, interface topology, struct lifecycle, endpoints, maintainability metrics, and repo-a…

37
85

Agent Runbook

MCP server for agent-runbook-generator — Model Context Protocol tool registry

37
86

Testforge

TestForge MCP Server — AI-powered testing in your IDE. Analyzes code for security, unit tests, load, accessibility, vision alignment, scope coverage, and stack quality.

37
87

Codeatlas MCP Server

Local-first MCP server for AI-powered codebase intelligence — AST analysis, dependency graphs, and semantic search. Your source code never leaves your machine.

37
88

Vibe Splain

Static-analysis dossier engine for codebases: Tree-Sitter powered architectural analysis and interactive UI. Language-agnostic core, optimized for TypeScript/JavaScript.

37
89

Pi Shazam

Pi coding agent native codebase awareness toolkit — 9 structural analysis tools. Also supports MCP (Cursor, Claude Desktop, Windsurf, etc.)

37
90

Ast Outline

MCP server for ast-outline - a tree-sitter-based CLI that provides structural code outlines, digests, symbol extraction, and AST-aware grep

37
91

Core

denisbilli

Deterministic CLI and library that analyzes a web application repository and reports how far it is from production-ready for the kind of product it is meant to be.

updated 16 days ago
37
92

Server

ALCops

MCP server that brings ALCops AL code analyzers to AI assistants like Claude and Cursor

★ 8updated 14 days ago
34
93

Arbor

nikita-voronoy

Code navigation MCP server. Fits your entire codebase into an LLM context.

★ 7updated 6 months ago
34
94

Standardoc Index

StandarX-miralabs-tech

Open-source, language-agnostic documentation tooling that bridges code and docs. Built for humans, LLM agents, and dev workflows.

★ 5updated 5 months ago
34
95

Arch Viewer

axumquant

MCP-native architecture viewer with AI-powered codebase analysis. Scans any codebase, generates interactive diagrams, persists to Neo4j knowledge graph, exposes 17 MCP tools for C…

★ 5
34
96

Onec Vecgraph

Ailirag

onec-lite: локальный MCP-сервер для анализа кода и метаданных 1С — BSL, граф вызовов, FTS5, справка платформы, XML/EDT и расширения, без Neo4j и GPU. Также режим onec-vecgraph с N…

★ 5
34
97

TokenJar

Farukes

Zero-cost token optimization engine for AI coding assistants (Claude Code, Cursor, Antigravity, Windsurf). Saves 70-95% tokens via AST skeletons, differential cache, and line slic…

★ 5updated 12 days ago
34
98

Engram

bobaba76

Local-first code intelligence and MCP-native review engine for Python and TypeScript repositories

★ 5updated 2 months ago
34
99

Ziplex

taerim0

A tool that converts local projects into structured contexts that AI can understand instantly

★ 5updated yesterday
34
100

Intentweave

intentweave

Semantic knowledge extraction for code and docs — CARI local index + LLM knowledge graph

★ 5updated 17 hours ago
34
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