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MCP servers tagged code-analysis

87 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.

87
live servers
50
avg trust
10.0K
most stars
1

Skill Seekers

yusufkaraaslan

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

★ 10.0Kupdated 6 months agoMIT
97
2

Code Graph RAG

vitali87

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

★ 2.0Kupdated 6 months agoMIT
97
3

wonderwhy-er/DesktopCommanderMCP

wonderwhy-er

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

★ 5.6Kupdated 6 months agoMIT
92
4

Roam Code

Cranot

Architectural intelligence layer for AI coding agents. Structural graph, architecture governance, multi-agent orchestration, vulnerability mapping. 139 commands, 101 MCP tools, 26…

★ 354updated 6 months agoMIT
88
5

Deep Code Reasoning MCP

haasonsaas

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

★ 102updated 6 months agoMIT
85
6

Medusa

Pantheon-Security

AI-first security scanner with 76 analyzers, 4,000+ detection rules, 508 FP filters (96.8% reduction), and 133 CVE detections for AI/ML, LLM agents, and MCP servers

★ 172updated 6 months agoAGPL-3.0
80
7

Gm

AnEntrypoint

wanna develop an app ❓

★ 122updated 6 months agoMIT
80
8

st3v3nmw/sourcerer-mcp

st3v3nmw

MCP for semantic code search & navigation that reduces token waste

★ 107updated 9 months agoMIT
77
9

Napi

nanoapi-io

Software architecture tooling for the AI age

★ 296updated a year agoNOASSERTION
75
10

Fossil MCP

yfedoseev

The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.

★ 46updated 6 months agoApache-2.0
75
11

SimplyLiz/CodeMCP

SimplyLiz

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

★ 69updated 6 months agoNOASSERTION
74
12

Sdl MCP

GlitterKill

SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.

★ 64updated 6 months agoNOASSERTION
74
13

Codeprism

rustic-ai

An experimental, 100% AI-generated, high-performance code intelligence server providing AI assistants with a graph-based understanding of codebases.

★ 19updated 6 months agoNOASSERTION
72
14

Archmcp

dejo1307

archmcp - MCP Architectural Snapshot Server and Knowledge Graph

★ 17updated 6 months agoMIT
72
15

rushikeshmore/CodeCortex

rushikeshmore

Persistent codebase knowledge layer for AI agents. Pre-digests codebases into structured knowledge and serves via MCP. 27 languages, 14 tools, ~80% fewer tokens.

★ 1updated 6 months agoMIT
70
16

Cie

kraklabs

Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)

★ 12updated 6 months agoAGPL-3.0
67
17

Vulcan File Ops

n0zer0d4y

A Security-centric MCP Server providing enterprise-grade filesystem powers to AI assistants—read, write, edit, and manage files with comprehensive CVE protection and user-controll…

★ 9updated 6 months agoMIT
67
18

Athena Protocol

n0zer0d4y

An AI tech lead in server form—this intelligent MCP agent validates your coding agent's strategy, analyzes impact, and catches critical issues before any code is written. Like hav…

★ 6updated 8 months agoMIT
64
19

Graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local determi…

64
20

hyperb1iss/lucidity-mcp

hyperb1iss

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured pro…

★ 80updated a year agoApache-2.0
62
21

Roberto MCP

kensave

Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.

★ 7updated 11 months agoNOASSERTION
62
22

vezlo/src-to-kb

vezlo

Convert source code to LLM ready knowledge base

★ 29updated 8 months agoNOASSERTION
61
23

Smart-AI-Memory/empathy-framework

Smart-AI-Memory

Combining a five-level AI framework with git-native memory overcomes session amnesia, enabling anticipation of problems weeks early. Production results: 2000x cost reduction, 10x+…

★ 11updated 7 months agoApache-2.0
61
24

Code Buddy

Abhi-vish

Your AI-powered coding companion for Claude Desktop. MCP server with 23+ dev tools for file operations, git integration, code analysis, and more. Works with any project on your sy…

★ 6updated 8 months agoMIT
61
25

Coverity Connect MCP

keides2

Model Context Protocol server for BlackDuck Coverity Connect static analysis platform

★ 6updated 8 months agoMIT
61
26

Auditor

Release channel for TheAuditor — see blog.theauditortool.com

59
27

Multilspy

multilspy is a lsp client library in Python intended to be used to build applications around language servers.

59
28

pzalutski-pixel/sharplens-mcp

pzalutski-pixel

Roslyn-powered MCP server for AI-driven C# semantic analysis, refactoring, and code generation

★ 8updated 7 months agoNOASSERTION
56
29

Code Firewall MCP

egoughnour

A structural similarity-based code security filter for MCP (Model Context Protocol). Blocks dangerous code patterns before they reach execution tools by comparing code structure a…

updated 7 months agoMIT
56
30

Ecosystem Platform

turtir-ai

🚀 Ultimate Developer Productivity Suite - 11 specialized MCP servers for AI-powered code analysis, security scanning, browser automation, and workflow orchestration. FastAPI + Rea…

★ 8updated a year agoMIT
55
31

Jadx MCP Server

Qtty

A Pure-Java MCP Server for JaDX Android Reverse Engineering Tool

★ 13updated a year ago
54
32

Corbell

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

52
33

Gm Exec

wanna develop an app ❓

52
34

ContribAI

Autonomous AI agent that contributes to open source — discovers repos, analyzes code, generates fixes, and submits PRs

52
35

Devtools Debugger MCP

🔍 Debug Node.js applications easily with this MCP server, enabling AI assistance for breakpoints, variable inspection, and runtime analysis using Chrome DevTools.

52
36

Ckb

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

52
37

ozgurcd/gograph

aware structural repository graph engine and MCP server designed for AI agents. Understands Go struct embeds, public API surfaces, SQL queries, and error mapping to give agents in…

52
38

Codeseek

Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as nativ…

52
39

1c

MCP server for 1C:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 9 tools.

44
40

Spec Gen

Automate the reverse-engineering of your codebase into structured OpenSpec specifications using static analysis and LLM-powered generation to extract business logic, verify archit…

44
41

PhpCodeArcheology/PhpCodeArcheology

PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git…

44
42

Stacklit

One command gives AI agents instant codebase context. ~250 tokens replaces 50,000+ tokens of exploration. Auto-configures Claude Code, Cursor, Aider.

44
43

Enola

enola - MCP Architectural Snapshot Server and Knowledge Graph

44
44

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
45

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
46

Nomik

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

39
47

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
48

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.

39
49

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
50

Dosai

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

39
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