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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.
ellmos-ai/ellmos-codecommander-mcp
focused MCP server for code analysis, JSON repair, encoding fixes, and import organization across local projects.
wei9072/aegis
emits BLOCK / WARN / PASS verdicts, never coaches the agent.
Constellation Claude
Codebase Understanding for Claude Code
srinivasan-sundaresan95/orihime
reading baseline. `pip install orihime`
Cgx
Turn any Git repo into a queryable knowledge graph. Tree-sitter + git history + DuckDB + WebGL graph. MCP server for Cursor & Claude Code.
Glyphtrail
Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structural code search, dependency impact, blast-radius analysis, CLI and MCP server.
Rust Doctor
Scan, score, and fix your Rust code — clippy + cargo-audit + cargo-deny + 19 custom rules unified into one 0–100 health score. CLI · MCP server · GitHub Action.
kannajune/mcp-architect
architect`.
Codeboarding MCP
Living architecture docs as an MCP server - no-LLM drift detection + on-demand CodeBoarding maps for any repo.
SemanticSourceCode
Search your C# codebase by meaning, not keywords. 100% local - Ollama embeddings + SQLite vectors + MCP server. No cloud, no telemetry.
DevContext2
Point it at any .NET repo and get a map you can trust — every edge cites file and line. Roslyn code graph with Map + Trace views, LLM context packs, MCP server. Tauri + Angular.
Deepcontext
MCP server enabling symbol-aware semantic search in Claude Code
Codewalk
AI-powered codebase onboarding tool — point it at any repo and ask questions about the code. Uses tree-sitter parsing, RAG, and local LLMs.
SeekMoney AI
🔍 Discover user pain points on social media with AI-driven clustering and analysis for targeted business opportunities and product ideas.
Springgraph
Spring Cloud code knowledge graph and MCP server for AI coding agents
Project Managment MCP Server
Akıllı Dosya ve Proje Yönetim MCP Server - AI asistanlarının proje analizi, kod metrikleri, dokümantasyon ve Git işlemlerini yönetebileceği kapsamlı bir Model Context Protocol (MC…
Codeloom
Your AI agent's codebase map. Local-first, hybrid-search code graph for 51+ languages & formats. MCP server. 100% private.
Sonic Boom
🔍 Sonic-Boom: A CLI and MCP server that visualizes project logic, architectural debt, and code anomalies as frequency patterns. Surgical code auditing via the "Sonic Code" paradig…
Celeste For Claude
Claude Code skills for Celeste CLI — graph-based code review, semantic search, dependency analysis via MCP
Shark Security Lab
Reference MCP security lab: toxic tool metadata, multi-server mcp.json harness for static scan, localhost AAuth fixtures, YARA (OWASP Agentic ASI01–ASI10). Stress-test MCPShark an…
Drydock
Agentic toolchest for deconstructing codebases. MCP server + CLI analyzers for boundaries, dependencies, interfaces, and code maps. Pure Python, zero deps.
AI Architect MCP
Autonomous software engineering pipeline for Claude Code: 11 stages, 64 verification rules, 17 codebase intelligence tools, 5 science-backed git analytics. Findings → PRD → verifi…
Structured Repo Context MCP
MCP server for semantic code search and codebase analysis — AST parsing, Tree-sitter, embeddings and vector search for AI assistants and LLMs
Codebase Agent MCP
A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with related context-providing MCP servers, to a lo…
Provenlens
Personal pre-indexed code knowledge graph for Java, Ruby, TypeScript and JavaScript — a call graph plus nine string-binding plugins for the wiring a call graph structurally cannot…
Code2Database
Scan C/C++/Go/Python/Java/Rust/etc. codebases and generate directed call graphs with call ordering, conditions, conditional compilation paths, concurrency analysis, and confidence…
Graphia
Fast native code graph & repository intelligence engine. 16-language Tree-sitter parser, interactive browser UI, MCP server, and Obsidian vault exporter for AI coding agents.
Claude Graph
Local-only knowledge graph of your codebase for Claude Code — Tree-sitter + SQLite + MCP, zero network calls ever
Kernava MCP
Graph-backed coding intelligence MCP server in Rust. tree-sitter parsing (11 languages), SQLite-WAL + FTS5, in-RAM call graph, Louvain communities. 16 MCP tools over streamable HT…
Context AI MCP Server
A comprehensive MCP server that enhances AI capabilities with rich workspace context, code analysis, and smart prompts
Repo Ctx
MCP-Server: searchable access on every Git repo for AI assistans - Symbols, dependency graps, architecture analysis for 12 languages
Vingularity Protocol
Vingularity Protocol — Map everything. Connect everything. Understand everything. MCP Server + CLI by VLTRN. Best used with Carbon[6] OiS.
Code Ast MCP
A Python AST Model Context Protocol (MCP) server for codebase architecture inspection, symbol search, import dependency mapping, and docstring coverage auditing.
Sanjaya
Local-first codebase discovery for AI agents, with precise navigation and verifiable evidence.
Standardoc
Convert code into a queryable knowledge graph for humans and AI agents using live AST indexing for LSP and MCP.
Context Optimizer
Reduce Claude AI token consumption. Zero install to start. Python 3.7+ for auto-manifest generation.
Code Nexus
A Rust-based code relationship management tool using MCP protocol. Organize and understand code structure through tags, comments, and relationships with advanced query capabilitie…
Logicstamp MCP
MCP server for LogicStamp - exposing deterministic architectural context to AI assistants.
Pharaoh MCP
Codebase intelligence MCP server — gives AI agents full architectural awareness through 19 analysis tools. Maps codebases into queryable knowledge graphs.
Sourcepath
Maps source repositories into inspectable RDF knowledge bundles — files, imports, ASTs, symbol xrefs, and a SKOS concept graph — SHACL-validated, with mechanically derived facts k…
Go Gemini
🚀 A powerful MCP (Model Context Protocol) server built with Go, integrating Google Gemini AI for advanced text generation, code analysis, translation, and more.
Codetrellis Matrix
Open-source project awareness engine for AI coding tools via compressed codebase context, MCP, and editor integrations.
Claude Code Devkit
Claude Code plugin for codebase archaeology: a custom Python MCP server, sub-agent, slash command, skill, and safety hooks for exploring and documenting any Python repo.
CodeMax
The full-stack MCP that bridges frontend and backend analysis — sees what single-side tools miss.
Claude Cartography
Give Claude Code a map, not a guess — code and docs as one knowledge graph, with 4 analysis tools auto-routed by question type. Docs in Japanese.
Git Historian
MCP server for git archaeology - churn hotspots, blame summaries, bus factor, commit forensics and file history over any local repository
GoCallTracer
Powerful AST-based Go code analyzer that traces function dependencies and integrates with AI assistants via MCP protocol.
AI Development Tools MCP
8 specialized MCP servers for AI-assisted development: code analysis, semantic refactoring, test running, documentation validation, critique-refine, code graph, memory, and GitHub…
Graphsift
Token Saver for Claude, GPT-5 & Gemini. 80-150x code context reduction, F1 0.85. AST dependency graph, ranked context selection, 19 CLI compressors, MCP server, agent memory. Save…
Codebeacon
Source code AST analysis and AI context generation — unified multi-framework knowledge graph for Claude Code, Cursor, and MCP