Code intelligence MCP servers

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

AI design system scanner + mcp server. Scores repos 0-100, writes fix prompts. 27K+ npm downloads.

MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review

Code review for your own machines and your own agents. Reviews live where the code does — reached over SSH, WSL or your own tailnet. Desktop app or just a browser tab. No server, no account.

Persistent memory for AI coding agents via MCP: a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter and Gemini Flash into Neo4j via Graphiti. 14 MCP tools, hierarchical clusters, three-regime confidence decay.

High-performance MCP server for AI coding agents: persistent knowledge graph, blast radius analysis, semantic search. Built in Rust.

🤖 Enable AI code generation using the Code Execution MCP Server, integrating large language models with the Model Context Protocol for seamless tool use.

Validate MCP servers by inspecting tools, schemas, and resource URIs to identify security risks before connection.

One format, two readers. People and AI agents now co-write the same document. Legible for people; addressable, verifiable, and versioned for machines. GEML is plain text — organized by one typed block for everything, remembered by a .gemlhistory sidecar.

IAB VAST, VMAP, and DAAST validator. Hosted MCP at https://vastlint.org/mcp (auth none).

🚇 A plugin-based MCP server for React Native runtime debugging, inspection, and automation. Connects to Metro bundler via Chrome DevTools Protocol — no app code changes needed for most features.

Runs your request on coding agents (Claude Code, OpenCode) and returns an answer whose every citation is checked against a pinned commit. CLI, HTTP and MCP.

Paste a developer error, get the real cause and the fix. Offline, zero-dependency explainers for CORS, ESM/CJS, npm ERESOLVE, ChunkLoadError, Postgres/Supabase DATABASE_URL and Next.js build errors.

CLI, MCP and TS library that turns source code into a map of files, symbols, references, and dependencies using tree-sitter.

Strip AI tells from text: em-dashes, slop words, and stock phrases, in one deterministic local pass. CLI, GitHub Action, Obsidian plugin, and MCP server.

Carrot auto-writes specs and catches AI code drift. MCP server for Cursor that AST-validates every commit.

MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript,Java, Go, and C#.

CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents

Brutally honest senior-engineer code reviews for Claude Code, Cursor & Windsurf - and your terminal. Scores, evidence-backed issues, usable fixes.

Persistent, verified memory for coding agents — so they stop re-explaining your codebase and never act on stale knowledge. Every memory is checked against your actual code; lives in your repo as plain files, shared via git. No account, no DB. Install: npx -y @kage-core/kage-graph-mcp install

Semantic code search engine - by Verivus (sqry.dev)

Local-native Context Engine MCP server for codebase indexing, semantic retrieval, planning, and review workflows.

SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic-level analysis of Swift codebases to any AI models. By integrating directly with Apple's SourceKit-LSP, SwiftLens enables AI models to understand Swift code with compiler-grade accuracy.

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.