MCP Server Registry

MCP-Coco provides a pair programming tool that guides technical discussions by transforming code snippets into structured frameworks for critical inquiry about performance, security, and maintainability.

Codacy's MCP Server implementation

MCP server exposing Codeany Hubs authoring tools.

Enables code modification and generation tasks through file operations, search-and-replace, and version control integration for automated refactoring and codebase maintenance.

Exposes CodeAtlas code analysis data — project structure, dependencies, insights, and entity search — to AI assistants.

Enterprise-grade local-first MCP server and gateway for CodeAtlas

Provides local code auditing using Ollama models to analyze security vulnerabilities, performance bottlenecks, quality issues, architectural problems, testing gaps, and documentation deficiencies across multiple programming languages with configurable analysis depth and severity classification.

Provides specialized backup and restoration for code editing tools, creating timestamped snapshots with contextual metadata that preserve both file content and agent reasoning for quick recovery from risky edits.

Self-hosted semantic code search over local codebases using ChromaDB and sentence-transformer embeddings with hybrid keyword reranking.

Integrates with RepoMix to enable codebase retrieval and analysis for tasks like code review, dependency tracking, and automated documentation generation.

MCP server for CodeCheck — lets Claude Code and other AI assistants run AI-generated tests automatically

Compresses codebases into LLM-ready context using AST analysis with surgical read/write tools for TypeScript, Python, PHP, and Dart.

Indexes codebases for AI semantic search, reducing token usage by up to 94% versus file re-reading.

Enables semantic code search and understanding by cloning git repositories, splitting code into semantic chunks, and generating embeddings for natural language querying of large codebases

Guide user-led frontend design decisions from project brief through implementation review.

A knowledge management tool for code repositories using vector embeddings.

MCP server for IBM Code Engine and Docker/Podman integration

Secure sandboxed TypeScript/Python execution with Docker isolation and token-efficient wrapper generation

Integrates with Cloudflare Workers to provide code explanation services, including architecture diagram generation, core functionality identification, and component breakdown across multiple programming languages.

Format/lint JS, Python, HubL for automation platforms. Tools: format_code, format_json, ask_codefmt

Code graph analysis for AI coding assistants with repo graph queries, symbol impact paths, and dependency hotspot reports.

MCP Server for code graph analysis with GraphRAG capabilities

MCP server that gives AI assistants persistent understanding of your codebase

AI-powered semantic code search using vector embeddings for contextual code loading.