Developer Tools & Repos MCP Servers for Claude Code

Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage

Semantic + structural code intelligence for AI agents, as a local MCP server: find code by meaning, jump to definitions, see

MCP server that tracks AI coding session activities and generates human-readable summaries, standups, and reports

MCP server for persistent terminal sessions with SSH support

MCP server for Shelv shelf operations.

MCP server for Siglent SPD series programmable DC power supplies

Context-first PR review for open-source maintainers (Skill, CLI, Action, optional MCP)

Simple Prompt MCP Server

A simple MCP server with echo, concat-abc, now, and nonce tools

Turn internal code libraries into AI-accessible knowledge sources via MCP server with semantic search

MCP server — TypeScript/Prisma code analysis, dependency graph, impact analysis for Claude Code

MCP server that searches skills.sh and fetches skill files from GitHub — turn thousands of AI skill files into rich context for your coding

Expose Claude-style skills as an MCP server over stdio, Streamable HTTP, or legacy SSE.

MCP Tool Server – Cross-Platform & Project-Aware Command Runner

MCP server for python-snap7, enabling MCP clients to interact with Siemens PLCs

A Model Context Protocol (MCP) server for project document management with 32 comprehensive prompts covering the complete software

MCP server for SonarQube code quality platform

MCP Server for SonarQube APIs

A directory structure visualization MCP server

MCP server for AI-powered IDE to follow spec-driven development

A Model Context Protocol (MCP) server that provides structured project specification management capabilities for AI editors through a