Developer Tools & Repos MCP Servers for DeepSeek Harness

MCP server for creating flowcharts and Sankey diagrams on chhart.app

Cisco NSO MCP Server

MCP stdio server wrapping the Spec-Driven Development lifecycle for agent workflows.

An MCP server that surfaces Claude's reasoning chain as scannable plan abstracts and persists educational insights

MCP server enabling AI consciousness persistence across sessions using RAG technology

MCP server for interactive debugging with code instrumentation. Cursor-style debug mode for Claude Code.

MCP server for Kubernetes log analysis, anomaly detection, and root cause analysis with Claude Code

An MCP server for prompt optimization in Claude Code

Minimal MCP server for inter-session coordination between parallel Claude Code instances: presence registry, resource locks, broadcast

MCP server that scans for dead code and unnecessary complexity in TypeScript/JavaScript projects, then safely cleanses it. Works with

Cli Bridge is an MCP server that runs on your own machine, started by your client over stdio.

MCP Server for resilient multi-CLI orchestration — route AI tasks to Claude, Gemini, or Codex with retry, circuit breaker, and fallback

MCP server for Open Horizons - enables AI agents to read/write alignment context

Local-first hybrid semantic code search with dependency graphs and cross-repo search

MCP server that generates detailed code activity reports for developers and stakeholders.

Read-only MCP server and OpenClaw plugin for querying a local code-search-api index by intent.

MCP server to manage code snippets

AST-driven Neo4j knowledge graph of your codebase, exposed to Claude Code via MCP. Map your monorepo once; let the agent query it instead

Visual code workflow explorer for coding agents. Builds deterministic, source-grounded Mermaid flowcharts via MCP, local-first, with no API

CodeForge — MCP server exposing Senior Software Engineer / Tech Lead capabilities: code generation, code review, bug analysis, RCA, Jira

Graph-intelligent, token-efficient code navigation for AI assistants. Surgical reading, execution flows, risk scoring, and micro-metadata