Development MCP Servers — Page 17

JVM diagnostics MCP server for thread dump and GC log analysis. Detects deadlocks, lock contention, and GC pressure. Runs via npx on Node.js — no JVM or Docker required.

Spring Boot Actuator MCP server — analyzes health, metrics, environment, beans, and startup endpoints. Detects configuration issues and security risks with actionable recommendations.

Shape-shifting MCP hub — shapeshift() into 10,000+ servers at runtime. One entry point, no restarts, 7 registries.

A stateful LSP runtime for AI agents: warm language server sessions with 50+ tools for go-to-definition, find-references, diagnostics, rename, and more across 30+ languages.

Real-time contractor license verification across 45 US states. Verifies license status, expiration, and disciplinary history directly against state licensing board portals.

35+ local AI tools - TCG card grading, Monte Carlo simulation, voice synthesis, 3D mesh, image gen, and autonomous M2M NFT purchase bridge.

Crowdsourced MCP server reliability scoring — 615+ servers monitored, 2.17M+ health checks, real-time reliability data

MCP server that gives AI assistants full access to the Spartan Angular UI ecosystem — component discovery, Brain/Helm APIs, source code, installation commands, and project context detection.

Context Minifier & State Guard — Local-first MCP middleware proxy that reduces token waste by 61%, prevents context rot, and adds security hardening

LeanKG: Stop Burning Tokens. Start Coding Lean.

Open-source multi-domain retrieval layer for AI agents — FTS5 + semantic search, 10 parsers, knowledge graph, Obsidian integration, MCP native.

Real-time status monitoring, uptime tracking, incident history, and API pricing for 42+ AI tools including ChatGPT, Claude, Gemini, Cursor, GitHub Copilot, Perplexity, DeepSeek, and Groq. No API key required. Data updated every 5 minutes from independent monitoring infrastructure.

Local-first code intelligence MCP server. Hybrid BM25 + ONNX vector search, symbol-level impact analysis, diff-aware PR review with risk scoring, and persistent memory tied to git state. 20 tools, MIT licensed.

CLI token optimizer and AI context generator with built-in MCP server. Scans codebases to extract routes, schema, components, and dependencies 9x–13x token reduction for Claude Code, Cursor, Copilot, Codex, and Windsurf.

Persistent state for AI agent workflows. Save, resume, and replay multi-step workflows across sessions, crashes, and agent handoffs. Free tier included.

Manage, version, and publish LLM prompts via PromptOT. Build structured prompts from blocks, add variables, save drafts, publish versions, and deliver via API — all from chat.

rowser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available.

Security scanner for MCP servers — detects tool poisoning, prompt injection, and 90+ vulnerability patterns

Cost-optimised LLM model routing for autonomous agents

AI-powered industrial fault diagnosis MCP server. 313 fault codes across Allen-Bradley, Siemens, ABB, Mitsubishi, Fanuc. 8 diagnostic tools for Claude Code.

Open-source TypeScript to native Swift compiler for Apple platforms — AI agents write 5-15x less code for App Intents, SwiftUI, and WidgetKit.

Check if your iOS app is in review, read customer feedback, and pull sales numbers without leaving your editor. Works with Claude Code, Cursor, and Windsurf. Free to start, your credentials never leave your machine.

Search all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.

Interaction profile registry for AI agents — log interactions, build a behavioral profile, query it through behavioral lenses. 21 tools, zero-config.

tmux MCP server powered by libtmux

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An MCP server that gives AI agents like Claude, Cursor, and Gemini access to historical Windows CPU, GPU, temperature, and privacy data gathered by the AppControl Windows app.

One shared context layer for AI agents and humans — live API specs, DB schemas, and versioned contracts across repos so every agent and teammate works from the same source of truth.

Native macOS API client with embedded MCP server. 31+ tools for AI-assisted API development. Schema extraction ensures AI never sees real credentials or PII. Supports Claude Code, Claude Desktop, Cursor

Hetzner Cloud MCP Server — two management layers (Cloud API + SSH) with 60 tools. Manage server power, snapshots, firewalls, DNS, plus SSH into servers for service control, log viewing, Nginx management, MySQL queries, and system monitoring. Self-hosted PHP, MIT licensed.