Development MCP Servers

Render store-ready App Store and Google Play screenshots: device frames, headlines, exact sizes.

N3MO: Code intelligence engine mapping repositories into queryable symbol graphs.

Ship a Rails app to the App Store and Google Play. Every ruby_native command as a tool.

Visual testing for coding agents: your agent sees every UI change it makes and triages each diff.

Runtime and skill library for coding agents: C4 workflow gates, guarded command execution and reasoning engines like Tree of Thoughts and…

MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking

Page-cited retrieval for embedded docs, datasheets, MISRA, CMSIS, and RTOS references.

Endor: run services like MariaDB, Postgres, Redis, Memcached, Alpine or Valkey as pre-configured apps in isolated sandboxes.

Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.

Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.

Standardize and contextualize industrial Modbus data.

Persistent decision memory for AI agents: rationale, rejected approaches, and entity history.

Search and install animated React Native and Expo components from the Kinetik UI registry.

Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge

Performance testing with Grafana k6.

MCP server to provide Jira Tickets information to AI coding agents like Cursor.

Manage Reflag feature flags from chat in your IDE.

Mechanical write gates, evidence receipts, and adversarial review for AI coding agents.

Turn any CLI tool with --help output into an MCP server, with caching.

Local-first developer knowledge graph: watches project files, extracts entities and relationships with LLMs, and offers queries, a web…

Computer-use MCP for Windows 10/11: 32 tools — screenshot, UIA, Chrome CDP, type/click/scroll, VBA.

A Codex stdio MCP server that generates repo-local tldraw diagrams and detects code graph drift.

Securely store and access API keys across projects using the macOS Keychain.

Local adaptive memory for AI coding agents through a five-tool MCP lifecycle.

Interact with Bugsnag.

Content-addressed code graph with 22 MCP tools for AI agents.

Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools.

Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client.

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

Local, deterministic review of Git changes: weakened tests and CI gates, risky flows, blast radius.

Code generator for Arbitrum: Stylus smart contracts, SDK bridging, full-stack dApps and Orbit chain deployment, backed by RAG over…

MCP server aggregating developer infrastructure deals, free tiers, and startup programs

Control Google Colab notebooks and assign GPUs (T4/L4/A100). Fork of Google's colab-mcp with all tools visible at startup and Windows…

Use Claude Code Skills from any IDE or CLI.

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

Compiler-backed read-only Verilog and SystemVerilog project analysis.

Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts. 90%+ token savings.

Meta-server that reduces Claude Code tool bloat via progressive disclosure, auto-starting Playwright and Context7 and provisioning MCP…

Keep the state. Change the model. Shared context and a multi-model panel across coding assistants.

Manage Higress gateway configuration and operations.

Submit SLURM jobs, run YAML workflows, monitor GPU resources, manage SSH profiles and sync files with local or SSH-remote HPC clusters.

Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

MCP server giving AI agents eyes and hands inside Android devices via ADB

Identifies resource-intensive processes on macOS and suggests performance improvements.

Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.

An MCP (Model Context Protocol) server that bridges Claude Code to Language Server Protocol (LSP) servers, enabling semantic code…

MCP server for Apple's App Store Connect API. Manage apps, TestFlight, and more.

Persistent project context for Claude. IANA-registered .faf format.

Unified MCP platform that connects many apps, tools and services behind one interface.

Point Gecko at an OpenAPI spec; get first-call-correct, auth-hidden agent tools.

AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.

Let AI agents explore SystemVerilog, Verilog and VHDL designs: connectivity, hierarchy, source.

Review comments pinned to a running frontend, read and resolved by your coding agent.

Official Openapi® MCP server: Italian company data, PEC, SMS, vehicles, geocoding and more APIs.

Gives AI coding tools context from your entire codebase and docs via Sequa.

Perfetto trace analysis: run PerfettoSQL queries on trace files, with Chrome tools for page loads, scroll jank, main-thread hotspots and…

Local-first design contract layer: scans Figma, code, Storybook and token files, reconciles conflicts and serves a single source of truth…

Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.