Developer Tools MCP Servers

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

#️⃣ 🏠 🪟 - Roslyn-based Visual Studio integration: semantic code navigation, symbol search, inheritance trees, call graphs, safe rename and…

Local-first codebase intelligence MCP server for AI coding agents.

Record any browser page as GIF or video via MCP

Enable a human-in-the-loop feedback workflow in AI coding tools.

Control iOS Simulators.

Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

Code intelligence via ast-grep: map project structure, fuzzy-find symbols and assess change impact in Python, JS/TS and Go.

Read-only context and complete checks against patterns learned from git history. Local; no LLM.

AI-powered search and querying of the Vercel AI SDK documentation.

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

Memi is the design layer for agentic AI.

Inspect, upload, release, monitor, and revert OtaKit Capacitor OTA updates.

MCP server for discovering, reading, and changing ZenML resources with compact generic tools

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

75 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

Provides TypeScript API information so agents can work with APIs not in their training data.

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

Ionic coding assistant for building mobile apps with React, Angular, Vue or vanilla JS.

Interact with the Bruno API client.

Control interactive terminals (PTY) with stateful sessions, SSH connections and background process management.

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

Read-only MCP server that turns a folder or repository into redacted, token-efficient context.

An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

Swift reviews, local Apple references, app scaffolding and iOS simulator workflows.

Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access.

MCP server for App Store Connect & Google Play Console — iOS/Android app management

Code quality gate for AI-generated code, detecting hallucinated packages, phantom dependencies, stale APIs and AI-specific defects.

Convert source code repositories into searchable knowledge bases using chunking, OpenAI embeddings and GPT-5 search.

Search and get up-to-date information about npm, Cargo, PyPI and NuGet packages.

Query and manage all resources in Apache APISIX.

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

Query Go package information on pkg.go.dev.

End-to-end QA loop: analyzes web pages or mobile screens, generates and runs pytest or Maestro tests with auto-retry, and writes an…

MCP server / agent plugin for Maven and Gradle dependency intelligence: latest versions, outdated deps, CVEs, changelogs, licenses and…

An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.

Roku development: ECP device control, automated channel sideloading, BrightScript debugging and real-time log monitoring.

An LLM-based code review MCP server with AST-powered smart context extraction

Control robots with natural language via ROS 2 topics, services and actions.

JVM dependency intelligence for AI assistants via Maven Central

Semantic code graph: indexes a codebase into a typed graph for call-chain tracing, data-flow analysis, semantic search and invariant…

ADR drift detection, content safety, and decision memory for architectural decisions

Device control and UI automation for HarmonyOS Next devices.

MCP server for Dynatrace Managed to access logs, events, and metrics.

Local compression of various image formats.

AI-native, open-source CMS (Go) with 128 MCP tools: content, agent sandbox, SEO & AI.

Deterministic doc-drift detection and exact doc navigation as read-only MCP tools.

Browse GitHub repositories, explore directories and view file contents.

Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.

MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants

SQL analysis, linting and dialect conversion using SQLGlot.

Local MCP server for architectural decisions, traceability, and non-authoritative proposals.

#️⃣ 🏠 🍎 🪟 🐧 - Type information from .NET projects: assembly exploration, namespace discovery, type reflection and NuGet integration.

Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.

Your code review comments from Reado, the read-first IDE, as context and tools for your agent.

Sub-ms PreToolUse firewall, feedback memory, and single-use permits for AI coding agents.