Claude Directory

All Developer Tools MCP servers

Best Claude Code mcp servers for ai & agent development on Developer Tools (May 2026)

120 curated Claude Code mcp servers that handle ai & agent development on Developer Tools projects. Install commands, configs, and copy-paste setup, refreshed May 2026.

120 items matching Developer Tools & AI & Agent Development.

Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate.

developer-toolsaiagent

Apple-native execution layer for AI agents. Compiles TypeScript to validated Swift — App Intents, SwiftUI views, WidgetKit widgets, and full apps. 13 MCP tools, 150 diagnostics, 500 tests.

developer-toolstypescriptswiftai+1

Semantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, ~20x fewer tokens for codebase understanding queries.

developer-toolsai

Dependency intelligence for AI coding agents. Live CVE scanning, dependency health, upgrade planning, ecosystem news, and decision memory. 14 tools, zero config, privacy-first.

developer-toolsaiagent

Ios Mcp Code Quality

iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration.

developer-toolsswiftautomationai

Server Atlassian Bitbucket

Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces, and code in real time.

developer-toolsai

Server Atlassian Confluence

Atlassian Confluence Cloud integration. Enables AI systems to interact with Confluence spaces, pages, and content with automatic ADF to Markdown conversion.

developer-toolsai

Server Atlassian Jira

Atlassian Jira Cloud integration. Enables AI systems to interact with Jira projects, issues, comments, and related development information in real time.

developer-toolsjiraai

Visualizes code, architecture and other concepts as mermaid diagrams in a locally hosted web app. Just ask your agent to "show me this in a diagram".

developer-toolsaiagent

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores, helping AI assistants understand the codebase.

developer-toolsai

Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.

developer-toolsllm

Persistent code index MCP server using Tree-sitter for fast, precise code search. Replaces grep with ~50 token responses instead of 2000+. Supports 11 languages including C#, TypeScript, Python, Rust, and Go.

developer-toolspythontypescriptrust+2

MCP Server to do dynamic AI SOC Security Threat analysis for a Text2SQL AI Agent.

developer-toolssecurityaiagent

Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.

developer-toolsgithubaiagent

PhpCodeArcheology

PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage, and impact analysis. Installable via Composer.

developer-toolsairag

Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.

developer-toolsreactapiai

Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)

developer-toolsapiaiagent

Analyze React code locally, generate docs / llm.txt for whole project at once

developer-toolsreactllm

Agent Skill Loader

Dynamically load Claude Code skills into AI agents without copying files. Discover, read, and install skills on demand.

developer-toolsaiagent

MCP server that automatically converts any OpenAPI/Swagger specification into a set of usable MCP tools. Unlike manual tool definition, this approach auto-generates tools directly from the Swagger spec, ensuring consistency, reducing maintenance effort, and preventing mismatches…

developer-toolsapiai

Semantic code indexer with GraphRAG knowledge graph. Index your codebase, search in natural language, and expose everything via MCP so AI agents understand architecture — not just files.

developer-toolsairagagent

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

developer-toolsgithubai

Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more.

developer-toolsai

Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects.

developer-toolsai

Shrimp Task Manager

A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)

developer-toolsgithubaiagent

Integrate with Docker to manage containers, images, volumes, and networks.

developer-toolsdockerai

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

developer-toolsmonitoringllm

Context Rot Detection

Gives AI agents self-awareness about their cognitive state. Monitors token utilization, context quality degradation, and session fatigue. Returns health scores (0-100) and recovery recommendations based on model-specific degradation curves.

developer-toolsaiagent

Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework.

developer-toolsgoai

Helping Your AI Agent Identify Hotspots for Refactoring; Help AI Understand How to 'Make Code Better'

developer-toolsaiagent

MCP server for JetBrains TeamCity with 87 tools for builds, tests, agents, and CI/CD pipeline management. Features dual-mode operation (dev/full) and runtime mode switching.

developer-toolsaiagent

Universal deployment tracker for AI assistants with live status badges and deployment monitoring

developer-toolsdeploymentmonitoringai

Twitterapi Docs

Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoints, guides, pricing info, and authentication docs.

developer-toolsapiai

Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds.

developer-toolspostgresredisai+1

Claude Task Master

AI-powered task management system for AI-driven development. Features PRD parsing, task expansion, multi-provider support (Claude, OpenAI, Gemini, Perplexity, xAI), and selective tool loading for optimized context usage.

developer-toolsai

Enable AI assistants to interact with your feature flags in [Flipt](https://flipt.io).

developer-toolsai

Design System Extractor

Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

developer-toolsai

Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai).

developer-toolsai

Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.

developer-toolsrustllmembedding

Unified MCP server for GitLab and Jira: manage projects, merge requests, files, releases and tickets with AI agents.

developer-toolsgitlabjiraai+1

Jetbrains Debugger Mcp Plugin

A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

developer-toolsai

Jetbrains Index Mcp Plugin

A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarchy, type hierarchy, diagnostics and more).

developer-toolsairag

A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.

developer-toolsapirestai+1

Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

developer-toolssecurityautomationai

Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs

developer-toolsaillm

MCP server that blocks AI coding agents from repeating mistakes — turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks. Install: `npx thumbgate`.

developer-toolsaiagent

Server Simulator Ios Idb

A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.

developer-toolsllm

Local image and video processing MCP server with 13 tools for resize, convert, compress, crop, thumbnail, metadata extraction, rotate, flip, filters, and ffmpeg-based video operations. No API keys required.

developer-toolsapiai

AI-native backend-as-a-service platform enabling AI agents to build and manage full-stack applications. Provides Auth, Database (PostgreSQL), Storage, and Functions as production-grade infrastructure, reducing MVP development time from weeks to hours.

developer-toolspostgresairag+1

Jetbrains Datalore

MCP server for interacting with cloud deployments of Jetbrains Datalore platform. Fully incorporated Datalore API ( run, run interactively, get run data, fetch files )

developer-toolsdeploymentapiai

A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.

developer-toolsvercelai

MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — `get_impacted_tnls`, `retrieve_tnl`, `trace`, `propose_tnl_diff`, `approve_tnl_diff`, `verify` — let agents look up relevant contracts, propose contract edits, and verify i…

developer-toolsaiagent

Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that correctly uses existing APIs on the first attempt.

developer-toolsapiaiagent

TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERIN/ERAAN/EROMHEEN/ERACHTER intent logging for compliance.

developer-toolsai

Connect to JetBrains IDE

developer-toolsai

A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.

developer-toolsapiai

AI-native CMS with 72 MCP tools for managing websites through natural language. Create and publish content, manage templates, assets, snippets, themes, collections, redirects, and multi-site forks — with full content versioning and semantic search.

developer-toolsai

MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata.

developer-toolsai

The Globalping MCP server provides users and LLMs access to run network tools like ping, traceroute, mtr, HTTP and DNS resolve from thousands of locations around the world.

developer-toolsllm

AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack unwinding. Free Hobby tier available.

developer-toolsai

Ai Server Visual Studio

MCP AI Server for Visual Studio. 20 Roslyn-powered tools giving AI assistants semantic code navigation, symbol search, inheritance trees, call graphs, safe rename, build/test execution. Works with Claude, Codex, Gemini, Cursor, Copilot, Windsurf, Cline.

developer-toolsai

Server Langfuse

MCP server to access and manage LLM application prompts created with [Langfuse]([https://langfuse.com/](https://langfuse.com/docs/prompts/get-started)) Prompt Management.

developer-toolsllm

MCP server that closes the feedback loop for AI coding agents — CI monitoring, process watching, file changes, HTTP polling.

developer-toolsmonitoringaiagent

AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability breakdowns.

developer-toolsapiai

The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

developer-toolsgollm

Native macOS markdown preview app with MCP server. Open and render Markdown files in MarkView directly from AI assistants via `npx mcp-server-markview`.

developer-toolsai

Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.

developer-toolsaiagent

Generate comprehensive, paint-by-numbers development plans using the [ClaudeCode-DevPlanBuilder](https://github.com/mmorris35/ClaudeCode-DevPlanBuilder) methodology. Creates PROJECT_BRIEF.md, DEVELOPMENT_PLAN.md, and CLAUDE.md.

developer-toolsgithubai

MCP server for MDMA (interactive Markdown applications with mounted components). Exposes the MDMA spec, authoring prompts, package metadata, and live docs to AI assistants. Tools: `get-spec`, `get-prompt`, `build-system-prompt`, `validate-prompt`, `list-packages`, `list-docs`, `…

developer-toolsai

Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific guidance from version-controlled rule files.

developer-toolsaiagent

Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the start.

developer-toolsai

lets your preferred AI agent create & run fully managed [Octomind](https://www.octomind.dev/) end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.

developer-toolsjiraslackai+1

Contracts Wizard

A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/).

developer-toolsaiagent

Claude Critical Rules

Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools.

developer-toolsai

Record any browser page as GIF or video. AI-driven demo recording with scroll/click/hover interactions via Playwright + ffmpeg. `npx @mcpware/pagecast`

developer-toolsbrowserai

Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to inspect requests, replay webhooks, trace AI pipelines, connect/disconnect tunnels, and manage subdomains. No tokens or passwords — the cryptographic handshake is the auth.

developer-toolsai

Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses same api as rust-analyzer), output limits (token estimation) & crate docs w/regex stripping.

developer-toolsrustapiai

Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.

developer-toolstestingllm

56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, refactoring, find references, call hierarchy, and code metrics for AI agents.

developer-toolsaiagent

58 semantic C#/.NET analysis tools via Roslyn. Navigation, refactoring, find usages, and code intelligence for AI agents.

developer-toolsaiagent

Docker container management and operations through MCP

developer-toolsdockerai

MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data

developer-toolsapiaillm

Self-evolving MCP server that generates and improves its own tools at runtime. Built on FastMCP, Janee uses LLM-driven tool generation to dynamically create, test, and refine MCP tools from natural language descriptions — enabling AI agents to extend their own capabilities on th…

developer-toolsaillmagent

GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.

developer-toolsgithubai

Package Version

An MCP Server to help LLMs suggest the latest stable package versions when writing code.

developer-toolsllm

A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses

developer-toolsai

An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

developer-toolsai

LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.

developer-toolsllm

Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

developer-toolsai

Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants.

developer-toolsapiai

A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.

developer-toolsai

Manage test cases in TestCollab directly from your AI coding assistant. List, create, and update test cases with filtering, sorting, and pagination support.

developer-toolsai

An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.

developer-toolsai

Connects your TestDino testrun/testcase data to AI agents so you can review runs, debug failures, and manage manual test cases using natural language.

developer-toolsaiagent

MCP server that provides AI assistance for an open-source UI framework based on Tailwind CSS

developer-toolsai

MCP server for cryptocurrency tipping through AI interfaces using x402 payment protocol and CDP Wallet.

developer-toolsai

AI-powered architectural analysis server for software projects. Provides technology stack detection, ADR management, security checks, enhanced TDD workflow, and deployment readiness validation with support for multiple AI models.

developer-toolssecuritydeploymentai

A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

developer-toolsllm

A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

developer-toolsai

MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.

developer-toolsai

DotNetMetadataMcpServer

Provides AI agents with detailed type information from .NET projects including assembly exploration, namespace discovery, type reflection, and NuGet integration

developer-toolsaiagent

Enforces team naming consistency for AI-generated code via Cursor MCP integration. [Guide ↗](https://var.gg)

developer-toolsai

A Mermaid diagram rendering MCP server for Claude Code with live reload functionality, supporting multiple export formats (SVG, PNG, PDF) and themes.

developer-toolsai

Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding.

developer-toolsaiembedding

Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accurac…

developer-toolsaiagent

Cross-service API dependency graph for microservice codebases. Give it a business term or endpoint name; get back a ranked chain of GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. Offline, local SQLite + TF-IDF + optional embeddings.

developer-toolssqliteapigraphql+3

MCP server for ROS2 enabling AI-driven robotics applications and services.

developer-toolsai

Llm Token Tracker

Token usage tracker for OpenAI and Claude APIs with MCP support, real-time session tracking, and accurate pricing for 2025 models

developer-toolsapiaillm

First & only persistent project context MCP. Provides .faf (Foundational AI-context Format) Project DNA with 33+ tools, Podium scoring (0-100%), and format-driven architecture. Official Anthropic Registry. 10k+ npm downloads.

developer-toolsai

Universal persistent project context for Cursor, Windsurf, Cline, VS Code, and all MCP-compatible platforms (including Claude Desktop). IANA-registered format (application/vnd.faf+yaml). 17 native tools, AI-readiness scoring.

developer-toolsai

Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.

developer-toolsautomationai

Server Apache Airflow

MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using official client.

developer-toolsai

A script workflow management system that transforms complex, repetitive AI interactions into persistent, executable scripts. Supports multi-language execution (Bash, Python, Node.js, TypeScript) with guaranteed consistency and reduced hallucination risks.

developer-toolspythontypescriptnode+1

MCP server that helps AI agents explore OpenAPI specs, search endpoints, and generate TypeScript types.

developer-toolstypescriptapiai+1

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background process management

developer-toolsaiagent

Multi Ai Advisor

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.

developer-toolsai

MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

developer-toolstypescriptapiai+1

A Model Context Protocol (MCP) server that converts OpenAPI/Swagger specifications to MCP format, enabling AI assistants to interact with REST APIs through standardized protocol.

developer-toolsapirestai

An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines

developer-toolsllm

Official MCP server for [UploadKit](https://uploadkit.dev). Gives AI assistants first-class knowledge of 40+ React upload components, Next.js route handler scaffolds, BYOS setup (S3/R2/GCS/B2), and full-text search across 88+ docs pages. Runs locally via `npx -y @uploadkitdev/mc…

developer-toolsreactai

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