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126% YoY Growth in AI Developer Tools

Best AI Developer Tools 2024

Discover the most powerful **AI developer tools** and MCP servers to supercharge your development workflow. From database integration to code execution, find the perfect tools for your stack.

100+
AI Tools
4
Categories
2.4
Avg Rating
8
4.5+ Stars

🏆 Top-Rated AI Developer Tools

semgrep
5
🔥 Popular
Lightweight static analysis for many languages. Find bug variants with patterns that look like source code.
ocaml
search
archestra
5
Enterprise-ready MCP gateway, MCP registry & orchestrator
typescript
development
mcp-adapter
5
An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.
php
api-&-http
mcp
4.8
No description available
python
development
mcp-server
4.6
Solution to facilitate the writing and execution of E2E tests understandable by any human
typescript
development
mcp-apache-spark-history-server
4.5
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
python
development

🛠️ AI Tools by Category

Development Tools
94 tools2.4 avg
semgrep
Lightweight static analysis for many languages. Find bug var...
5
archestra
Enterprise-ready MCP gateway, MCP registry & orchestrator...
5
mcp-adapter
An MCP adapter that bridges the Abilities API to the Model C...
5
Database Tools
3 tools3.3 avg
chessagine-mcp
A comprehensive (MCP) server that provides advanced chess a...
3.6
pgtuner_mcp
provides AI-powered PostgreSQL performance tuning capabiliti...
3.3
vscode-ai-model-detector
VS Code AI Model Detector - Real-time detection tool with 10...
3
Cloud Services Tools
2 tools0.0 avg
stardog-cloud-mcp
MCP server implementation for Stardog Cloud ...
0
aws-open-data-mcp
☁️📂 MCP server for accessing AWS Open Data Registry...
0
Knowledge Tools
1 tools2.8 avg
mcp
Remote MCP server docs...
2.8

🎯 Popular Use Cases for AI Developer Tools

Database Integration

Connect AI to SQL databases, NoSQL stores, and data warehouses for real-time queries

PostgreSQL
MongoDB
Code Execution

Enable AI to run code, execute scripts, and interact with development environments

Python
Node.js
Search & Retrieval

Search through codebases, documentation, and knowledge bases with AI assistance

Vector Search
RAG
API Integration

Connect to REST APIs, webhooks, and external services through standardized protocols

REST
GraphQL

Why Choose MCP-Powered AI Tools?

🔧 Standardized Integration

All MCP servers follow the same protocol, making it easy to switch between tools and integrate multiple services without custom code.

⚡ Real-Time Context

Unlike traditional AI tools limited to training data, MCP servers provide live access to your databases, APIs, and development environments.

🔒 Security First

Built-in permission systems and access controls ensure your data stays secure while enabling powerful AI integrations.

🚀 Developer Friendly

Simple configuration, extensive documentation, and active community support make getting started quick and easy.

🚀 Getting Started with AI Developer Tools

1Browse Tools

Explore our directory to find tools that match your development needs:

  • • Filter by category and rating
  • • Read user reviews and examples
  • • Check GitHub repositories
  • • Compare similar tools
2Install & Configure

Set up your chosen MCP servers with your AI client:

  • • Follow installation guides
  • • Configure environment variables
  • • Set up permissions
  • • Test connections
3Build & Iterate

Start building with enhanced AI capabilities:

  • • Connect AI to your data
  • • Automate development tasks
  • • Enhance code assistance
  • • Share and contribute back

Ready to Supercharge Your Development?

Join thousands of developers who are already using AI developer tools to build better software faster.

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