Best MCP Servers

Integrates with AWS services including Bedrock Knowledge Bases, Nova Canvas, Step Functions, Lambda, IAM, and Cost Explorer to enable enterprise workflows, cost analysis, infrastructure management, and generative AI use cases through multiple specialized servers with sample applications and deployment guides.

One MCP server that guides your AI agents use tools reliably progressively at any scale.

Integrates with PaddleOCR and PP-StructureV3 to extract text from images and PDFs with confidence scores and bounding boxes, plus parse complex documents into structured markdown with embedded images, tables, and formulas.

Enable searching and retrieving screen recordings and associated data for productivity tracking, user behavior analysis, and workflow documentation.

Decompile and analyze binaries in Ghidra.

Multi-agent framework with self-reflection capabilities

Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally on your device.

Provides a secure, configurable interface for executing pre-defined queries against multiple database systems including PostgreSQL, MySQL, SQL Server, Neo4j, Dgraph, and Spanner through a YAML-based configuration system.

Allow MCP clients to perform Unity Editor actions.

Give your development workflow access to all state of the art AI models for enhanced code analysis, problem-solving, and collaborative development.

Provides containerized development environments that persist state across interactions through git-based storage and Dagger's container runtime, enabling isolated environments with custom toolchains, background services, and the ability to checkpoint environments as publishable container images.

Enables web browser control for navigating websites, capturing page snapshots, interacting with elements, and taking screenshots through Playwright's automation capabilities.