$ Explore the latest AI assistants, APIs, and Agentic Frameworks that are transforming the developers world. Whether you're a pro coder or just starting out, our curated list has something for everyone.

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~/ai-directory$ ls
<desc>

Server-side tools for managing and deploying AI models and services.

</desc>

mcp-servers/ ls -la | more

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LSP

Bridges Language Server Protocol (LSP) servers with code intelligence features like hover information, completions, and diagnostics for accurate code suggestions across multiple programming languages.
๐Ÿ”— VISIT
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MCP Easy Copy

Utility server that automatically reads Claude Desktop configuration files and presents all available MCP services in an easy-to-copy format for quick access and troubleshooting.
๐Ÿ”— VISIT
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MedAdapt

Provides medical students and educators with curated educational resources from PubMed and NCBI Bookshelf through a FastMCP-powered system that enables searching, generating topic overviews, creating learning plans, and extracting key points from medical literature.
๐Ÿ”— VISIT
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Mermaid Validator

Validates and renders Mermaid diagrams as SVG images, providing detailed error messages for invalid syntax to enhance visualization capabilities within conversations.
๐Ÿ”— VISIT
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MongoDB

Provides direct access to MongoDB databases for querying and manipulating data through essential operations like finding, inserting, updating, and deleting documents, as well as managing collections and indexes.
๐Ÿ”— VISIT