Learning & Documentation MCP Servers

Spec-Driven Development

296

Facilitates spec-driven development workflows by providing structured prompts for generating requirements, design documents, and code.

Spring AI Examples

274

Provides practical code examples demonstrating the usage of Spring AI for various AI-related tasks.

Deep Research

264

Conducts in-depth, iterative research on any topic using AI-powered search, web scraping, and source evaluation to generate comprehensive reports.

Researcher

238

Provides research and documentation assistance by leveraging the Perplexity AI Sonar Pro API.

OSP Marketing Tools

223

Empowers LLMs to leverage Open Strategy Partners' core marketing techniques.

Ragdocs

223

Enables AI assistants to augment their responses with context from documentation through vector search and retrieval.

FileScope

221

Analyzes codebases to identify important files based on dependency relationships, generating diagrams and importance scores to improve AI understanding.

LlamaCloud

198

Enables the creation of a local MCP server using LlamaCloud to provide up-to-the-minute private information to clients like Claude.

Documentation

193

Manages and semantically searches documents using AI embeddings, bridging knowledge gaps for various content types.

Obsidian

190

Enables large language models to interact with and manage Obsidian vaults through a secure and standardized Model Context Protocol interface.

Obsidian

187

Connects AI models to an Obsidian knowledge base for direct access and manipulation of notes and folders.

Rust Docs

181

Provides accurate Rust code suggestions for AI assistants by fetching current crate documentation and using LLMs to provide context.

Effect

173

Provides tools and resources for accessing Effect documentation.

Deep Research

169

Generates comprehensive, well-cited research reports from research questions by elaborating on the question, finding relevant sources, and analyzing content.

Anki

161

Connects to a locally running Anki to provide card review and creation capabilities.

Scholarly

149

Search for accurate academic articles from various scholarly sources.

Ant Design Components

145

Provides Ant Design component documentation to large language models, enabling them to understand and utilize Ant Design components effectively.

Simple Arxiv

143

Enables LLMs to search and access scientific papers from arXiv.

Agentdocs

133

Enables AI models to access and retrieve technical documentation from various agent frameworks.

Zotero Connector

129

Connects Claude Desktop to a Zotero library on the cloud, enabling interaction with collections and sources.