Learning & Documentation MCP Servers

Godoc

Serves Go documentation efficiently to LLMs via the Model Context Protocol, reducing token usage and improving project understanding.

Academic Search

Enables LLMs to search and retrieve academic paper information from Semantic Scholar and Crossref.

Outline Connector

Enables AI assistants to interact with Outline documentation services through the Model Context Protocol (MCP).

Ragdocs

Enables semantic search and retrieval of documentation using a vector database, allowing users to add and query documentation from URLs or local files using natural language.

Svelte Docs

Provides efficient access to Svelte documentation with advanced caching and search capabilities.

Arxiv Latex

Enables LLMs to accurately interpret mathematical expressions in scientific papers by fetching and processing LaTeX source from arXiv.

LeetCode

Enables advanced automation and intelligent interaction with LeetCode's problems, contests, solutions, and user data.

Context7 for Zed

Provides Zed's Assistant with up-to-date documentation for any prompt.

Outline

Enables AI agents to manage documents, collections, and other entities programmatically through the Outline knowledge base platform.

Next

Analyzes Next.js app directory structures to help LLMs understand API routes.

Memory Bank

Creates and manages structured project documentation as interconnected Markdown files.

Rust Docs

Enables AI agents to explore Rust crate documentation, analyze source code, and confidently build Rust projects.

Dash

Provides an API for programmatic interaction with the Dash macOS documentation browser.

Llmctx

Offers Svelte 5 and SvelteKit documentation as an MCP endpoint and LLM presets for AI assistants.

Context Sync

Provides Claude with persistent memory and workspace file access across all chats to eliminate repetitive explanations.

Augments

Provides real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.

AI for the Win

Provides a hands-on training program for security practitioners to build AI-powered tools for threat detection, incident response, and security automation.

Graphthulhu

Provides AI full read-write access to a Logseq knowledge graph, enabling comprehensive traversal, analysis, and content management.

Context

Provides up-to-date, local-first documentation for AI agents to ensure accurate and instant responses.

jDocMunch

Enables AI agents to navigate and retrieve documentation by structured sections, drastically improving token efficiency and context hygiene over brute-force file scanning.