augments-mcp-server and jdocmunch-mcp
About augments-mcp-server
augmnt/augments-mcp-server
Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.
Here's a technical summary for the developer directory: --- **Implements 8 MCP tools including documentation-first BM25 search, changelog-backed version diffing, and dependency scanning—supporting any npm package without curation.** Uses a multi-source architecture (CDN racing for types, GitHub API for docs, changelog parsing) with intent detection to format results (howto/reference/migration) and 25 synonym clusters for concept-aware queries. Includes production reliability features: exponential backoff with circuit breakers, LRU caches with hit/miss stats, and GitHub rate limit tracking.
About jdocmunch-mcp
jgravelle/jdocmunch-mcp
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
Indexes documentation by heading hierarchy and section structure, enabling byte-precise retrieval of individual sections rather than entire files—reducing token consumption by 98% on typical tasks. Implements the jMRI-Full specification with stable section IDs, local-first storage, and format-aware parsing (Markdown, OpenAPI, JSON, XML, Jupyter). Works as an MCP server with Claude Desktop, Claude Code, and other compatible agents via stdio transport.
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