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MCP (Model Context Protocol) servers, clients, and frameworks

88 entries tagged with #mcp.

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Tools that speak the Model Context Protocol: production servers, gateways, clients, frameworks, and benchmarks. See the curated MCP guide for a structured walkthrough.

GitHubToolFeatured

trace-mcp - framework-aware codebase MCP for coding agents

MCP server with 138 tools and cross-language framework awareness (58 integrations across 81 languages). Indexes Laravel/Inertia/Vue, Rails/Hotwire, Django/HTMX edges so agents skip re-deriving call graphs. Decision memory links architectural choices to the code they're about. Local-first ONNX embeddings, optional LSP enrichment.

Why I saved this - Distinct from Qartez - Qartez is structural (PageRank, blast radius), trace-mcp is framework-semantic. The cross-language edges (Laravel controller -> Vue page via Inertia) are the differentiated bit.
#mcp#claude-code#code-intelligence#typescript#static-analysis
GitHubToolFeatured

mcptube - Karpathy-style LLM wiki for YouTube

MCP server that turns YouTube videos into a persistent, merging wiki rather than ephemeral vector chunks. Scene-change frame extraction + vision analysis captures slides, code, and diagrams that transcripts miss. 25+ MCP tools, FTS5+LLM hybrid retrieval, version history with source attribution per claim.

Why I saved this - The wiki-merge design is the differentiator vs RAG-over-YouTube clones - one MCP article with citations, not ten near-duplicate chunks. Scene-change extraction is what makes visual-heavy talks usable.
#mcp#claude-code#knowledge-graph#agent-memory#python

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