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filamental-mcp

# filamental-mcp A local [Model Context Protocol](https://modelcontextprotocol.io/) server that connects AI assistants (Claude Desktop, Claude Code, etc.)…

Ummon

The semantic layer for software engineering: Connect code to meaning, build on understanding

Papersflow

papersflow-mcp is PapersFlow’s production MCP server for literature search, citation verification, related-paper discovery, and authenticated research…

Storybook Mcp

A universal MCP server that connects to any Storybook site and extracts documentation in real-time using Playwright. Use it with any AI or client that supports…

MCP Studio

MCP Studio gives you a no-code way to turn docs, repos, websites, PDFs, and MCP endpoints into reliable context your AI tools can use. Build MCP servers in…

Orionbelt Semantic Layer

OrionBelt Semantic Layer is an API-first engine that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse…

Arezzo

Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.

Kodadocs

AI-generated help docs for your web app in minutes, not weeks. KodaDocs is a Claude Code MCP server that reads your codebase, captures screenshots with a…

Lain Mcp

## What is LAIN-mcp? LAIN-mcp is a Rust MCP server that gives AI coding agents real architectural awareness of your codebase — not just line-by-line search…

CostAffective-MCP

Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…

AgenticMemory

Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE…