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An MCP server that indexes local code into a graph database to provide context to AI assistants.
# filamental-mcp A local [Model Context Protocol](https://modelcontextprotocol.io/) server that connects AI assistants (Claude Desktop, Claude Code, etc.)…
The semantic layer for software engineering: Connect code to meaning, build on understanding
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google…
papersflow-mcp is PapersFlow’s production MCP server for literature search, citation verification, related-paper discovery, and authenticated research…
Easy Memory MCP - Dual-engine embedding service with Qdrant vector store
# knowledge-graph-generator-mcp-server
SerpApi MCP Server for Google and other search engine results
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…
Guides, examples, and resources for working with Drupal and the MCP server.
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…
A Model Context Protocol (MCP) server that provides LLMs with real-time access to scientific papers from arXiv and OpenAlex.
OrionBelt Semantic Layer is an API-first engine that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse…
Compile semantic document edits into correct Google Docs batchUpdate requests. UTF-16 arithmetic, cascading index shifts, OT-compatible ordering. MIT licensed.
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…
Epitome gives every AI agent shared, persistent memory of you. It stores memories, facts, and preferences in a personal knowledge graph, so any AI tool you use…
## 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…
Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to…
A Model Context Protocol (MCP) for Jupyter Notebook
Search for flight offers using the Amadeus Flight Offers Search API.
Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE…
Documentation and assembly review for @nhtio/adk.
A shared memory and coordination server for multiple AI coding agents, built on the Model Context Protocol