Vector Search

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

Semantic code search MCP server: embeds a project into a local SQLite vector store for natural-language queries.

YouTube intelligence layer for AI agents. 41 tools, 10 modules, zero config.

MCP server for Scrivener: read, write, analyze, and search your manuscripts with AI assistants.

MCP server providing semantic code search and API reference for the Immersive Web SDK using RAG (Retrieval-Augmented Generation) with vector embeddings

OpenCode plugin: run the svg-mcp MCP server via sharedserver and register its endpoint with OpenCode. Stands down when a combiner already serves svg-mcp.

Codebase-indexing MCP server for Embarsy — semantic code search over a local Qdrant + OpenAI-compatible embeddings stack. Routes embeddings and Qdrant through Embarsy's proxy so auth and Monitoring counters just work.

Spicrawl n8n node for web scraping: scrape websites to Markdown, HTML or JSON, extract data with CSS selectors, batch-scrape URLs and use it as an AI Agent tool

🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

MCP server for Milvus: collections, stats, search. Works with any instance.

Portable knowledge management MCP server for Claude Code

MCP server for codebase indexing, semantic search, and prompt enhancement

A code indexing system accessible via MCP (Model Context Protocol)

ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.

Evidence-backed web research for AI agents with citations and confidence scores.

Persistent institutional memory for AI coding agents. Memory that compounds.

AI logo design → SVG → full brand kit. Text-to-path, optimize, export PNG/ICO/WebP.

Air-gapped code-retrieval MCP server: AST chunking, hybrid RRF search and cross-language call graph, with an optional zero-dependency SQLite backend for monorepo scale and optional local-LLM semantic enrichment.

Maid-Agent — 一个具备工具调用、记忆系统、RAG 知识库和扩展机制的终端 AI Agent

MCP server for MyMemory (Everstash): save, search and recall your memories from Claude, Cursor and other MCP clients.