19 skills found
i3T4AN / Vector-Knowledge-BaseA semantic search engine that transforms your documents into an intelligent, searchable knowledge base using vector embeddings and AI
bees-roadhouse / bookstack-mcpMCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE + Streamable HTTP), OAuth 2.1, pluggable DB (SQLite/PostgreSQL+pgvector).
kapillamba4 / code-memoryMCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.
cbtw-apac / qdrant-loaderEnterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search.
tonyoconnell / vector-searchAI-powered chat application built with Next.js, Convex, AI SDK, and modern web technologies. Features real-time messaging, PWA support, documentation with Fumadocs, and enterprise-ready architecture with Turborepo and Ultracite.
cedricvidal / memorious-mcpSemantic Memory for MCP. 100% Local & Private. Store, recall, and forget with vector search via ChromaDB
3ksoft / schema-popMemory-layout-first schemas for zero-copy cross-language data structures.
MushroomFleet / zero-vector-MCPMCP server for deterministic procedural generation — seed-based world building, terrain & content systems
upstash / upstash-vector-jsProvides quick-start guidance and a unified entry point for Vector features, SDK usage, and integrations
tribal-memory / tribalSelf-hosted semantic memory over MCP for an engineering team's tacit knowledge. Rust, Postgres + pgvector.
pierceboggan / nano-banana-mcpAn MCP server for generating images.
tobs-code / a-mem-mcp-serverA-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten
rocketride-org / rocketride-serverHigh-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
tjl8787 / s3AWS S3 object storage for bucket management, object operations, and access control
Dataojitori / nocturne_memoryA lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
OpenBMB / UltraRAGA Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
itsmostafa / s3AWS S3 object storage for bucket management, object operations, and access control
louis49 / melchizedekPersistent memory for Claude Code. Automatically indexes every conversation and provides production-grade hybrid search (BM25 + vectors + reranker) via MCP tools. 100% local, zero config, zero API keys.
PDgit12 / knitbrainThe local-first brain for coding agents: project memory + workflow intelligence + lossless ~50% context savings. MCP server + LLM proxy, zero cloud.