Embeddings and similarity search.
Production-ready MCP server with complete agent integration, multi-transport support, and comprehensive development automation tools for AI-assisted workflows.
MCP server for the Fan Intelligence Hub — chat, trend radar and internal knowledge base (RAG) as tools for Claude Code, Claude Desktop and Cursor, scoped to your hub account.
MoltFlow — complete WhatsApp automation platform: bulk messaging, scheduled messages, scheduled reports, custom groups, lead detection & CRM, AI replies with style cloning, knowledge base (RAG), voice transcription, group monitoring, labels, anti-spam, co
MCP server that indexes markdown docs and exposes hybrid semantic search for LLM context retrieval.
Component lookup over the encode-ui shadcn registry, as an MCP server. Zero setup; local embeddings, no API keys.
MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP
Local-first AI memory MCP server. Record, recall and consolidate memory on your own machine.
MCP memory server with semantic search, code indexing, and knowledge graph for AI agents
Execution-derived agent memory for AgentProdReady — capture, retrieve, and recall with optional vector/hybrid search.
MCP server that decides how much delegation a task deserves, routes it to specialist agents (single or planner-executor-tester-reviewer pipeline), and remembers how your business wants work done.
PIGX 微服务开发平台知识库助手 - 基于 Milvus 向量数据库的智能知识检索
MCP server exposing RAG-Forge pipeline operations as agent-callable tools
MCP server for semantic search — give Claude Code, Cursor, and other AI tools persistent memory via local Transformers.js or AWS Bedrock embeddings
Your exocortex. Ingest ChatGPT exports, PDFs, and files into a searchable knowledge base. Hybrid FTS5 + vector search. LLM-compiled knowledge pages. MCP server for Claude Code and Cursor.
MCP server for eustore.dev — autonomous sovereign storage + vector database for AI agents. S3-compatible storage and semantic vector search, fully API-driven, no dashboard needed.
MetaHarness example — Pinecone RAG memory agent scaffold with tiered routing, MCP default-deny, and verification gate (npx @metaharness/example-pinecone my-bot)
CaveauAI MCP server — RAG context injection for Claude Code/Desktop and other MCP hosts. Each client uses their own token + retrieval profiles.
Command line for Ancher, your personal knowledge base and research assistant: capture notes, search them by meaning, chat with the agent, and script the whole Ancher API.
A read-only MCP server that gives an AI client hybrid (BM25 + embeddings) search over a folder of Markdown/text documents.
Spicrawl plugin for OpenCode: adds the Spicrawl MCP server so agents can scrape web pages to Markdown or JSON