Vector Search

MCP server for knowledge base with Mastra.ai and pgvector

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

Persistent memory for AI coding assistants. Injects context from past sessions into every LLM request.

Neruva MCP -- proprietary memory + grounding substrate for AI assistants (Claude Desktop / Claude Code / any MCP client). Typed Records store, document knowledge graph with exact multi-hop traversal (ownership/relationship tracing), semantic + structural

npx launcher for magpie-search — a federated search engine for AI agents (transcripts, files, knowledge graph, vector, web in one call), trust-ranked and token-budgeted, exposed as an MCP server. Runs the Python package via uv.

Persistent memory for Claude Code via MCP. SQLite + optional semantic search. Zero native deps. Works on Windows/Mac/Linux.

A TypeScript MCP server for document management and semantic search with embeddings

CLI and MCP server for TickTick task management

Local-first persistent memory MCP server for AI agents — with consolidation loop and git sync

Reduce LLM token costs by 30-60% with TONL format. TypeScript library & CLI with MCP Server for bidirectional JSON/YAML ↔ TONL conversion.

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.

Zero-dependency stdio MCP server for Thredz — long-term memory (wiki recall, semantic/keyword search, upsert, reflection signals), durable goals & tasks, and agent-to-agent messaging over the Thredz REST API. Point any Model Context Protocol client at it

A production-ready template for building Model Context Protocol (MCP) servers with TypeScript

Personal Knowledge Brain for developers — MCP server with typed neurons, hybrid search (FTS5 + vector), knowledge graph, vault encryption, time-travel history, and spaced repetition. 100% local, SQLite-based.

MCP server for SwiftOpenAI - access OpenAI APIs through Model Context Protocol

Persistent multi-path memory for AI agents — vector + BM25 keyword + entity graph search with RRF fusion, credential scrubbing, auto-consolidation, multi-backend storage (Qdrant + SQLite/Postgres)

Local-first memory infrastructure for AI coding agents. One brain shared across Claude Code, Codex CLI, Cursor, Kiro, Continue, Cline, Windsurf, or any MCP client. Organized in pluggable pods, stored in your own Postgres. No cloud, no telemetry. Auto-capt

MCP server that adds RAG-powered AI chat to any website. One command from Claude Code.

Local-first markdown memory MCP server. Searchable, file-based, human-readable.

MCP server for Dolphin semantic code search - works with Continue.dev, Claude Desktop, and other MCP clients