A
license-
qualityD
maintenanceA very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
15
42
MIT
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"A simple memory MCP server with read/write tools and vector database search" matching MCP servers:
- AlicenseAqualityCmaintenanceMCP server that converts file contents into compact, line-numbered PNG images for vision models to read, reducing token usage by roughly 7x for large files.3MIT
- AlicenseAqualityCmaintenanceMCP server for writing Markdown report fragments to files with path safety and SHA-256 verification.3MIT
smart-read-mcpofficial
Alicense-qualityFmaintenanceProvides a universal read path for agents to extract facts, metadata, and provenance from local files and guarded remote URLs without using generative LLMs.MIT- Alicense-qualityBmaintenanceEnables Claude to write in your personal style by learning from your local documents. It provides statistical style context for natural language rewriting, all without any data leaving your machine.MIT
- Alicense-qualityAmaintenanceA portfolio MCP server demonstrating four tools (web search, database query, file reading, directory listing) with read-only SQL, filesystem sandbox, and both stdio and HTTP transports.MIT
- Alicense-qualityDmaintenance一个基于FastMCP协议的文件向量化服务，支持自动目录监控、多格式文件处理和高效向量搜索，帮助构建个人或团队知识库。Apache 2.0
- Alicense-qualityDmaintenanceMCP server to read protected (or unprotected) PDF files, extracting text to a temp file, and handling large PDFs.11MIT
@agentage/mcp-memoryofficial
AlicenseAqualityBmaintenanceExposes local memory vaults as 6 MCP tools over stdio, enabling clients like Windsurf, Zed, and Claude Desktop to read and write memory.62302MIT- AlicenseBqualityAmaintenanceA local MCP server that provides agents with tools to list, read, search, inspect history and diffs, and capture unstructured text in a user-owned Git repository of durable memory.5MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that enables Claude to persistently store, search, and manage text memories with tags in a local JSON file.1423MIT
- AlicenseCqualityDmaintenanceMemory bank with Server as SSH support for central knowledge base153935MIT
- Alicense-qualityCmaintenanceProvides tools for AI agents to manage long-term memories, daily notes, and TODO lists through a structured markdown file system. It enables context awareness by allowing agents to read, write, and search entries for persistent information storage.11MIT
- Alicense-qualityDmaintenanceEnables AI models to access external services including weather data, file system operations, and SQLite database interactions through a standardized JSON-RPC interface. Features production-ready architecture with security, rate limiting, and comprehensive error handling.283MIT
- Alicense-qualityDmaintenanceA Model Context Protocol server providing file search and question tools for AI models. Enables keyword search in files with line numbers and integration with external chat services.283MIT
- Flicense-qualityCmaintenanceBridges Claude Code and Claude.ai by exposing project memory files over MCP for shared context across both interfaces.
- Flicense-qualityDmaintenanceA modular MCP server that provides comprehensive system automation capabilities including file operations, Telegram integration, job scheduling, system control, and YouTube downloads. Features persistent data storage and a clean architecture for easy extension and maintenance.
- AlicenseAqualityBmaintenanceAn MCP server that gives AI models a persistent notebook backed by a folder of Markdown files, with tools to discover, read, write, edit, and delete notes.9MIT
- AlicenseAqualityAmaintenanceMCP server for full-text search across PDF document collections with offline indexing, ranked results, snippets, and page rendering.4MIT
- AlicenseAqualityAmaintenanceMCP server that exposes agent-memory-daemon to any MCP-compatible client — Kiro (CLI & IDE), Claude Desktop, Cursor, and others. The daemon does the thinking (consolidation + extraction); this server is a thin filesystem bridge so agents can read, append, and search memory through the Model Context Protocol.4304MIT