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maintenanceSimple MCP Runner makes it effortless to safely expose system commands to language models via a lightweight MCP server—all configurable with a clean, minimal YAML file and zero boilerplate.
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"A simple memory MCP server with read/write tools and vector database search" matching MCP servers:
- AlicenseAqualityAmaintenanceLocal, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates37Apache 2.0
- AlicenseAqualityAmaintenanceFailure Memory provides AI coding agents with a shared local memory of failures, enabling them to record, recall, and learn from mistakes across sessions.2MIT
- Alicense-qualityBmaintenanceThe Multi DB MCP Server is a high-performance implementation of the Database Model Context Protocol designed to revolutionize how AI agents interact with databases. Currently supporting MySQL and PostgreSQL databases.411MIT
- Alicense-qualityAmaintenanceA memory, docs, and repo context layer for engineering agents, providing typed persistent memory, RAG document retrieval, and repository-aware tools to recall decisions, runbooks, and operational knowledge across sessions.39MIT
- Alicense-qualityAmaintenanceLocal-first, file-based memory layer for AI agents — one shared Markdown vault across Claude, Codex, Gemini, Cursor and any MCP client. Provides read/write memory tools with an audit trail, per-agent trust levels, and Git sync; no cloud and no lock-in.2MIT
- Alicense-qualityBmaintenanceGoverned multi-agent memory for AI agents. Hybrid markdown + SQLite store with full-text search, vector retrieval, and LLM reranking. Three transports: MCP stdio, HTTP JSON-RPC, and MCP SSE. One Go binary1Apache 2.0
- Flicense-qualityBmaintenanceMCP server that provides web search via LLM API gateways with server-side search, returning cited answers and multi-provider fallback.
- AlicenseAqualityAmaintenanceMCP server for file operations with non-UTF-8/Unicode encoding: Cyrillic, CP1251, CP1252, ISO-8859, KOI8 auto-detection82021GPL 3.0
- Alicense-qualityDmaintenanceUse Tavily Search to search for news pages or images.MIT
- Alicense-qualityCmaintenance🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.7MIT
- Alicense-qualityAmaintenanceAn MCP server that provides persistent memory for AI agents, enabling context retention across sessions and supporting vibe-loop workflows where agent promises and deliverables are tracked and validated.MIT
- FlicenseAqualityAmaintenanceI gave Claude a mass grave of 200 markdown files and now it remembers my entire project between sessions. No cloud, no API keys, one 10mb Go binary, and private. Stateless Agent Memory Engine is your synapse to the CLI.1723
- MIT
- Alicense-qualityAmaintenanceMCP server for encoding-aware file operations supporting 24 encodings, with secure directory-restricted tools and optional local execution for ChatGPT Web via OpenAI Secure MCP Tunnel.GPL 3.0
- AlicenseAqualityAmaintenanceModel Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (42 meta-tools / 57 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.231MIT
- AlicenseAqualityAmaintenanceMCP server for GLEIF LEI (Legal Entity Identifier) database access. Look up, validate, and search legal entities and their relationships in the global LEI system.126MIT
- AlicenseAqualityBmaintenanceMCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and discovery features.473MIT
- AlicenseAqualityAmaintenanceMCP server for MediaWiki wikis. Search, read, edit, and manage wiki content from AI assistants. Includes formatting, link checking, revision history, and markdown conversion.4320MIT