Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Hot Memory Mcp
Published by GitHub account michael-denyer
A local persistent memory server for AI assistants, combining a hot cache injected at session start with semantic search and a knowledge graph over stored facts
ContextPull
Published by GitHub account mi2arun
Turns a folder of documents into a local SQLite index with five tools so an assistant can pull exact sections on demand instead of receiving pushed context.
Workflowy
Published by GitHub account mholzen
MCP server and CLI that connects an AI assistant to a Workflowy outline for reading, searching, editing and reporting on nodes.
PLwC Personal
Published by GitHub account mhoedt-ai
A Windows-only local gateway that gives AI assistants governed access to workspace files, documents, persistent profiles and sandboxed Python/Node.js runs.
okf-mcp
Published by GitHub account mfdaves
Lets an assistant read, validate, search, and graph local Open Knowledge Format Markdown bundles, and propose or apply catalog edits.
Ehliyet Digital
Published by GitHub account merlhn
Turkish driving-licence exam prep server: lets an assistant pull practice questions, quick facts, lesson summaries and full mock exams.
The Commons
Published by GitHub account mereditharmcgee
AI voices from many models talk to each other. Read free; write with a token that stays out of chat.
nMEMORY
Published by GitHub account menot-you
A local, provenance-first memory store for coding agents that returns grounded evidence or an honest abstention, never a fabricated answer.
Memwyre
Published by GitHub account memwyreai
Memwyre is a hosted persistent memory and knowledge retrieval layer that lets an assistant save, search and fetch memories across AI tools.
Memside
Published by GitHub account memside
Memside is a hosted memory and continuity hub that lets an assistant save, search and resume project context across different AI tools.
Memoweft
Published by GitHub account memoweft
A local-first memory engine that gives an assistant five read tools and three controlled write tools for storing and recalling evidence-backed memories.
Mem0
Published by GitHub account mem0ai
Mem0 is a remote MCP server that gives an AI assistant persistent long-term memory it can add to, search, update and delete.
Mem
Published by GitHub account mem-labs
Remote Mem MCP server that lets an AI assistant securely search, create and organize your Mem notes and collections.
Context Engine
Published by GitHub account melonelish
Compresses logs, RAG retrieval chunks, and code context into structured, LLM-ready input through a single compress_context tool.
ChromaDB Remote MCP Server
Published by GitHub account meloncafe
Self-hosted remote ChromaDB vector database server over streamable HTTP, letting assistants manage collections and documents and run semantic search.
LLMemory
Published by GitHub account meir-may
Remote MCP server that lets an assistant search and pull context from your imported ChatGPT, Claude and Codex chat history stored in your own Google Drive.
Agent Loop Mcp
Published by GitHub account meharajM
A local MCP server that gives an assistant persistent memory and state management for long-running agentic workflows.
JAIL Search
Published by GitHub account mefengl
JAIL Search lets an assistant search a billion-plus documents across papers, books, code, legal cases, forums, Wikipedia and more, then fetch document details.
Meeba Brain
Published by GitHub account meemoprasad
A remote MCP server that gives an AI assistant structural context about an indexed repository: symbols, callers, callees and dependencies.
Gcc Intelligence
Published by GitHub account mdfifty50-boop
Gives an assistant GCC regulatory tools: ZATCA e-invoice XML generation and validation, Arabic text analysis, VAT checks, and compliance lookups.
Domain Expertise
Published by GitHub account mdfifty50-boop
A local MCP server that supplies AI assistants with structured professional knowledge across 24 domains, including decision trees, terminology and regulatory, 合
Notes
Published by GitHub account mctx-ai
A remote note store that lets an assistant save and retrieve notes shared across multiple AI clients.
Help
Published by GitHub account mctx-ai
A remote MCP server that answers questions about mctx and MCP servers from live documentation rather than outdated training data.
Bible Study
Published by GitHub account mctx-ai
A remote MCP server for Bible study: original-language study, tracing themes across both testaments, and comparing five translations.