Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Draw2agent
io.github.zero-abd
Draw on your website, let your AI agent see it. Visual context for code generation via MCP.
Gitlab Mcp
io.github.zereight
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more.
Zenith
io.github.zenitheditor
Author, validate, edit, and render deterministic .zen design docs to PNG/PDF.
Apple Ads MCP
io.github.zelentsov-dev
Local Apple Ads research, optimization, and receipt-gated App Store campaign management.
Zdravo Cursor
io.github.zdravo-ai
Persistent AI memory for Cursor. Save and search memories via Zdravo.
Knowledge Graph Mcp
io.github.zcsabbagh
Knowledge graph MCP for student learning with spaced repetition and mastery tracking
Google Drive Comments Mcp
io.github.zayansalman
Minimal MCP server for reading comments on Google Drive files (Docs, Sheets, Slides). Read-only.
Perplexity Agent
io.github.zalez
Multi-step web research with citations via Perplexity's Agent API. Standard library only.
Inferra
io.github.zaharajabeen13-create
Auditable rule-based decisions with RAG explanations: a Rete engine decides, an LLM explains why.
Memory Mcp
io.github.yuvalsuede
Persistent memory + git snapshots for Claude Code. Never lose context or code.
YADE MCP Server
io.github.yusong652
MCP server for YADE — open-source DEM engine. Browse API docs, run simulations, manage tasks.
PFC - ITASCA Discrete Element Simulation
io.github.yusong652
Give AI agents full access to ITASCA PFC - documentation, simulation, and plot capture.
ITASCA MCP Server
io.github.yusong652
Give AI agents full access to ITASCA PFC, FLAC3D, 3DEC, MPoint, MassFlow: docs, simulation, plots.
Yuque Mcp
io.github.yuque
MCP server for Yuque — expose your knowledge base to AI assistants.
HackMD
io.github.yuna0x0
A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.
Statecore Mcp
io.github.yul761
Auditable memory for coding agents: evidence chains, supersession history, keyless embedded SQLite
Repo Memory
io.github.yubinkim444
Shared, git-tracked working memory for AI agents on the same codebase.
mdflow — Context OS for AI Coding Agents
io.github.yubinbin32-ops
Context OS for AI coding agents: task-scoped AST context, verified mutation, and rollback.
ContextOS — Powered Exoskeleton for AI Coding
io.github.yubinbin32-ops
Powered exoskeleton for AI coding: auto-governs context via MCP to cut 90%+ context waste.
TeamMemory
io.github.ysydhc
Team experience database - let AI accumulate, retrieve and apply team knowledge across chats.
Koncept Mcp Server
io.github.yourtechtribe-labs
Query a curated YAML semantic concept graph for codebase invariants and cross-cutting facts.
Outline Mcp
io.github.ynishi
Tree-structured knowledge base as an MCP server
Gmem
io.github.yksanjo
Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.
RAWThink
io.github.ygtalp
Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.