Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Claude Context Sync
io.github.ybin4548
Share context, detect conflicts, and message across parallel Claude Code sessions
Skeletongraph
io.github.yashdoke7
Zero-LLM structural code retrieval for AI coding agents, served over MCP.
Learning Model Context Protocol
io.github.yarnabrina
MCP server that can perform basic arithmetic operations and parse/evaluate arithmetic expressions.
Yantrikdb Mcp
io.github.yantrikos
Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection
Overleaf
io.github.yangzichao
Read and edit Overleaf papers from any AI client. Edits can arrive as tracked-change suggestions.
Nexusmem
io.github.yaminbkk
Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.
Agent Memory Os
io.github.yamantaka520
Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.
Instinct
io.github.yakuphanycl
Self-learning memory for AI coding agents with pattern detection and confidence scoring.
Agent Memory Mcp
io.github.xultrax-web
Markdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.
Mcp Document Converter
io.github.xt765
Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.
FO Semantic MCP
io.github.xplusplusai
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes, and more.
Xaip Mcp Server
io.github.xkumakichi
AI agents get on-chain identity, credentials, reputation, escrow, and persistent memory on XRPL.
Xentropy Notes — Memory Layer for AI
io.github.xjpru
Semantic search and knowledge graph for your Wall notes from Claude Code and MCP clients.
Gopls Mcp
io.github.xieyuschen
Semantic code analysis for Go using gopls - language-aware navigation, definitions, references
SourceHarbor MCP
io.github.xiaojiou176-open
Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHub, and RSS.
Provenote MCP
io.github.xiaojiou176-open
First-party Provenote MCP server for drafts, research threads, auditable runs, and knowledge search.
agent-exporter MCP bridge
io.github.xiaojiou176-open
Local stdio MCP bridge for archive publishing, retrieval, and governance evidence.
AI Agent Memory
io.github.xiangzi1126
Agent-agnostic persistent memory MCP server. Local-first: memories travel with your project.
Agent Memory
io.github.xChuCx
Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.
Mcp Webgate
io.github.x-monk
Web search that doesn't wreck your AI's memory.
Mcp Webgate
io.github.x-hannibal
Web search that doesn't wreck your AI's memory.
Hudu
io.github.wyre-technology
MCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.
Freshdesk
io.github.wyre-technology
MCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base.
Yuque MCP
io.github.wwwwujl
Yuque MCP server with safe read/write tools for groups, group members, repositories, docs, and TOC.