Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Vexor
io.github.scarletkc
A semantic search engine for files and code.
Perenna
io.github.scarletkc
A lightweight, Git-backed permanent memory for AI agents.
GitHub Issue MCP
io.github.sarim-aliii
AI-powered MCP server for generating GitHub issues and detecting semantic duplicates.
Power Automate Mcp Server
io.github.sapientsai
Inspect, operate, and author Microsoft Power Automate cloud flows from an agent context.
Stellar Memory
io.github.sangjun0000
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-native.
Overte Mcp
io.github.sandraschi
Overte (open-source Vircadia-lineage metaverse) Model Context Protocol server for domain administ...
Project Context
io.github.sandovalrr
Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.
macadress
io.github.samymassoud
MAC address and OUI vendor lookup over Model Context Protocol.
Vestige
io.github.samvallad33
Local-first memory for AI agents that reaches backward to find a failure's root cause.
Prompyai
io.github.samouh-waleed
Scores your prompts against your real codebase — context-aware prompt intelligence
Sentarion
io.github.sammyboi81
Give your AI agents rules, memory, and receipts. Governed multi-agent orchestration for MCP.
ArkHive MCP
io.github.sammyboi81
Tamper-evident memory + governance MCP for Claude Code, Cursor, Codex. Ships the Seatbelt kit.
Norn
io.github.samad001z
Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.
Sensecritiq
io.github.salvisare
UX research synthesis. Upload interviews and get themes, findings, and verbatim quotes in minutes.
Dify Mcp
io.github.salted-butter-joshua
MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients
trelix
io.github.sairam0424
Semantic code search for AI agents — hybrid BM25+vector, call-graph, 20+ languages.
Mindforge
io.github.sairam0424
Read the MindForge engine over MCP: knowledge graph, project health, and audit log.
Wiki Title Check
io.github.sadri-dridi
Check whether a Wikipedia title exists. Title discarded after the call.
Memory Key Count
io.github.sadri-dridi
Count keys in a JSON object. Values discarded.
Lib Docs Hint
io.github.sadri-dridi
HTTP status for a public library docs URL. Body discarded.
docs page slug charset, value discarded
io.github.sadri-dridi
docs page slug charset, value discarded
docs path segment count, value discarded
io.github.sadri-dridi
docs path segment count, value discarded
docs heading-anchor charset, value discarded
io.github.sadri-dridi
docs heading-anchor charset, value discarded
docs heading-anchor charset, value discarded
io.github.sadri-dridi
docs heading-anchor charset, value discarded