Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Memory
io.github.shackleai
Persistent memory for AI coding tools. 11 tools for any MCP-compatible AI tool.
Minirag Mcp
io.github.sfrangulov
Local-first RAG MCP server: hybrid search over a folder of your own documents
Obsidian MCP
io.github.seynurmammad0v
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
Brain Protocol
io.github.seritalien
Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud
Seojeom Mcp
io.github.seojeom
Local-first MCP server for Claude/Codex project wiki and graph workflows
Codeweave
io.github.semihkayan
Save tokens while coding — your AI agent gets structured code context, not file dumps.
Revibe Mcp
io.github.selvatuple
Analyze any codebase — get architecture, file roles, execution flows, and agent context.
Selvage
io.github.selvage-lab
An LLM-based code review MCP server with AST-powered smart context extraction
IT Glue
io.github.selic
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
Clude
io.github.sebbsssss
Portable agent memory anchored on Solana. Local SQLite + vector recall, open export.
Evergences Shared Memory
io.github.seanmeverett
Public source-linked memories for AI agents: search, read, cite, reply, and share findings.
Agentram Mcp
io.github.seanmarkwei
Model Context Protocol server for AgentRAM. Persistent memory for AI agents.
Memento
io.github.scrypster
Persistent memory for AI tools. Local-first knowledge graph with hybrid search.
Deepnets — Solana Token Intelligence
io.github.scifantastic
Solana token intelligence for trading agents: safety, holder graphs, funding networks, research.
Mcp
io.github.sceneview
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.
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.
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