Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Tooluniverse
io.github.mims-harvard
2,500+ scientific tools for AI scientists: life science, research, literature, and more.
Swsd
io.github.mikimatsub
MCP server for SolarWinds Service Desk tickets, catalog, knowledge, ITSM operations, and workflows.
ContextDB Memory
io.github.mikhailbovt
Local-first durable AI memory with policy-bound recall and a typed project graph.
Kubeview
io.github.mikhae1
Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters.
Enterprise Research Evidence Chain
io.github.mikeli20221102-ux
Read-only enterprise research MCP: frameworks, frozen snapshots, sourced results. No trading advice.
Brainllm
io.github.miisodev
Persistent graph-structured memory for LLMs in TriliumNext Notes — readable and editable by humans.
OpenOCD Debugger
io.github.microhenrio
Debug microcontrollers via OpenOCD: flash, breakpoints, memory, registers and variables.
Linksee Memory
io.github.michielinksee
Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.
Verified Googledocs Mcp
io.github.michaelrobertsutton
MCP server for Google Docs with verified writes — every mutation returns before/after proof.
Hot Memory Mcp
io.github.michael-denyer
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.
Mimic AI
io.github.miapre
Builds Figma from your design system: real components and tokens, enforced, learning every build.
ContextPull
io.github.mi2arun
Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.
okf-mcp
io.github.mfdaves
Validate, search, graph, and safely author local Open Knowledge Format bundles.
meshdb
io.github.meshpop
Distributed search and indexing MCP — full-text search, semantic queries, structured data
nMEMORY
io.github.menot-you
Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.
Memoweft
io.github.memoweft
Portable AI memory as MCP tools: five reads and three controlled writes.
Context Engine
io.github.melonelish
Compress logs, retrieval chunks, and code context into structured LLM-ready signal.
Agent Loop Mcp
io.github.meharajM
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
Token Lens
io.github.mdfifty50-boop
Context window token analysis and budget management
Domain Expertise
io.github.mdfifty50-boop
Inject deep domain knowledge into any AI agent
Ariadne
io.github.mclaut
Local-first multilingual, auditable memory for Codex, Claude Code, and MCP clients.
Tenkai Mcp
io.github.mcfredrick
Search Tenkai Daily AI news for open-source releases, papers, and tools. Updated daily.
Caddie Mcp
io.github.mbrionesalvarez
Your Garmin golf data in Claude: GPS shots, strokes gained, club distances, health context
Cities2 MCP and Modding Toolkit
io.github.mayor-modder
Cities: Skylines II wiki, encyclopedia, and mod workflow tools for AI agents.