Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page

IlyaGusev Academia Mcp
ai.smithery
Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…

ChiR24 Unreal Mcp Server
ai.smithery
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…
SmartMemory
ai.smartmemory
Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.
SimpleServe
ai.simpleserve
Find AI agents, delegate research and other tasks, and get results in your AI assistant.

Mcp
ai.shumi
Crypto market intelligence: prices, funding rates, narratives, regime, and delta-neutral research.
ShotClick Screenwriting
ai.shotclick
Your AI writes inside real screenplays: formatted scenes, locked numbering, outlines, research.
SessionKeeper
ai.sessionkeeper
Dungeons & Dragons (D&D) and TTRPG companion: SessionKeeper sessions, NPCs, wiki, DM prep.
Selda
ai.selda
Find customers, research each one and draft the outreach. Nothing sends without approval.
Seendb
ai.seendb
Video knowledge base for agents: search your library's transcripts, keyframes and on-screen text.

RoboSystems
ai.robosystems
Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP.
RFP.ai
ai.rfp
Draft cited RFP and security questionnaire answers from your knowledge base, with human review

Revelara
ai.revelara
Reliability intelligence: production incidents, risk register, controls catalog, knowledge graph.
Realastat
ai.realastat
Real estate deal analysis from chat: rental underwriting, buy-box matching, deal library, docs.

RCLL
ai.rcll
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.
Mcp
ai.promptarch
Research-backed linting + generation for agent context files (CLAUDE.md, AGENTS.md, Cursor rules).
ProductNow
ai.productnow
Connect AI agents to ProductNow's context engine to search, create, review, and act.

ReasonGraph Cloud memory
ai.primaxiom.memory
Graph memory for AI agents: entities, cause-effect links, cross-session recall, time travel.

Preuve AI Market Research
ai.preuve
Market research and competitive intelligence for startup ideas - every finding source-linked.

PCD (Portable Context Deck)
ai.portablecontext
Your portable context layer — load it into any AI.
Picsha AI
ai.picsha
AI-native digital asset management: semantic search, generative image edits, and CDN delivery.
Perplexity API Platform
ai.perplexity
Real-time web search, reasoning, and research through Perplexity's API
Pathbound
ai.pathbound
Customer-context and ops layer for AI agents

Parallel Task MCP
ai.parallel
An MCP server for deep research or task groups

Paper Lantern
ai.paperlantern
Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.