Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
23 servers on this page
FAQai
app.faqai
Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.
Mnema
ai.zimac
Local-first, formally verified memory for AI agents: consult/learn/related/list over MCP.
ZenBrain Memory
ai.zensation
Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite, no account.
Deepcontext
ai.wild-card
Advanced codebase indexing and semantic search MCP server
Synchronex
ai.synchronex
Connect any AI agent to your Synchronex workspace — portable memory, decisions, and workers.
Engrava
ai.sovantica
Tamper-evident audit, MindQL, and Action Records — embedded memory database for AI agents.
SmartMemory
ai.smartmemory
Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.
RCLL
ai.rcll
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.
Perplexity API Platform
ai.perplexity
Real-time web search, reasoning, and research through Perplexity's API
Logic Server
ai.nocturnus
Agent reasoning, memory, and token-optimized context for AI applications.
Arc
ai.megastructure
Local hub your coding agents sign into: rooms, tasks, decisions, artifacts, memory. Desktop app.
Mcp
ai.mafdet
Read-only Mafdet AI account tools (models, balance, usage, subscription) and docs search.
Lithtrix — Identity, Memory & Trust for AI Agents
ai.lithtrix
Identity, memory, trust, and swarm primitives for AI agents. MIRC base always free.
LBrain
ai.lbrain
Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai/claim.html
Reverie
ai.knowall
Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search
Kawa Code
ai.kawacode
Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.
Gateco
ai.gateco
Permission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.
eonik
ai.eonik
Read brand, research, and performance facts; draft briefs. Never spends. You approve every cut.
Bourdon
ai.bourdon
Recognition-first cross-agent memory federation. One shared memory across all your agents.
Ctxl Mcp
ai.autoblocks
Personal context management for AI assistants
Ctxl
ai.autoblocks
Personal context management for AI assistants
Contextlayer Mcp
ai.autoblocks
Personal context management for AI assistants
contextburn
ai.arsentev
Run efficiency for coding agents: share of paid tokens that became output, not context re-reading.