866 servers in Knowledge, Memory & RAG
Devin Memory
Icaro0310/devin-memory
Anti-poisoning memory for agents: provenance, conflicts, quarantine gate.
Docker Release Information
dockersamples/mcp-docker-release-information
MCP server providing Docker Desktop release notes and security information.
EleSync
darknodebros/EleSync
Private local-first AI workspace for shared context, knowledge, tasks, and memories
Engram
spectra-g/engram
MCP adapter for Engram - organizational memory for AI agents
Engram
tools.engram/engram
Memory for AI agent teams across tools, sessions, repositories, and teammates.
Engrm
dr12hes/engrm
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, and Codex.
EvolutionDB Long-Term Memory
alptekin/evolutiondb
Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.
FastMCP seed raise pipeline tracker
adelaidasofia/investor-relations-mcp
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks…
FastMCP server for bidirectional sync between personal and team Obsidian vaults
adelaidasofia/vault-sync-mcp
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge g
adelaidasofia/graph-autotagger-mcp
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…
FastMCP server for Substack
adelaidasofia/substack-mcp
FastMCP server for Substack — publish Notes and posts, pull analytics, manage drafts, pluggable…
FI Memory
FutureAiIndustries/FI-Memory
Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.
Filenymous Sharewall
Geoking2104/Filenymous
AI agents join an end-to-end encrypted, ephemeral Filenymous Sharewall: messages, files, notes.
Flutter Structure
Nilesh9783/flutter_structure_mcp
Audit architecture, security, memory, and code quality in Flutter, Laravel, Node, Python, & Vue.
Fusionpact Vectordb
FusionpactTech/fusionpact-vectordb
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
garnet
tarazou9/garnet-mcp
RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.
Genesys
Astrix-Labs/genesys
Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).
gigachat
theYahia/gigachat-mcp
MCP server for GigaChat — AI chat, embeddings, image generation (Russia)
Golden Dataset
nipunkhanderia/golden-dataset-mcp
Version-controlled golden datasets and RAG evaluation, no API key needed.
Granoflow
granoflow/granoflow-mcp-server
Connect MCP-capable AI agents to local Granoflow tasks, reviews, cards, imports, and work memory.
Graphmind
CloudCorpRecords/graphmind
Persistent knowledge graph: entities, relations, and observations for agents.
Heartwood Memory
jermayne36/heartwood-memory
Heartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source.
Hebbian Mind
For-Sunny/hebbian-mind-enterprise
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
Herb Tcm
pipeworx-io/mcp-herb-tcm
HERB 2.0 (herb.ac.cn) — Traditional Chinese Medicine herb/ingredient/target/ disease knowledge…
HippoDid
SameThoughts/hippodid-mcp-server
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
Homebrew Tap
azhard/homebrew-tap
Local MCP server for tasks and notes in any Markdown folder or Obsidian vault. No account needed.
Indepentest CDB
KiMiGuel/Indepentest-CDB
Shared local knowledge vault MCP server for Claude Desktop (Chat + Code)
Instinct
yakuphanycl/instinct
Self-learning memory for AI coding agents with pattern detection and confidence scoring.
Jamgate
amirj4m/jamgate
A neutral memory quality-gate MCP server: save_memory, recall_memory, forget_memory over stdio.
kala
anusornc/kala
kala memory over MCP: provenance-first agent memory with Datalog recall and as-of time travel.
Kawa Code
kawacode-ai/kawa.mcp
Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.
kcp-agent
Cantara/kcp-agent
Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.
Keeploop
keeploopapp/claude-plugin
Mail, Calendar, Messages, Notes, Contacts, Slack on your Mac for AI. Remote needs Pro or free trial.
KG-SSOT
marciocar/kg-ssot
Company-brain knowledge graphs: confirmed claims cite sources, and decisions get revisited
KMP
underpass-ai/kmp
Local-first agent memory that preserves what happened, when and why
Knowledge Forest
znecho9/knowledge-forest-mcp
Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.
Knowledge Gaps
onetrueclaude-creator/mcp-knowledge-gaps
Find what your knowledge base mentions but doesn't actually explain.
Koda
aabxtract/koda
Verification and memory layer for coding-agent workflows.
LBrain
metavolve-labs/lbrain-coding-agents
Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai/claim.html
Lex
SmarterGPT/lex
Episodic memory, Frames, Policy Neighborhoods, and policy enforcement for AI agents.
Lex
Guffawaffle/lex
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
Light Memory
PeterPirog/mcp-light-memory
Local-first persistent memory for coding agents and MCP clients.
Lindas
malkreide/lindas-mcp
MCP server for LINDAS — the Swiss administration's linked-data SPARQL knowledge graph (cube.link)
Lionscope
risyadul/Lionscope
Android profiler and Layout Inspector: CPU, memory, frames, stalls, layouts, network, logcat
Locus
EDKarlsson/locus
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Locus
Nano-Nimbus/locus
Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.
Lodekeep
com.lodekeep/memory
Memory MCP server for Claude Code. Correct a fact and the old version stops being recalled.
Loom
KlossKarl/loom
Local-first personal knowledge base. Cited answers from your vault via vector + graph retrieval.