828 servers in Knowledge, Memory & RAG
Context7
upstash/context7
Up-to-date code documentation for LLMs and AI code editors.
Honcho
plastic-labs/honcho
Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.
RevoGrid DataGrid
revolist/revogrid
Token-free MCP server for structured RevoGrid Core, Pro, and Enterprise knowledge retrieval.
Relaticle
relaticle/relaticle
Open-source CRM your AI agents can write to: companies, people, opportunities, tasks and notes.
Nautilus Compass Memory
chunxiaoxx/nautilus-compass
Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
tw Legal RAG
aa0101181514/tw-legal-rag
Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
Mengram
alibaizhanov/mengram
Agent memory with semantic, episodic and procedural types, a knowledge graph, Claude Code auto-save/recall hooks, smart triggers and multi-user isolation.
Technocore Chat
flop-labs/technocore-chat
Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.
ContextLattice
sheawinkler/ContextLattice
Private-by-default memory and context layer for agents with staged retrieval across fused data backends and long-horizon context continuity.
WhiteMagic
lbailey94/whitemagic
Local-first durable memory and session continuity for AI agents, with a hash-chained audit ledger and backup, export and import across devices.
Apple RAG
BingoWon/apple-rag-mcp
Apple developer docs and WWDC transcripts with RAG retrieval and Jev relevance ranking.
DeepMem
deepmemteam/deepmem
Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
AIquila
elgorro/aiquila
Nextcloud MCP server — 345 tools: files, calendar, contacts, mail, Talk, Deck, photos, maps, notes
DocsMint
HiAi-gg/docsmint
Cloud or self-hosted knowledge workspace with hybrid document search, GraphRAG, and scoped MCP tools for reading and updating documents.
Knowl
dat999zx/knowl
Persistent local memory for coding agents that retires replaced facts at write time, so agents read the current answer; facts are typed with provenance.
Infranodus
infranodus/mcp-server-infranodus
Map text into knowledge graphs to create a structured representation of conceptual relations and t…
OnlyMCP
Skills, agents and markdown memory in the cloud, the same in every client, plus a gateway to your other MCP servers.
Tela
zcag/tela
Self-hostable Markdown team wiki that agents can search, read and write, plus Atlas, which generates a cited wiki from git repos and Jira.
Synap Memory
maximem-ai/maximem_synap_sdk
Persistent memory for AI agents — log and recall conversation context over MCP.
AutoMem
verygoodplugins/mcp-automem
Graph-vector memory for AI assistants using FalkorDB and Qdrant
context-awesome
bh-rat/context-awesome
Search curated awesome lists and fetch the most relevant resources for your agent.
DataSinking
heubme2020/datasinking
Full-text financial reports (US, China, Japan, Korea, Taiwan, UK) as clean Markdown for RAG agents.
Lotus Wisdom
linxule/lotus-wisdom-mcp
Contemplative problem-solving using the Lotus Sutra's framework: multi-perspective reasoning, skillful means, non-dual recognition and meditation pauses.
ContextStream
contextstream/mcp-server
Persistent memory for AI coding tools with semantic code search, knowledge graphs, impact analysis and decision tracking.
INITE Brain
inite-ai/inite-brain-service
Long-term memory for AI agents: a bitemporal knowledge graph with cited answers.
Cairn.ink Memory
Cairn-ink/cairn-memory
Cross-session memory for AI agents with a Source Receipt for every memory, over MCP.
Memwyre
memwyreai/Memwyre
Universal persistent memory and knowledge retrieval layer for AI agents and LLMs.
Tedix
tedix-hq/tedix
Connect AI assistants to your Tedix organization’s tasks, knowledge, apps, and results through MCP.
Agentdocs
hoornet/agentdocs-mcp
Read, create, update, comment on and share AgentDocs Markdown docs, with full-text and semantic search.
GEML
geml-spec/geml
Address Markdown and GEML documents by block instead of by line: list, get, set, add, delete, rename, revert, find and check one block, with every write re-parsed and refused if it would break the document; plus call-graph queries over a codebase.
Mnemoverse Memory
mnemoverse/mcp-memory-server
Hosted memory that learns and forgets: feedback re-ranks useful memories, recall fades by recency and similar memories consolidate.
Renor
renorai/renor-engine
Private memory for AI agents: save and recall facts across Claude Code, Codex, Cursor and ChatGPT.
Chiplab
veecle/chiplab
Run, build, and validate firmware on virtual hardware from your AI agent. Hardware knowledge corpus.
PipesHub
pipeshub-ai/mcp-server
Permission-aware enterprise search and RAG over business apps such as Google Workspace, Microsoft 365, Slack and Jira.
Engram
engram-app/engram
Shared memory for Claude, ChatGPT and any MCP client. Read and edit it in Obsidian or the web app.
Release Notes Index
buildinternet/releases
Release notes and changelogs from across the web, indexed for agents. Also via CLI and REST API.
Synapse Layer
SynapseLayer/synapse-layer
MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.
XMemo
yonro/memory-os-cli
XMemo: user-owned agent memory to save, search, recall and manage scoped memories across AI tools.
Savecraft
joshsymonds/savecraft.gg
Savecraft serves real save game data and expert game knowledge to AI assistants.
StremAI
thomasjumper/agentbay
StremAI shared memory for coding agents across sessions, machines and tools, with per-agent attribution, provenance, verification status and export.
Bluet
dev.bluet/bluet
Product memory your agents read before they work: briefs, plan checks against decisions, debriefs.
Cathedral
AILIFE1/Cathedral
Persistent memory and drift detection for AI agents across session restarts.
Kanera
happendev/Kanera
Manage Kanera workspaces, boards, cards, checklists, comments, notes, automations, and reports.
Burn
Fisher521/burn-mcp-server
Search, triage and organize bookmarks saved in the Burn 451 read-later app as a knowledge base.
AIMEAT
miikkij/aimeat-protocol
Your knowledge, agents and apps on a node you own, reached from the AI you already use.
Artel
NicolasPrimeau/artel
Self-hosted coordination for agent fleets: shared semantic memory, tasks, agent-to-agent messaging, session handoffs and cross-agent knowledge synthesis.
AvianSuite
kyle-visner/stellarjay
Safe write access for AI agents: an append-only business fact store where every change is kept, attributed to the agent that made it, and can be undone (undo_changes). Self-host with stellarjay-mcp or use the hosted AvianSuite server.
Mob
benkaiser/mob-mcp-crm
An AI-first personal CRM you run in natural language: contacts, reminders, notes, and more.