866 servers in Knowledge, Memory & RAG
NotebookLM
roomi-fields/notebooklm-mcp
Automate Google NotebookLM: Q&A with citations, audio podcasts, video, content generation, source management and notebook library.
Gistpad
lostintangent/gistpad-mcp
Manage personal knowledge, daily notes and reusable prompts in GitHub Gists, as a companion to GistPad.
KLYPIX Shared Project Memory
dahshanlabs/klypix-mcp
Versioned project brain for coding agents, committed with the repo: decisions, corrections, evidence anchors that flag code drift and file-overlap warnings.
Context Sync
Intina47/context-sync
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
In Memoria
pi22by7/In-Memoria
Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.
Akb
dnotitia/akb
Organizational knowledge base: Markdown docs, PostgreSQL tables and files linked by a URI graph, with hybrid search, Git history and multi-tenant ACLs.
Zettelkasten
entanglr/zettelkasten-mcp
Zettelkasten knowledge management: create, link and search atomic notes.
Technocore Chat
flop-labs/technocore-chat
Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.
Piia Engram
Patdolitse/piia-engram
Persistent user identity across AI tools: preferences, lessons and decisions in local JSON with staged verification, AES-256-GCM encryption and cross-tool sync.
Openzim
cameronrye/openzim-mcp
Search and navigate Wikipedia and other ZIM-format knowledge archives offline, with smart retrieval and caching.
Memex
iamtouchskyer/memex
Zettelkasten-based agent memory system with bidirectional links
CodeGraph
codegraph-ai/CodeGraph
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.
jevmem
Avinash-jetwani/jevmem
Automatic project memory for Claude Code and Cursor; Codex and Claude Desktop over MCP.
Docmancer
docmancer/docmancer
Local-only MCP server for source-attributed Markdown memory and documentation retrieval.
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.
Obsidian Sync
es617/obsidian-sync-mcp
Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync.
Mem0 Selfhosted
elvismdev/mem0-mcp-selfhosted
Self-hosted mem0 for Claude Code: Qdrant vector search, Neo4j knowledge graph, Ollama embeddings and session hooks for automatic cross-session memory.
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.
loci
IvenKooLab/loci
Queryable second brain over your scattered notes, docs, PDFs and chat exports: hybrid retrieval (vector + BM25 fused with RRF), section-level citations with an optional claim-by-claim verification pass, and an Obsidian-style wikilink graph — all local, any OpenAI-compatible API or fully offline via Ollama. pip install loci-rag then run loci-mcp.
VelesDB Memory
cyberlife-coder/VelesDB
Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
Claudex
kunwar-shah/claudex
Persistent memory and full-text search over Claude Code conversation history indexed into SQLite, with session summaries and a web UI for exploration.
Pensyve
major7apps/pensyve
Universal memory runtime for AI agents — episodic, semantic, and procedural memory.
Obsidian Vault
luffysolution-svg/obsidian-vault-mcp
Local Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.
Claude Soul
DomDemetz/claude-soul
Learning engine for Claude Code: extracts signals from sessions, runs periodic reflections and promotes or retires behavioral frameworks based on evidence.
Scrivener
writerslogic/scrivener-mcp
Work with Scrivener 3 writing projects: document management, writing analysis, semantic search, character and plot memory, and content enhancement.
Continuum
pouyahasanamreji/continuum
Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.
KIP
ldclabs/KIP
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.
pond
tenequm/pond
Lossless archive and search for AI agent sessions across clients.
Notebooklm Secure
Pantheon-Security/notebooklm-mcp-secure
Security-hardened Google NotebookLM access: session-based conversations, notebook library management and source-grounded answers, with post-quantum encryption.
DecisionNode
decisionnode/DecisionNode
Record development decisions as structured JSON with Gemini embeddings and search them semantically from a local store shared across AI tools.
Robrain
adelinamart/robrain
Self-hosted decision memory for coding agents: captures architectural decisions and rejected alternatives, and warns before a rejected approach is re-proposed.
Codemem
kunickiaj/codemem
Persistent coding memory across sessions, machines and teammates, with memory search, optional sync, project sharing and automatic capture.
Cortex
cdeust/Cortex
Neuroscience-inspired memory for Claude Code on PostgreSQL/pgvector: decay, consolidation, a predictive-coding write gate and lifecycle hooks.
Total Agent Memory
vbcherepanov/total-agent-memory
Local memory for coding agents: temporal knowledge graph with fact invalidation, procedural and episodic memory, AST codebase ingest and cross-project analogy.
Hatchdoor
BatterWorks/Hatchdoor
Self-host your Obsidian vaults: a web UI for you, MCP for your AI agents. No Obsidian, no plugins.
Probe Kit
mybolide/mcp-probe-kit
Spec-driven dev workflow MCP: start_ orchestration, memory, GitNexus, quality gates.
Agentcairn
ccf/agentcairn
Local-first agent memory: a Markdown Obsidian vault as source of truth plus a rebuildable DuckDB index for hybrid BM25, vector and graph recall.
Context Card
Wolfe-Jam/mcp-context-card
MCP server for a project's context (AGENTS.md), memory, and identity — base or drop-in extension.
AutoMem
verygoodplugins/mcp-automem
Graph-vector memory for AI assistants using FalkorDB and Qdrant
Docx
SecurityRonin/docx-mcp
Read and edit Word (.docx) documents with tracked changes, threaded comments, footnotes, OOXML-level validation and document auditing.
Myco
Battam1111/Myco
Cross-session, cross-project agent memory built on a self-validating filesystem graph derived from ASTs and Markdown links, not embeddings.
Devrag
tomohiro-owada/devrag
Local RAG for semantic vector search over Markdown documents with sqlite-vec and multilingual-e5-small embeddings, filterable by directory and filename.
Rms Memory
max-ramas/rms-memory-mcp
Local-first memory for coding agents: hybrid LanceDB/Tantivy search, Markdown and code indexes, per-project vaults and recall that abstains on low confidence.
ChatCrystal
ZengLiangYi/ChatCrystal
Local-first memory for AI coding conversations: imports chats from coding assistants into notes with semantic search, tag graphs and Markdown export.
Zikkaron
amanhij/Zikkaron
Biologically-inspired persistent memory engine for Claude Code MCP agents
People Context
JinyangWang27/people-context
Local-first memory about the people in your life: identity resolution, relationships, facts, interactions, reminders and communication guidance.
Callimachus
BetaBots-LLC/callimachus
Local hybrid search (SQLite FTS5 and on-device vectors) over coding-agent conversation history from multiple tools, so agents can recall their past work.
AI Memory
alphaonedev/ai-memory-mcp
Persistent memory for any AI — zero token cost until recall