Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Facthouse
io.github.gordonkjlee
Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.
Knownissue
io.github.gong8
Shared debugging memory for AI coding agents
Smart Connections
io.github.gogogadgetbytes
MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.
EchoVault Memory
io.github.go-ports
Local-first memory for coding agents; stores decisions, bugs, and context across sessions.
FrancoLabs
io.github.glauberfrancodesign
UX research platform: manage studies, browse templates, read responses and analytics.
GST Cranes Public Discovery MCP
io.github.gkmex75
Public read-only discovery tools for GST Cranes marketplace, wanted ads, and Crane Wiki.
GitWhy — The Context Layer for Git
io.github.gitwhy-cli
The shared AI context engine for git — save, search, and share the reasoning behind code changes.
Gitmem
io.github.gitmem-dev
Persistent institutional memory for AI coding agents. Memory that compounds.
duke-book
io.github.gitHubDujianfeng
Manage Duke Bookmark notes, categories, and plan-enabled knowledge search over MCP.
Giskard Memory
io.github.giskard09
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.
MemoStem
io.github.girapphe
Your reviewed knowledge, across AI conversations.
Google Docs Mcp Server
io.github.gigabrain-observer
Google Docs MCP server with full tab support, markdown extraction, and batch updates.
Socraticode
io.github.giancarloerra
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
Januscope
io.github.giancarloerra
Local MCP proxy for tool restrictions, response redaction, audit logs, and database schema context.
SCORM Packager (HTML → SCORM 2004)
io.github.giacomomaria81
Turn HTML or mobile-learning exports into SCORM 2004/1.2 packages, and validate any SCORM zip.
haiku.rag
io.github.ggozad
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
Hamster
io.github.gethamster
Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.
argot
io.github.get-tmonier
Read-only context and complete checks against patterns learned from git history. Local; no LLM.
Simpliq Server
io.github.gersonfreire
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping
Mcp Gera Mind
io.github.geraservicesuk
GeraMind MCP (placeholder) — personal context vault for AI agents. Launching 2026.
Google Jules Mcp Server
io.github.georgeracu
Model Context Protocol server for Google's Jules AI coding agent
Genudo
io.github.genudo-ai
Build & manage Genudo AI agents for any messaging channel — pipelines, integrations, knowledge.
MCPSentinel
io.github.gentaArnezzi
Precision-first security scanning for Model Context Protocol servers.
Preprint Fulltext
io.github.genecell
bioRxiv/medRxiv/arXiv preprint full text as structured sections for AI agents + search.