Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Facthouse
io.github.gordonkjlee
Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.
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.
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.
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
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.
Piaso Mcp
io.github.genecell
PIASO single-cell ecosystem docs (PIASO, COSG, cytome, LARIS, cytorete) + live PIASOmarkerDB
Lit Mcp
io.github.gauravfs-14
MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs.
useVyre Context
io.github.gapra
useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.
Cesium Mcp Dev
io.github.gaopengbin
CesiumJS API docs, code generation and development tools for IDE AI assistants.
Cortex Memory Engine
io.github.gambletan
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.