Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Loreweave
io.github.lets-order-some-fries
Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.
Repovine
io.github.legann
Checkout-local repository context graph over MCP; `npx repovine setup` wires skills, agents, hooks.
Lithtrix
io.github.learningloons-hash
Identity, memory, trust, and swarm MCP tools for AI agents. Spark trial at lithtrix.ai.
Leakferret
io.github.leakferrethq
Context-aware secret scanner: lets an AI agent scan, verify, and rewrite secrets before committing.
Livewire Flux Mcp
io.github.leMaur
Flux UI component and layout docs for AI coding agents. Live from fluxui.dev, Pro-tier aware.
KIP
io.github.ldclabs
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.
WhiteMagic — governed local memory for agent continuity
io.github.lbailey94
Local-first, governed memory and session continuity for AI coding agents. No cloud, no telemetry.
Agent Memory
io.github.lazymac2x
Cloudflare Workers MCP server: agent-memory
Layers Marketing MCP
io.github.layers
Give your agent marketing superpowers: research, renders, delivery, paid campaigns, measurement.
Outflow Mcp
io.github.laurells
MCP server exposing an Outflow workspace's live architecture graph as context for AI coding agents
Memharness
io.github.las7
Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.
Unlinked
io.github.larsbaunwall
MCP server that brings your LinkedIn professional profile and experience into your context.
Deadzone
io.github.laradji
Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.
ScholarFetch
io.github.laibniz
Multi-engine scholarly research server for search, traversal, full text, and reading lists.
Monk
io.github.labstack
Research stocks and futures with quotes, charts, news, scans, and source-backed evidence.
RxRadar
io.github.labrat-0
Semantic search across 5 US government healthcare databases.
LabFolio
io.github.labfolio
Research portfolio management — organize projects and track research artifacts.
Banyan Memory
io.github.labacacia
Persistent, governed local memory for MCP-compatible AI clients.
Sage
io.github.l33tdawg
Persistent, consensus-validated institutional memory for AI agents. Runs locally.
Agence
io.github.l-agence
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consensus
True Memory Fragments
io.github.kyle641320
Detect stale source context and retain traceable code-chain understanding for AI coding agents.
Claudex
io.github.kunwar-shah
Persistent memory + FTS5 search MCP server for Claude Code conversation history.
Kubeleash
io.github.kubeleash
Kubernetes MCP server with RBAC-style, context-scoped guardrails for AI agents.
Echocache
io.github.kskurtveit
MCP server caching expensive LLM responses: HTTP-style freshness plus semantic recall.