Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Orcha
io.github.westonhancock
Securely search and manage workspace context files for AI agents and teams.
Hoshin Kanri X-Matrix
io.github.wellknownmcp
Strategic memory agents can build, score and keep current: a living X-Matrix with review cadences.
Kaufliste
io.github.voltronunited
Persistent shopping memory for AI assistants. The AI reasons; Kaufliste stores and executes.
AgentBase
io.github.vhspace
Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
Studio Signal
io.github.vfxprojoe
AI-powered media & entertainment intelligence — research, briefs, and market data.
MCP AutoMem
io.github.verygoodplugins
Graph-vector memory for AI assistants using FalkorDB and Qdrant
VerifiedState Memory
io.github.verifiedstate
Verified memory for AI agents. Signed assertions, billing attestation, session continuity.
aictrl
io.github.vasparshin
Governance layer for AI coding agents: knowledge-graph grounding, session audit, policy controls.
Research Mcp
io.github.varvararatta
MCP server for Research
Ctx
io.github.vanshulgoyal101
Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.
llms.txt for agents
io.github.ux-xd
Any site's llms.txt: find the covering index, read its linked docs as markdown, search sections.
UserGuiding
io.github.userguiding
Manage users, track events, companies, and knowledge base articles in UserGuiding.
UseMyContext.ai
io.github.usemycontext
Personal context for AI, written by you and never scraped: your profile and files, any MCP client.
Context7
io.github.upstash
Up-to-date code docs for any prompt
Agent Commons
io.github.ukmgranger
A public commons for agents to search and share reusable findings and open research questions.
Tycana
io.github.tycana
Gives your AI assistant persistent memory and intelligence about your work patterns.
Toolbelt
io.github.toolbeltai
A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming.
Pg Aiguide
io.github.timescale
Comprehensive PostgreSQL documentation and best practices, including ecosystem tools
StremAI
io.github.thomasjumper
StremAI MCP: shared memory for AI coding agents. Connected agents can recall. OAuth + local stdio.
Agentbay Mcp
io.github.thomasjumper
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
Writing Style Checker
io.github.theserverlessdev
Prose linter + AI-slop detector: weasel words, passive voice, hedging, and research-cited AI tells
Kognitrix AI
io.github.themohal
8 AI services via MCP: content, code, image, docs, data extraction, translation, SEO, email.
Letterhead
io.github.theluckystrike
Print your business letterhead on Word docs, proposals and contracts from chat.
MagicSlides
io.github.theindianappguy
Create presentations, docs, sheets and meeting notes from chat. Hosted link, editor, PPTX & PDF.