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MCP servers tagged knowledge-base
730 live MCP servers tagged "knowledge-base", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with knowledge-base.
LLM Wiki Governance
Governance for AI-written project docs — verify, catch drift, keep them code-grounded, enforce in CI. Zero-dependency, OKF-compatible.
Claude Agent Gen
🤖 Automatically generate specialized Claude agents from any documentation website - Transform docs into intelligent AI assistants with one command
bborota/cairn-mcp
nots other agents already learned, by stack and situation. Read before a task, leave one after.
Grepmem
Vectorless agent memory. HTML storage + grep retrieval. LongMemEval-S R@5 = 98.9%. No embedding, no vector DB.
Standarflow
Local session, artefact and conversation store for AI-assisted work — a Rust CLI and MCP server over a per-workspace SQLite database.
Obsidian Vault Bridge
你的笔记在 Obsidian 里，AI 在另一边，中间隔着一扇必须亲手推开的门。obsidian-vault-bridge 是一座 MCP 桥：AI 直接读写库中笔记，检索、修改、落笔，都不必打开 Obsidian。笔记的价值不在收藏，在于随时可被取用。
Akopia
Plug. Sync. Serve. — headless retrieval plane for your AI stack. Self-hosted RAG infra with Qdrant + Meilisearch + Redis, plugin-first, MCP-native.
Loredex Desktop
Native desktop app for loredex vaults — macOS · Windows · Linux: reader with working wikilinks, handoff inbox/outbox board, zoomable atlas, contract timeline, live git sync, and a…
Omnarai Memory Engine
A callable memory-and-divergence substrate for AI systems: an attributed multi-intelligence corpus, cross-model divergence atlas, deliberation engine, and open MCP/API
Slab Knowledge MCP
MCP server for Slab knowledge bases — built around what actually works in the Slab GraphQL API (syncPost), not what the schema advertises.
Gems
A mined, cited, searchable corpus of implementation patterns from open-source AI-agent and research repos - queryable by coding agents over MCP (gems_query / gems_ground / gems_in…
Cube Memory SDK
Persistent AI memory with crossover — your AI at home shares the same memory as your AI at work. What one LLM learns, all your AIs know. Memory + PKM for Claude, GPT, Gemini & loc…
Dokki Plugin
Dokki for Claude Code — agent-native collaboration OS. Create & edit docs, tables, and artifacts, publish public sites, connect 1000+ integrations, and search your workspace, via…
Alcuin
Intelligence, composed — an extensible platform for building and operating AI agents.
Ha AI Learner
Self-learning Home Assistant discovery tool + MCP server — builds a knowledge base of your smart home that AI assistants can actually use
Tusks Vault
Local-first AI lore assistant for TTRPG campaigns — source-cited answers from your own documents, in Discord, Foundry VTT, or any MCP client.
Open Zzjilu MCP Server
非官方智在记录 MCP Server，为 AI Agent 提供笔记知识库读写能力
Buzhou
面向Agent 的可执行知识中枢与技能交易网络
Openclaw Unison
Long-term memory & recall for OpenClaw — powered by Unison.
Flyloft
Curated, graph-aware retrieval substrate for human-AI teams — RAG + reranker + curation surface. The casebook to kos's promptbook.
Telegram To Notion
Telegram bot that saves articles to a Notion knowledge base via MCP, with AI summarization and vector search Q&A.
Supply Chain Knowledge Hub
Domain RAG knowledge hub for supply chain planning (MRP, APS, S&OP, TOC). WeKnora fork with SCP glossary corpus, Docker Compose quickstart, and agent/MCP retrieval.
Dewie
Agent-native retrieval over a self-enriching corpus: hybrid search + graph navigation exposed as MCP tools, so small models can punch above their weight.
Docmost Knowledge
Permission-aware Codex plugin for self-hosted Docmost knowledge bases
Hallouminate
A per-repo markdown wiki your coding agent writes and searches — persistent memory for Claude Code and any MCP harness, stored as plain markdown
Vault Kb
Local MCP server that makes opt-in Obsidian notes searchable by AI tools. FTS5 + semantic + link graph, runs entirely on your machine.
HL7 HSRA E2 SysMLv2Repository
The system purpose is to realize a SysML v2 model repository exposing standard APIs and to make the repository accessible through the Model Context Protocol (MCP). The end goal is…
CareBridge
Understanding Langgraph and building projects with knowledge base
Levelry Docs
Levelry MCP server integration — connect AI agents to your visual knowledge base via Model Context Protocol. Includes SKILL.md for instant agent setup.
Unified AI Memory
Offline-first AI memory for coding agents — one Markdown brain on your machine, shared via a local MCP server, with ONNX semantic search, RAG chat and a human-brain memory lifecyc…
Ki Kb Notion Mirror
MCP that mirrors local Knowledge Base markdown notes to a Notion wiki and records the resulting page URLs back into the notes' frontmatter
Bookrack
Local, offline RAG library that turns long-form books into a citation-grade knowledge base, served over MCP.
Support MCP
MCP server: support-mcp
Densho Skill
An agent skill that teaches AI assistants how to work in a Densho workspace over MCP: search, read, write and comment on pages.
Devbase
The open-source World Model Compiler for developer workspaces. One engine for code context, knowledge memories, and agent reasoning — replacing fragmented repo managers, note-taki…
Super Kb
Local MCP knowledge base for Claude Code that turns .skb/ folders into searchable project context.
Codex Unison
Persistent memory for OpenAI Codex CLI — powered by Unison.
Ki Kb Fs
MCP for Knowledge Islands knowledge bases on a local filesystem
Kbtransfer
Open-protocol federated knowledge base for AI agents. Karpathy-style wiki + signed pack distillation + MCP-native sharing.
Xlore
Git-based cross-chat memory your AI agents maintain — across Claude Code, Cursor, ChatGPT and more
000API
NZRT x402 micropayment API — Flask resource server + MCP client
Agent Learn Skill
LLM & Agent 知识学习、自适应考试和学习路径推荐 Skill 插件 —— 支持 MCP 增强模式与纯本地降级模式
Clipwise Public
Clipwise — Knowledge-driven AI platform for short-form video creators (TikTok, Reels, Shorts). Architecture docs, pricing, and integration guides.
Obsidian Gate
MCP server — let any AI agent read, search, write, and connect notes in your Obsidian vault
Assayer Memory MCP
A local knowledge base your agents can read — and the engines that keep it honest. Computed themes, measured links, budgeted context over MCP, a verdict funnel that drains its own…
Loredex Obsidian
Obsidian and MCP dashboard layer for loredex: shared memory, handoffs, focused views, and in-app agent context.
My Wiki Template
증거 기반 개인 cognitive SoT 위키 템플릿 — 당신과 AI 에이전트가 함께 가꾸는 개인 장기기억. Build your own evidence-based personal wiki your AI agents can query (MCP-ready). 정적 이력서가 아니라 계속 쌓이는 살아있는 진실원.
D4 Research
Agentic research system for Diablo IV theorycrafting — 25-tool MCP server, hybrid-retrieval knowledge base, effect-graph simulation, guide ingestion pipeline. Built with Claude Co…
Base2026
Free open-source search, API and MCP for attributed SEO and AI-visibility evidence from expert videos.
Knowvault
Company knowledge with verifiable evidence. Web UI, MCP & REST API. Access control, audit, on-premises/edge. Documents + SQL today; broad connector roadmap. Apache-2.0.