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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.
Mini Chatchat
Full-stack AI knowledge workspace with hybrid RAG, web search, tool-using agents, MCP integration, authentication, user isolation, and Docker deployment.
T7 Companion
The go-to companion for working with AI agents on Black Ops 3 modding — a local, offline BO3 modding knowledge base served over MCP.
Narae Project
It show how to use SKILLs based on Strands Agent.
Vectros Claude Code Agent Memory
Cross-session memory for Claude Code: recall relevant context automatically at the start of a turn, distill durable lessons out of a session involuntarily, and dispose them into y…
ANNPACK
Verifiable knowledge artifacts for AI agents — package, search, and prove exactly which source revision produced each retrieval.
Stichpunkt
A fast, minimal, self-hosted markdown wiki. Plain .md files are the database; agents write via MCP, you read.
Misakanet Core
Zero-dependency BM25 + RRF search engine for failure lessons. pip install misakanet-core
Voxen
Self-hosted AI knowledge base for transcribing, organizing, and exploring multimodal content.
Mdbox
Markdown knowledge base: plain .md files, a web UI for humans, and MCP for agents.
SAKE
This is a SAKE (Shared Agent Knowledge Exchange) MCP server providing operational knowledge to agent sessions via MC
Recall
Recall is a personal knowledge base you can talk to. Save notes, snippets, and links, then search them by meaning rather than exact wording. Recall runs as an MCP server, so it wo…
Wikipedia MCP
Free knowledge access for AI agents. Search, read, and explore 6.8M+ Wikipedia articles with zero API keys. 7 MCP tools.
Outline
MCP server for Outline wiki — search, read, create, update, and manage documents and collections. Works with Claude Code, Gemini, Codex, and any MCP-compatible AI tool via Docker…
Huda
Local, relation-first knowledge space: typed n-ary relations with immutable history in one SQLite store. Rust desktop, CLI, MCP and REST; offline by default, with optional local L…
AI Memory Vault
Persistent memory layer for AI coding agents — SQLite + FTS, ChromaDB semantic search, and optional DynamoDB team sync. Query-first, so agents check accumulated knowledge before t…
Attestation
Auditable research provenance as local-first MCP tools. The claim checker, paper feed, knowledge graph and symbolic math assume nothing about your field — any results JSON or CSV…
Local Memory
Local-first long-term memory for AI agents. SQLite, offline, zero cloud. MCP server.
AgentFeed
本地 AI Agent 工作产物的热知识库:多 Agent 目录采集 → 内容门禁 → 领域分拣 → LLM 蒸馏 → Web 看板 + MCP 双出口。本机零联网,密钥不入库。
Engram
Local-first persistent memory for AI coding agents via MCP. Semantic search and session context for Claude Code, Cursor, and Codex.
Knowledge Base
Give your AI assistant a long-term memory. An MCP server that turns a local directory of markdown files into a semantic knowledge base for Claude Desktop and other MCP clients.
Knowledge Base
Hybrid-search knowledge base for teams — ingests docs, git logs, Slack, code, and PRs into one Postgres+pgvector table, served over MCP, CLI, and a web dashboard
Recall
Your team's knowledge base is also your AI's memory. Shared markdown notes with [[links]], semantic search and SSO, used by Claude and other assistants over MCP. No LLM on the ser…
Career Brain
personal knowledge base with an ingest pipeline and an MCP server.
Agent
🤖 现代化的 AI 代理系统,具有流式响应、RAG 知识库和 MCP 工具协议。基于 FastAPI、Next.js、Google ADK 和 LangChain 构建。具备实时聊天、语义搜索和 GPU 加速向量检索等功能。
Rag Knowledge Base
Enterprise RAG knowledge base: ACL-filtered retrieval, backend-owned citations, fail-closed answers, evaluation gate. Spring Boot + pgvector + Flutter; local or cloud LLMs.
A2a Matrix
A2A Matrix:面向开发者的开源多智能体协作系统 | Open-source multi-agent orchestration with intent routing, MCP, hybrid RAG, memory & observability.
Model Roundtable
模型圆桌:先让多个模型讨论,再把方案交给 Agent 落地。Windows 多模型讨论与执行桌面应用。
CortexDB
High-performance persistent memory and knowledge engine for AI coding assistants via Model Context Protocol (MCP).
Kb
A fetch-once knowledge base for AI agents. Check before fetching, save after fetching, never re-fetch or fabricate. Local SQLite FTS5 search for English and CJK.
Reposit MCP
MCP (Model Context Protocol) server for Reposit - community knowledge sharing for AI agents.
Getpaper
Open-source, self-hosted wiki and knowledge base for teams: multiple workspaces, Microsoft Entra ID SSO, Confluence and Outline import, built-in MCP server.
Outline MCP Rs
Outline knowledge base MCP Server
Dingtalk Wiki MCP
DingTalk Wiki / Docs read-write MCP server that fills the gap left by DingTalk official MCP.
EchoMuse
A calm voice for busy minds.
RAG In A Box
RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.
Devbrain Stdio
DevBrain - MCP Server for Indie Developers and Founders. Remote MCP server at: https://devbrain.svenai.com/mcp
Helpmaton
Workspace-based platform for managing AI agents.
Kiro CLI Notes
Professional Kiro CLI setup guide based on 10 tutorial videos with proper attribution to AWS Kiro CLI Team and video creators
AI Encyclopedia
AI Encyclopedia — Open-source, community-driven AI knowledge base. Repos, articles, videos, tools — scraped, documented, indexed. Add a source, get rich docs.
Gbrain Openclaw
Personal knowledge brain for OpenClaw — SQLite + FTS5 + vector embeddings, MCP-native.
Lore Oss
Agent-driven, human-in-the-loop knowledge base: AI agents extract business rules from code via MCP, reviewers approve/reject in a web UI, and rejected rules feed back to refine —…
Vectorize MCP Worker
Hybrid RAG Worker on Cloudflare Edge — Vector + BM25 search, metadata filtering, multimodal vision, MCP server, and intelligent query routing. ~400ms p99.
Agent In Sync
The knowledge base AI coding agents share. Submit, search, and reuse battle-tested solutions across teams. Self-hosted, MCP-native, AGPL-3.0.
Egghead
Ipsa cognitio fructus
Exphub
ExpHub is an open-source MCP server that transforms AI assistants into collaborative knowledge workers. It automatically searches past experiences, captures new solutions in stru…
GxGenie MCP
MCP server for GeneXus 17 / 18 knowledge bases — read, modify and build objects from Claude Code without opening the IDE.
Knowledge As Code Template
A template for building structured, self-healing, agent-accessible knowledge bases. Zero dependencies. Git-native. Ontology-driven. Multi-output.
Rbrain
Rust port of gbrain — single-binary personal AI knowledge base: SQLite + tantivy BM25 + usearch HNSW + CJK morphological tokenization + MCP server
Crystalline
Local-first memory for AI agents: teach knowledge as Markdown Domains, capture learnings as Engrams. One Rust binary with MCP server, CLI and hybrid search.
Innate
Self-growing procedural knowledge layer for AI agents. Rust MCP server + CLI — recall relevant knowledge before tasks, record outcomes after, distill experience into reusable insi…