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MCP servers tagged knowledge-base
132 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.
Pylon
MCP server exposing the full Pylon API — all 114 endpoints auto-generated from Pylon's OpenAPI spec, including knowledge base CRUD that the hosted MCP doesn't cover.
Aidimag
Persistent, verified memory for AI coding agents. CLI: dim.
Sdlc Agent 4 Enterprise Server
Code Intelligence MCP Server — multi-agent SDLC pipeline with semantic memory, code graph, and draw.io integration
Server Confluence
MCP server for reading Confluence Server/DC documents with image support
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.
Claude Brain
A persistent knowledge store for Claude Code — SQLite + MCP server + Tauri desktop app
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.
Vectorize MCP Worker
Hybrid RAG Worker on Cloudflare Edge — Vector + BM25 search, metadata filtering, multimodal vision, MCP server, and intelligent query routing. ~400ms p99.
Obsidian LLM Wiki
Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, and Gemini CLI. Headless-first. Cites, doesn't guess.
Kioku
Memory for Claude Code — auto-accumulate sessions into an Obsidian Wiki
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…
Agentwikis MCP
MCP server for Agent Wikis — maintained, agent-readable knowledge bases. Read-only, no API key.
Awesome Agentic Knowledge Base
Empirical map of 46 trending AI agent repos: storage, memory, MCP, retrieval — what they actually use, ranked by adoption
Iftree Editor
本地优先的文档数据管理工具：把大规模语料整理成带稳定地址的条件树，精确定位片段且可回溯出处；关键词 + bge-m3 语义检索，经 MCP 开放给外部 AI agent。
Aikd
Indexed semantic & BM25 code search for AI agents. Give your AI instant memory of your codebase. Rust | MCP Server.
rwnalds/engram
graph dashboard, and Obsidian compatibility.
Vellum
Lightweight self-hosted MCP server over a folder of markdown files. One Go binary, embedded React SPA, no DB.
Supervertaler For Trados
Supervertaler for Trados is a Trados Studio plugin that brings inline terminology (TermLens), AI-powered translation, cross-file search (SuperSearch), and a translation knowledge…