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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.

730
live servers
37
avg trust
30K
most stars
351

Mini Chatchat

Noah-art-eng

Full-stack AI knowledge workspace with hybrid RAG, web search, tool-using agents, MCP integration, authentication, user isolation, and Docker deployment.

★ 1
34
352

T7 Companion

McReaper

The go-to companion for working with AI agents on Black Ops 3 modding — a local, offline BO3 modding knowledge base served over MCP.

★ 1updated 7 days ago
34
353

Narae Project

kyopark2014

It show how to use SKILLs based on Strands Agent.

★ 1
34
354

Vectros Claude Code Agent Memory

vectros-ai

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…

★ 1updated 16 days ago
34
355

ANNPACK

Arjun2729

Verifiable knowledge artifacts for AI agents — package, search, and prove exactly which source revision produced each retrieval.

★ 1updated 2 months ago
34
356

Stichpunkt

ssalentin

A fast, minimal, self-hosted markdown wiki. Plain .md files are the database; agents write via MCP, you read.

★ 1updated 10 days ago
34
357

Misakanet Core

Ikalus1988

Zero-dependency BM25 + RRF search engine for failure lessons. pip install misakanet-core

★ 1
34
358

Voxen

Yefclub

Self-hosted AI knowledge base for transcribing, organizing, and exploring multimodal content.

★ 1updated a month ago
34
359

Mdbox

JamesYYang

Markdown knowledge base: plain .md files, a web UI for humans, and MCP for agents.

★ 1
34
360

SAKE

shobman

This is a SAKE (Shared Agent Knowledge Exchange) MCP server providing operational knowledge to agent sessions via MC

★ 1updated 2 months ago
34
361

Recall

adityapall1

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…

★ 1updated 3 months ago
34
362

Wikipedia MCP

Rumblingb

Free knowledge access for AI agents. Search, read, and explore 6.8M+ Wikipedia articles with zero API keys. 7 MCP tools.

★ 1updated 3 months ago
34
363

Outline

gupila

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…

★ 1updated 6 months ago
34
364

Huda

devsolux

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…

★ 1updated 2 days ago
34
365

AI Memory Vault

munikumar-pulikanti

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…

★ 1updated 2 months ago
34
366

Attestation

mgoldey

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…

★ 1updated yesterday
34
367

Local Memory

Sergey-Vladimirovich-Hankok

Local-first long-term memory for AI agents. SQLite, offline, zero cloud. MCP server.

★ 1updated 12 days ago
34
368

AgentFeed

anyeduke11

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。

★ 1updated 15 days ago
34
369

Engram

ymeiri

Local-first persistent memory for AI coding agents via MCP. Semantic search and session context for Claude Code, Cursor, and Codex.

★ 1updated 24 days ago
34
370

Knowledge Base

m4k00

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.

★ 1updated 6 months ago
34
371

Knowledge Base

riemannulus

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

★ 1updated 2 months ago
34
372

Recall

panuhen

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…

★ 1updated 10 days ago
34
373

Career Brain

Vaibhavee89

personal knowledge base with an ingest pipeline and an MCP server.

★ 1updated yesterday
34
374

Agent

Fischlvor

🤖 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。

★ 1updated 12 months ago
34
375

Rag Knowledge Base

mikehot

Enterprise RAG knowledge base: ACL-filtered retrieval, backend-owned citations, fail-closed answers, evaluation gate. Spring Boot + pgvector + Flutter; local or cloud LLMs.

★ 1updated 3 days ago
34
376

A2a Matrix

kevin-spec-100

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.

★ 1updated a month ago
34
377

Model Roundtable

baibaiyizi

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。

★ 1updated 22 days ago
34
378

CortexDB

arda-ceylan

High-performance persistent memory and knowledge engine for AI coding assistants via Model Context Protocol (MCP).

★ 1updated 16 days ago
34
379

Kb

zonion088-design

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.

★ 1updated a month ago
34
380

Reposit MCP

reposit-bot

MCP (Model Context Protocol) server for Reposit - community knowledge sharing for AI agents.

★ 1updated 8 months ago
34
381

Getpaper

teopost

Open-source, self-hosted wiki and knowledge base for teams: multiple workspaces, Microsoft Entra ID SSO, Confluence and Outline import, built-in MCP server.

★ 1updated yesterday
34
382

Outline MCP Rs

Outline knowledge base MCP Server

34
383

Dingtalk Wiki MCP

DingTalk Wiki / Docs read-write MCP server that fills the gap left by DingTalk official MCP.

34
384

EchoMuse

A calm voice for busy minds.

34
385

RAG In A Box

RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.

34
386

Devbrain Stdio

DevBrain - MCP Server for Indie Developers and Founders. Remote MCP server at: https://devbrain.svenai.com/mcp

34
387

Helpmaton

Workspace-based platform for managing AI agents.

34
388

Kiro CLI Notes

Professional Kiro CLI setup guide based on 10 tutorial videos with proper attribution to AWS Kiro CLI Team and video creators

34
389

AI Encyclopedia

AI Encyclopedia — Open-source, community-driven AI knowledge base. Repos, articles, videos, tools — scraped, documented, indexed. Add a source, get rich docs.

34
390

Gbrain Openclaw

Personal knowledge brain for OpenClaw — SQLite + FTS5 + vector embeddings, MCP-native.

34
391

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 —…

34
392

Vectorize MCP Worker

Hybrid RAG Worker on Cloudflare Edge — Vector + BM25 search, metadata filtering, multimodal vision, MCP server, and intelligent query routing. ~400ms p99.

34
393

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.

34
394

Egghead

Ipsa cognitio fructus

34
395

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…

34
396

GxGenie MCP

MCP server for GeneXus 17 / 18 knowledge bases — read, modify and build objects from Claude Code without opening the IDE.

34
397

Knowledge As Code Template

A template for building structured, self-healing, agent-accessible knowledge bases. Zero dependencies. Git-native. Ontology-driven. Multi-output.

34
398

Rbrain

Rust port of gbrain — single-binary personal AI knowledge base: SQLite + tantivy BM25 + usearch HNSW + CJK morphological tokenization + MCP server

34
399

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.

34
400

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…

34
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