"How to Build a Knowledge Base" matching MCP servers:

• 讯飞智文PPT生成服务MCP Server

  Alex-Smith-1234

  A

  license

  A

  quality

  C

  maintenance

  An MCP-compatible server that uses iFlytek's large language model to generate PowerPoint presentations, offering template selection, outline creation, and PPT generation with features like automatic image insertion.

  Last updated 2025-05-30

  6

  1

  MIT

• Insights Knowledge Base MCP

  v587d

  A

  license

  A

  quality

  C

  maintenance

  A free, plug-and-play knowledge base server that provides access to 10,000+ insight reports with secure local data storage.

  Last updated 2025-06-30

  2

  3

  MIT

• MCP Knowledge Base Server

  dannwaneri

  F

  license

  B

  quality

  C

  maintenance

  Provides semantic search and data retrieval capabilities over a knowledge base with multiple tools including keyword search, category filtering, and ID-based lookup with in-memory caching.

  Last updated 2025-12-03

  5

• Volcengine Knowledge Base MCP

  MCP-Mirror

  A

  license

  -

  quality

  -

  maintenance

  Enables integration with Volcengine (火山引擎) knowledge base service through Claude Desktop, providing knowledge base search and conversational AI capabilities with secure credential management.

  Last updated 2025-06-25

• Volcengine Knowledge Base MCP

  suqidan

  A

  license

  -

  quality

  C

  maintenance

  A Claude Desktop MCP server that provides knowledge base search and chat functionality for Volcengine knowledge bases, allowing users to search and chat with their external knowledge repositories.

  Last updated 2025-03-22

  1

  MIT

• A股实时行情MCP服务器

  Llldmiao

  A

  license

  -

  quality

  B

  maintenance

  基于Model Context Protocol (MCP) 的A股实时行情查询服务器，支持查询A股实时价格、历史K线数据、财务信息及市场概况。

  Last updated 2025-09-24

  5

  MIT

• MCP Knowledge Base Server

  m4k00

  A

  license

  -

  quality

  C

  maintenance

  A local knowledge base server that connects to AI assistants, turning markdown files into a semantically searchable memory layer via OpenAI embeddings and SQLite.

  Last updated 2026-04-08

  7

  1

  MIT

• Knowledge Base MCP Server

  jeanibarz

  A

  license

  -

  quality

  D

  maintenance

  Provides tools for listing and retrieving content from different knowledge bases using semantic search capabilities.

  Last updated 2026-05-28

  25

  48

  The Unlicense

• Knowledge Base MCP Server

  Leon4s4

  F

  license

  -

  quality

  C

  maintenance

  A mem0-like memory system for GitHub Copilot that provides persistent knowledge storage and retrieval capabilities using local ChromaDB.

  Last updated 2025-07-18

• CRIC物业AI MCP Server

  wuye-ai

  F

  license

  -

  quality

  C

  maintenance

  Enables users to access real estate property industry news daily and search a specialized knowledge base covering laws, regulations, company info, and more.

  Last updated 2026-04-14

  9

  4

• Knowledge Base MCP

  dyyz1993

  F

  license

  -

  quality

  B

  maintenance

  A cross-project knowledge base MCP server supporting three-layer search (text matching, TF-IDF, and semantic vectors) with a Web UI for management.

  Last updated 2026-05-28

• YouTube Knowledge Base MCP

  Miandari

  F

  license

  -

  quality

  C

  maintenance

  Builds a searchable knowledge base from YouTube video transcripts with hybrid semantic and keyword search. Allows LLM assistants to search, organize, and retrieve timestamped information from videos you've watched.

  Last updated 2025-12-06

  3

• MCP智能简历投递助手

  guangliangyang

  F

  license

  -

  quality

  C

  maintenance

  Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

  Last updated 2025-10-23

• 奇黄&智草MCP医疗助手

  AiLMe-AI

  -

  license

  -

  quality

  -

  maintenance

  MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

  Last updated 2025-04-29

  5

• Prior — Knowledge Exchange for

  cg3inc

  A

  license

  A

  quality

  B

  maintenance

  Stop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.

  Last updated 2026-05-17

  5

  207

  2

  Functional Source , Version 1.1, ALv2 Future

• mcp-knowledge-graph

  shaneholloman

  A

  license

  A

  quality

  B

  maintenance

  An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.

  Last updated 2025-12-22

  10

  374

  862

  MIT

• Knowledge Graph MCP Server

  aiuluna

  A

  license

  A

  quality

  C

  maintenance

  Enables creating, managing, analyzing, and visualizing knowledge graphs with support for multiple graph types (topology, timelines, changelogs, requirements, knowledge bases, ontologies) including node/edge management and resource association.

  Last updated 2025-04-17

  15

  11

  1

  MIT

• Knowledge MCP Server

  sven-borkert

  A

  license

  A

  quality

  -

  maintenance

  Provides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.

  Last updated 2025-08-13

  27

  14

  1

• io.github.p-w-4-z/inbox-mcp

  p-w-4-z

  A

  license

  A

  quality

  C

  maintenance

  Provider-agnostic email MCP server that connects any IMAP mailbox to AI assistants, enabling email management through natural language.

  Last updated 2026-04-13

  8

  AGPL 3.0

• base-security-scanner-mcp

  lordbasilaiassistant-sudo

  A

  license

  A

  quality

  C

  maintenance

  Smart contract security scanner for Base. Detect honeypots, rug pulls, hidden mints, proxy dangers, and generate audit reports.

  Last updated 2026-03-07

  8

  18

  1

  MIT