knowledge-mcp

by caitao-ct · ai-ml · mcp-server, glama

Medium setupBest for experimentalTrust score 15/100

语义搜索知识库,支持文档获取和索引刷新,使AI Agent能够检索团队知识。

Source: https://github.com/caitao-ct/knowledge-base

Install

git clone https://github.com/caitao-ct/knowledge-base

Use this forAI-extracted

  • Build a retrieval-augmented generation (RAG) system that answers questions using custom knowledge documents
  • Create a local knowledge base server that Claude agents can query for context-specific information
  • Index and search through documentation or internal knowledge repositories via MCP protocol

Works with

Claude CodeClaude Desktop

Tags: mcp-server, glama

Source: glama

About ai-ml MCP servers and Claude skills

ai-ml MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

knowledge-mcp is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

Related ai-ml MCPs and skills

  • gedcom-mcp by Genealogy-MCP

    Enables AI assistants to load and query local GEDCOM genealogy files, supporting search, browsing, and family tree traversal.

  • Hume MCP Server by HumeAI

    Enables AI assistants to generate expressive speech using Hume AI's Octave Text-to-Speech, allowing for natural language-based audio synthesis and voice management.

  • Forgetful by ScottRBK

    A storage and retrieval MCP server for AI agents using FastMCP, enabling persistent knowledge base with semantic search and automatic linking.

  • Google AI Mode MCP Server by PleasePrompto

    Enables any MCP-compatible LLM to perform AI-powered web research using Google's AI Mode, returning synthesized and cited answers instead of raw search results.

  • ows-mcp-wallet by Danmwihoti

    Enables AI agents to check balances and send transactions across multiple blockchains with automatic spending limit protection and policy enforcement.

  • MCP Server Cards by AiAgentKarl

    Generates, validates, and discovers standardized MCP server cards for automatic agent discovery.

  • Redmine MCP Server by Wint3rmute

    Enables AI applications to interact with Redmine project management systems for issue tracking, time logging, and project management through natural language.

  • RagDocs MCP Server by mcpflow

    Enables semantic search and management of documentation through vector similarity using Qdrant and Ollama/OpenAI embeddings.

Frequently asked questions

How do I install knowledge-mcp?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support knowledge-mcp?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is knowledge-mcp free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.