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Knowledge Base MCP Servers
@hanoak/unsplash-mcp-server
Production-ready Model Context Protocol (MCP) server for the Unsplash API — search photos, fetch details, and stay compliant with Unsplash attribution &…
Oboyu (覚ゆ)
Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank
Gitbook MCP
The GitBook MCP server enables programmatic access to GitBook Organizations, Spaces, Collections, and Content through a standardized MCP interface. It provides…
API Docs MCP
MCP server for API documentation, supporting GraphQL, OpenAPI/Swagger, and gRPC from local files or remote URLs
PubFi MCP
Public docs, examples, and agent-readable integration guides for PubFi's agent-native crypto data layer.
Spring Docs
Spring Docs is an MCP server that provides 12 tools for searching, exploring, and interacting with the Spring ecosystem documentation, guides, tutorials, and…
dbt Semantic Layer MCP Server
An MCP (Model Context Protocol) server that bridges AI assistants like Claude Desktop with the dbt Semantic Layer. It allows users to query business metrics…
pexels-mcp-server
Production-ready Model Context Protocol (MCP) server for the Pexels API — search and browse photos and videos, with license-aware usage guidance. Unofficial…
RAGStack-Lambda
Serverless document and media processing with AI chat.
ShopBot AI
AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.
Knowledge Graph Memory Server
MCP server for enabling memory for Claude through a knowledge graph
Cline MCP Server
This server provides Model Context Protocol (MCP) services for OpenWebUI, enabling knowledge base integration and retrieval.
docs
使用 Hexo 架設簡單的分享技術文件並發佈到"cloudflare"，包含介紹文章: "全面瞭解 n8n v1.88.0 的重磅更新 —— MCP Server"、"教會你用 Google AI Studio 提早結束工作回家"、"C# 設計模式學習筆記與程式碼範例"、"JavaScript…
memory-v2
Brain-inspired persistent memory MCP server with hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, and knowledge graphs — 17 tools, fully…
Orionbelt Semantic Layer
OrionBelt Semantic Layer is an API-first engine that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse…
Aikd Indexed Semantic & Bm25 Code Search For Ai Agents. Give Your Ai Instant Memory Of Your Codebase. Rust | Mcp Server.
AIKD (AI Knowledge Daemon) is an MCP tool provider written in Rust that gives AI agents instant access to your codebase. It indexes project files into a…
HED MCP Server
An MCP server for Hierarchical Event Descriptors (HED) that automates sidecar creation and annotation for BIDS event files using LLMs.
Taiwan-Health-MCP
A Model Context Protocol (MCP) server exposing Taiwan healthcare datasets such as ICD-10 and drug information for AI agents.
D&D 5E MCP Server
Access Dungeons & Dragons 5th Edition content, including spells, classes, and monsters, via the Open5e API.
MemoryPlugin
Give your AI the ability to remember key facts and everything you've ever discussed
Autopoietic Knowledge Synthesis MCP Server
Autopoietic knowledge synthesis gives AI agents access to 18 academic and technical data sources unified by a suite of advanced mathematical frameworks —…
Memclaw
MemClaw — persistent memory for AI agent fleets (OSS) — Trending history, engagement metrics, and Reddit & Hacker News discussions on Trendshift
mcp-docs-reader
A lightweight MCP server that loads PDF files, extracts and chunks their text, builds a semantic vector index, and returns relevant passages to Claude or other…