🔍 MCP Server - Vector Search
MCP Server to improve LLM context through vector search.
Directory
Search MCP Servers
Notion MCP Server
# Notion MCP Server A Model Context Protocol server for Notion integration, allowing Claude and other LLMs to interact with your Notion workspace. ## Features…
PubTator MCP Server
🔍 A biomedical literature annotation and relationship mining server based on PubTator3, providing convenient access through the MCP interface.
RAG-MCP Pipeline Research
A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.
Hypabase
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
Lain Mcp
## What is LAIN-mcp? LAIN-mcp is a Rust MCP server that gives AI coding agents real architectural awareness of your codebase — not just line-by-line search…
Seekstone Obsidian Mcp Server
Seekstone is a filesystem-direct Obsidian MCP server that gives Claude (and any MCP client) direct read/write access to your Obsidian vault — straight from the…
Tencent Lexiang
Tencent Lexiang is an MCP (Model Context Protocol) server that enables AI assistants to search, read, create, edit, and organize content in Tencent Lexiang…
AI Agent Memory MCP Server
Agent-agnostic persistent memory as an MCP Server (SQLite + Chroma + Markdown)
Apple Notes Mcp Server
Read and write Apple Notes, with Apple Notes native formatting support
MCP Memory with Redis Graph
MCP Memory with Redis Graph is a server that implements a memory system for LLM conversations, using Redis Graph as a backend to store memories as nodes in a…
aoe4-mcp
aoe4-mcp is an MCP server that provides access to documentation for the game Age of Empires IV.
Not Human Search
MCP search engine for agent-native services. Find 8,600+ APIs, MCP servers, and agentic sites ranked by agentic readiness score (llms.txt, OpenAPI, ai-plugin…
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 —…
MCP Knowledge Base Reader
MCP server for reading JSON knowledge bases without modifications
Vector Memory Mcp Server
Vector Memory MCP Server is a secure, vector-based memory server for Claude Desktop that uses sqlite-vec and sentence-transformers. It provides persistent…
Forge
Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent…
Kontxt MCP Server
Indexes local code repositories to provide codebase context to AI clients.
LeetCode MCP (Model Context Protocol)
LeetCode MCP is a Python-based tool that fetches LeetCode problem descriptions and produces detailed explanations of multiple solution approaches. It is…
Kobsidian
Filesystem-first MCP server for Obsidian vaults with an LLM-Wiki layer on top.
Mcp Cornell Resume
A Model Context Protocol (MCP) server that automatically generates Cornell-style study notes and summaries from the conversational context, with RAG active…
Contextforge
Persistent memory MCP server for Claude. Store decisions, code snippets, and knowledge that
Fastcrw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API…
Traffic Monitoring System Documentation
# Traffic Monitoring System Documentation ## 시스템 구성 - **Server URL:** [http://localhost:8000/sse](http://localhost:8000/sse) - **MCP Server Configuration:** 서버…