Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Wayforth
io.github.WayforthOfficial
Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
Hudu
io.github.WYRE-AI
MCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.
Freshdesk
io.github.WYRE-AI
MCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base.
Yggdrasil
io.github.VonderVuflya
One shared, durable memory for your AI coding agents — local-first, zero-dependency.
Wander Agent
io.github.VirajMishra1
60-tool AI travel agent: flights, hotels, visas, weather, fare watching, trip memory. No keys.
Peon Mem
io.github.VineetV2
Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt.
Mcp Victoriametrics
io.github.VictoriaMetrics
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
Mcp Victorialogs
io.github.VictoriaMetrics
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
Mcp Victoriatraces
io.github.VictoriaMetrics-Community
MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation
Mcp Victoriametrics
io.github.VictoriaMetrics-Community
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation
Mcp Victorialogs
io.github.VictoriaMetrics-Community
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
web-retrieval-mcp
io.github.VelvetSP
MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.
Memory
io.github.VelixarAi
Persistent memory for AI assistants. Store, search, and recall across sessions.
PageIndex MCP
io.github.VectifyAI
Reasoning-based RAG system for chatting with long PDFs. Supports local and online files.
Claude Handoff
io.github.Vasilispapg
Session handoff for Claude Code: list sessions and build handoff docs another agent continues from.
Nanostores MCP
io.github.Valyay
Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs.
Context Fabric
io.github.VIKAS9793
Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.
AndroJack MCP
io.github.VIKAS9793
Android engineering MCP server with verified documentation grounding and AI validation tools.
Cortex
io.github.VBlackJack
Local multi-client RAG server over the Model Context Protocol.
Agirails Mcp Server
io.github.Unima3x
Payment rails for AI agents — escrow, settlement, discovery, and disputes from any context window.
devcoach
io.github.UltimaPhoenix
Progressive in-context technical coaching in your AI agent — one local, free lesson per task.
Webcomponents React Mcp Server
io.github.UI5
MCP server for UI5 Web Components for React - Developer documentation and API assistance
Mcp Server
io.github.Top5StocksAPI
Daily AI-ranked stock, crypto, and macro research data from the Top 5 Stocks API.
Prumo
io.github.TomD4vs
Checks the context files a coding agent reads against the git index, and reports what drifted.