Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
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.
Signal Lab Apify Data Tools
io.github.VZezelin
Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus.
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.
VAAS-X Cognitive Memory
io.github.VAAS-X
Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.
Canton Ccpedia
io.github.UnityNodes
Canton Network: CIPs and their on-chain vote outcomes, docs, forum, validator upgrade deadlines.
Blobpedia
io.github.UnityNodes
Celestia knowledge base: CIPs, docs, forum, videos, GitHub, plus live on-chain state
Agirails Mcp Server
io.github.Unima3x
Payment rails for AI agents — escrow, settlement, discovery, and disputes from any context window.
Garden Agent Platform
io.github.UnCooe
Experimental MCP for discovering and purchasing explicitly published, versioned Agent knowledge.
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
StackFast FractWin Expert Brain
io.github.Trupe-Rs
Expert knowledge base for sales, negotiation, strategy, operations, and risk.
Mirror Memory MCP Server
io.github.Tr1ckyMag1ca1
Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction