Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Mcp Server Tauri
io.github.Hushlor
A Model Context Protocol server for use with Tauri v2 applications
Nodebench
io.github.HomenShum
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scraping.
DocsMint
io.github.HiAi-gg
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
Strajkpolski Mcp
io.github.Hei33enberg
Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judiciary search, RAG.
marocain.investments — {GIN} real-estate intelligence (Morocco)
io.github.Hei33enberg
{GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real estate. Moat-safe.
Crystallize MCP
io.github.HayoDev
Crystallize headless commerce tools for AI agents via Model Context Protocol
Ragstack
io.github.HatmanStack
Search, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.
Velocirag
io.github.HaseebKhalid1507
Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.
Product Cli
io.github.Hafeok
Knowledge graph CLI for managing features, ADRs, and test criteria as MCP-discoverable artifacts.
RAGScore
io.github.HZYAI
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
Engram
io.github.HBarefoot
Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.
Woody Mcp
io.github.Gunsmith-Academy
Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.
Lex
io.github.Guffawaffle
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Policy.
Great Question
io.github.GreatQuestion
Run user research from any AI tool. Create studies, recruit participants, query insights.
Mcp Server Taiwan Weather
io.github.GoneTone
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
Agent Recall
io.github.Goldentrii
Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.
RE-call MCP Memory Server
io.github.GiulioDER
Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.
Haki
io.github.GetHaki
Long-term memory for AI agents: bitemporal fact ledger, contradiction detection, explainability.
Cacheoverflow
io.github.GetCacheOverflow
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
ToolPipe MCP Server
io.github.GerritRoska
120+ developer utility tools for AI agents via Model Context Protocol
PersonalKnowHow
io.github.Georgi-Petkov
Live public demo: query one person's learning and work history as a knowledge graph via MCP.
Project Brain
io.github.Gentleelephant
Read-only source search and retrieval across configured GitHub repositories
Mcp Server
io.github.GabrielaHdzMicrosoft
An MCP server that provides visual memory and context storage with knowledge graph capabilities
FRESH — Shared URL Freshness Intelligence
io.github.GSterlingPress
Decide whether an agent should reuse cached URL knowledge or fetch the resource again.