Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
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.
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Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.
Cacheoverflow
io.github.GetCacheOverflow
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
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
Gctrl
io.github.GCTRL-TECH
Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
Epiphany
io.github.GATSV-tech
One private, local memory your AI tools share. Cross-model, on-device, never lose a session.
Fimemory
io.github.FutureAiIndustries
Local-first shared memory for AI tools. Your files, encrypted at rest by default; budgeted reads.
Dailyhotmcp
io.github.FrankXMX
聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。
mwe-mcp — Memory Wiki Engine
io.github.Fr4nZ82
Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.
Mcp Server
io.github.FormatixAI
Branded talent docs: assessment reports, profiles, shortlists & proposals in DOCX/PPTX/PDF/Excel
Hebbian Mind
io.github.For-Sunny
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
methods-mcp
io.github.FlynnLachendro
MCP server for structured methods extraction + reproducibility heuristics on academic papers.
Quant Research MCP
io.github.FlawlessByte
Paper-backed quant trading methods and a deterministic, no-LLM decision helper for serious traders.
Conventions MCP
io.github.FedgeNo
Memory for coding conventions and standing instructions that persists across sessions.
u-he Preset Randomizer
io.github.Fannon
Generate, randomize, explain, and manage u-he synthesizer presets via the Model Context Protocol.
Gridually Mcp
io.github.FSHolmberg
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
MNE-MCP
io.github.Exekiel179
MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol
Audrey
io.github.Evilander
Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.
ontomics
io.github.EtienneChollet
Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.