Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
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.
Brand Intelligence MCP
io.github.FoundryNet
Domain & brand intelligence: company enrichment, tech stack detection, brand research.
Academic Research Intelligence MCP
io.github.FoundryNet
Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.
Mcp Server
io.github.FormatixAI
Branded talent docs: assessment reports, profiles, shortlists & proposals in DOCX/PPTX/PDF/Excel
Forkast Mcp Docs
io.github.ForkastPredict
MCP server for querying Forkast documentation
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.
Final POS Docs
io.github.Final-Commerce
Search the Final POS REST API documentation.
Cortex
io.github.FilippoPilo
Patent-pending semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.
Conventions MCP
io.github.FedgeNo
Memory for coding conventions and standing instructions that persists across sessions.
Feason Context
io.github.Feason-com
Christian source evidence for AI agents, with provenance, tradition coverage, and citation checks.
web3ctx
io.github.FarseenSh
Version-true web3 docs, ABIs and human-validated integration recipes over MCP.
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
ZeroKnowledge-Vault
io.github.Evozim
Zero-knowledge proof validator and cryptographic locker.
TokenBurn-Optimizer
io.github.Evozim
LLM query cost optimizer minimizing context waste.
Token Diet
io.github.Evozim
LLM token optimization gateway implementing semantic pruning.
Scientific-Research-Oracle
io.github.Evozim
Scientific literature analyzer and clinical search aggregator.