Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Skim MCP Server
io.github.luw2007
MCP server for Skim code transformation. Compresses code 60-95% for LLM context optimization.
Sense
io.github.luuuc
Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
Memini
io.github.lumayapartners
Local-first project memory and mistake-prevention guardrails for AI coding agents.
Agent Infra Mcp
io.github.lulzasaur9192
18 tools: agent memory, API drift detection, and HMAC-signed trust receipts
OmniScholar
io.github.luffysolution-svg
Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.
Mismem
io.github.lucasmella-stack
Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)
Openroad Mcp
io.github.luarss
The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol
Droste
io.github.lorismascio17
Local code-memory graph for AI coding agents.
Understand Quickly
io.github.looptech-ai
Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.
Procheiron
io.github.logotheusneuro-cpu
Review gate for shared agent memory: an unreviewed or hand-edited memory is never served.
LogiSheets
io.github.logisky
An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.
PaperBanana
io.github.llmsresearch
Generate academic diagrams and statistical plots from text using multi-agent AI.
Invest Brain
io.github.lj22503
A-share investment research: quotes, financials, behavior patterns, and trading journals.
skillmem
io.github.liza-studio
Skill memory for coding agents: learn, recall, reinforce, decay. Local SQLite, no API key.
Fiber
io.github.liveplex-cpu
Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic
Author Mcp Server
io.github.litheonhq
Recall, check, search, timeline, and graph tools for fiction writers via Seizn Memory v3.
Linggen - Local RAG
io.github.linggen
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
Hex Research
io.github.levnikolaevich
Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.
Loreweave
io.github.lets-order-some-fries
Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.
Repovine
io.github.legann
Checkout-local repository context graph over MCP; `npx repovine setup` wires skills, agents, hooks.
Lithtrix
io.github.learningloons-hash
Identity, memory, trust, and swarm MCP tools for AI agents. Spark trial at lithtrix.ai.
Leakferret
io.github.leakferrethq
Context-aware secret scanner: lets an AI agent scan, verify, and rewrite secrets before committing.
Livewire Flux Mcp
io.github.leMaur
Flux UI component and layout docs for AI coding agents. Live from fluxui.dev, Pro-tier aware.
KIP
io.github.ldclabs
Knowledge Graphs to enable memory persistence, knowledge evolution, explainable interaction.