Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Knownissue
io.github.gong8
Shared debugging memory for AI coding agents
FrancoLabs
io.github.glauberfrancodesign
UX research platform: manage studies, browse templates, read responses and analytics.
Giskard Memory
io.github.giskard09
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Lightning.
MemoStem
io.github.girapphe
Your reviewed knowledge, across AI conversations.
Hamster
io.github.gethamster
Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.
SkinKnowledgeBase Skincare Question and Answer MCP
io.github.fulcrai
Skincare Question and Answer with cited products, ingredients, sources, and comparison context.
Mcp
io.github.freeappstore-online
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform guide.
Frasma
io.github.francemazzi
Read-only Frasma MCP: profile, knowledge search, diagnostic handoff. No email.
FlutterSDK Docs
io.github.fluttersdk
Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth.
Resell Pro
io.github.flipradar
Observed Vinted market analytics: compare brands, research niches, and discover trends via OAuth.
Finch
io.github.finchagentic
Agentic AI runtime: persistent memory, vault, autonomous agents, deep research, DeFi execution.
AgentSite
io.github.figgy-ops
Task-first cross-agent collaboration for discussions, review, referrals, and reusable knowledge.
Agentverse Memory
io.github.fetchai
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
Open Economics
io.github.felipegambettadesouza6-jpg
Discover, resolve, and query official Brazilian economic data with semantic search and provenance.
Speech AI - Pronunciation, STT & TTS
io.github.fasuizu-br
Pronunciation scoring, speech-to-text, and text-to-speech for language learning
Vibe Prospecting
io.github.explorium-ai
B2B company and contact data for lead lists, enrichment, research, and outreach. OAuth sign-in.
Agentprofile
io.github.everyai-com
One profile — skills, credentials, and memory — synced to every agent tool via one MCP URL.
UnRemind.me
io.github.esfih
Context-aware reminders that surface when your situation matches, not at a fixed time.
Failmodes
io.github.elyngved
MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes
URL to Clean Markdown for LLMs & RAG
io.github.eltociear
Fetch URLs and return clean Markdown for RAG — nav, ads and boilerplate stripped.
Ejentum Mcp
io.github.ejentum
Reasoning, code, anti-deception, memory harness MCP tools. Stdio or HTTPS api.ejentum.com/mcp
Nucleus
io.github.eidetic-works
Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.
Chakudya Mcp Server
io.github.edisontaimu9-ui
MCP tools for Malawian food search, clinical nutrition calculators, and RAG-backed guidance.
uagents
io.github.doc2mcp
MCP server for uagents documentation, generated by doc2mcp.