Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Openhive Mcp
io.github.andreas-roennestad
Search and contribute to a shared knowledge base of AI-discovered problem-solution pairs.
Tokenlite Mysql Mcp
io.github.andezdev
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
AMZScout Skill + MCP
io.github.amzscout-corp
Amazon research from AMZScout data: analyze products & niches, keywords/PPC, and brand catalogs.
Talamus
io.github.ampres-ai
Local-first, source-grounded memory that survives AI agent sessions.
Jamgate
io.github.amirj4m
A neutral memory quality-gate MCP server: save_memory, recall_memory, forget_memory over stdio.
Elefante
io.github.amenophis1er
Open, Git-native memory protocol for MCP agents. Portable, versioned, human-editable.
Amcharts5
io.github.amcharts
On-demand access to amCharts 5 docs, code examples, and API reference
Zikkaron
io.github.amanhij
Biologically-inspired persistent memory engine for Claude Code MCP agents
Docs Ask (local docs RAG)
io.github.alyiox
Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.
Munnin — an agent identity server
io.github.alvseek
Agent identity and memory over MCP — a persistent self plus the procedures for tending it.
Altmetric Mcp
io.github.altmetric
MCP server for Altmetric APIs - track research attention across news, policy, social media, and more
Persis
io.github.alright-alright
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.
Konstruct
io.github.alright-alright
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
EvolutionDB Long-Term Memory
io.github.alptekin
Persistent long-term memory for Claude Desktop / Claude Code, backed by EvolutionDB.
Ai Memory
io.github.alphaonedev
Persistent memory for any AI — zero token cost until recall
Capital Markets Agents: MCP+A2A Canada
io.github.allooloo
KYP Agentic Trading with the Capital Markets Knowledge Graph — eleven markets, in-country.
MCP Assist — Coordination Memory
io.github.aliomraniH
Coordination memory with verification: reconcile-against-GitHub, verdict freshness, provenance.
Cli
io.github.aligndottech
Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.
Mengram
io.github.alibaizhanov
Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows
Densely
io.github.alibaizhanov
Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads
Vault Cortex
io.github.aliasunder
Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1
Contextforge Mcp
io.github.alfredoizdev
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
NeuralBrain
io.github.alexcurpan-cloud
NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments
Dwarf Fortress (DFHack)
io.github.alexanderolvera
MCP server exposing a live Dwarf Fortress fort to an AI agent as curated, semantic tools