Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
24 servers on this page
Vlk MemAct
io.github.aranajhonny
Stateful memory for AI agents. Temporal awareness, error loop detection, and preventive constraints.
Memory Vault
io.github.apurv101
Portable AI memory shared across models and harnesses - plain markdown you own.
Mcp For Api
io.github.appwrite
MCP (Model Context Protocol) server for Appwrite
Mcp
io.github.appwrite
Manage Appwrite projects, databases, auth, storage, functions, and messaging; search Appwrite docs
GraphOS MCP Server
io.github.apollographql
Search Apollo docs, specs, and best practices
Mcp Pickaxe
io.github.aplaceforallmystuff
MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics
Apexapi Mcp
io.github.apexapi
Call 120+ AI models and live web context (scrape/crawl/extract) from any MCP client with one key
TokenSave
io.github.aovestdipaperino
Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.
Anytype Mcp
io.github.anyproto
Official MCP server for Anytype API - your encrypted, local and collaborative wiki.
Tempera
io.github.anvanster
Persistent episodic memory for AI coding: capture, retrieve, brief, dream cycle, cross-project.
Aidimag
io.github.anup-khanal
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.
Mcp Server Chart
io.github.antvis
A Model Context Protocol server for generating charts using AntV.
Br8n
io.github.anthonysuherli
Capture dev context on interrupt; replay it as a 30-second resume card. Git stash for your head.
Cartograph
io.github.anthony-maio
Repo analysis for coding agents with ranked files, dependency maps, and task-scoped context.
Mcp Webgate
io.github.annibale-x
Web search that doesn't wreck your AI's memory.
Mcp Memento
io.github.annibale-x
An MCP server that provides persistent memory and context management across sessions
FrontDesko
io.github.anmols
Hotel PMS pricing, comparisons, OTA savings math, docs search and live demo availability.
Toon Parse Mcp
io.github.ankitpal181
MCP server that reduces LLM context by removing code comments and converting data formats to TOON
Mcp Failure Lab
io.github.anilloutombam
A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers.
Ololand Dd
io.github.aniebyl
OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cross-deal learning.
Foundry/API
io.github.angelus213
Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.
GrayMatter
io.github.angelnicolasc
Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.
Neural Mcp
io.github.andylbrummer
GPU-accelerated MCP server for neural network training, deep learning, and model experimentation
UXSense Drift
io.github.andrewdraper
Behavioral drift context (Behavioral Load Map, hot paths, release brief) for coding agents, per PR.