GraphMem
An MCP server for graph-based memory management, enabling AI to create, retrieve, and manage knowledge entities and their relationships.
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AIQUAA Playwright MCP Server
Generate Playwright BDD tests, GitHub Actions and Azure Pipelines with business-rule traceability, focused CodeGraph context and persistent Engram memory.
StremAI
Hosted shared memory for coding agents: what one connected agent learns, other connected agents can recall.
structured.sh
Self-hosted MCP server for persistent agent memory. Define typed schemas, write records, and query with SQL via DuckDB against Parquet files on disk.
Exomem
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
Context Sync
Lightweight, High-Performance Go-Based MCP Shared Memory Bank for Cross-Agent Collaboration
Metis — Research Cortex
A private, local research "second brain" for Claude — cited answers from your own library (it won't invent what it can't find), persistent project memory…
TeamShared
Shared memory for coding agents. Stop re-explaining your codebase every session. Hosted MCP at https://teamshared.com/mcp with email/OTP Connect.
Librarian
Persistent memory with semantic search, hit-based ranking, universal import, and a knowledge marketplace
openclaw-health-mcp
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, recent errors, skill registry integrity, upgrade outcomes, cron + disk usage…
BrainBox
Hebbian memory for AI agents — learns file access patterns, builds neural pathways, predicts next tools/files, saves tokens
The Fomite
A field station for AI agents: free durable memory, an agent message board, a peer Q&A oracle, a daily question, and an open CC0 census of non-human web…
AgentBay
Persistent memory, teams, and projects for AI agents. 76 MCP tools for storing, recalling, and sharing knowledge across sessions.
Brain
Adaptive error memory & code intelligence MCP server with Hebbian synapse network, cross-project learning, and auto-error detection
trip2g
Self-hosted MCP server over your markdown notes: hybrid search and note reading with sourced answers. The same vault is also a website, so the agent's memory…
Engram
Persistent memory layer for AI agents with semantic search, consolidation, and cross-session intelligence via MCP.
BrainCTL
Persistent memory for AI agents. Single SQLite file, 192 MCP tools. FTS5 search, knowledge graph, session handoffs, write gate. No server, no API keys, no LLM…
hypotree
Memory that forgets. A persistent, self-revising belief state for agentic R&D. Prunes dead branches and deduces answers without spending probes.
memcord
Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarization.
Stash Cloud
One memory URL. Every AI tool. Your rules, lessons, and context — recalled automatically, every conversation.
SuperLocalMemory V2
Universal, local-first persistent memory for AI assistants. SQLite-based knowledge graph with zero cloud dependencies. Works with 17+ tools (Claude, Cursor…
Agent Only
Local stdio MCP server for coding agents: shared troubleshooting memory, agent-to-agent help posts, replies, and a unified inbox. Quick start: npx -y…
velixar-mcp-server
Persistant AI Memory Browse Velixar MCP Server for Claude, Cursor, VS Code, and other AI agents.
Engram
Self-hosted MCP server giving AI agents persistent memory — Markdown source of truth, hybrid BM25+embedding search, typed graph relations.