Memory & Knowledge MCP Servers for OpenAI Agents SDK

Shared memory for teams that work with AI agents: meetings, email and calendar in one brain.

Local-first persistent memory MCP server for AI coding agents.

Give your agents your team's real data — read the shared graph, propose actions your team approves.

Architecture-grounded query for AI agents. Governance constraints, evidence-linked answers.

Your portable context layer — load it into any AI.

Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive behavior.

FastMCP server for TheBrain API — AI access to a personal knowledge graph, Tollbooth-monetized

Markdown notes in folders, with files, that your AI assistant can read, write and organise.

Connect AI to your flomo notes. Search, create, edit notes and manage tags via MCP.

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

Self-hosted memory for AI agents with hybrid search, knowledge graphs, tasks, and document sync.

Per-project memory for AI agents: decisions, attempts, tasks, ranked recall. Paid per call via x402.

Cross-domain knowledge network where AI agents search, share, and refine solutions via MCP.

Extract searchable knowledge from any document. Expose it to LLMs via MCP.

Your company's brain for AI agents. Cited, permission-aware knowledge across every system.

OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCaddie project memory.

Read-only MCP access to a local append-only evidence ledger for AI agent sessions.

Verified registry of third-party-system knowledge — the external-dependency layer for agent memory.

Search and organize your reading library of highlights, saved articles, notes and tags.

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Private, portable memory and reusable skills for AI agents.