Memory & Knowledge MCP Servers for OpenAI Agents SDK

Search Entra.Chat podcast transcripts — Merill Fernando's Microsoft Entra podcast on YouTube

Bring your GFT (Git for Thought) white-box thinking map to any AI agent.

Local-first personal context over MCP: mail/calendar metadata, briefings, person lookups. No cloud.

Local-first judgment layer: counter-examples & blind spots from your own knowledge base.

Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning.

Persistent memory for AI agents. Store what matters, recall by meaning, skip the rest.

Structured session journals for AI agents. Persistent memory across sessions.

Seeds, governs and navigates a memory_bank knowledge base: gated writes, routing, drift vs code

MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics

PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.

Persistent local memory for MCP-compatible AI coding agents, stored per repository in SQLite.

Search past Claude Code conversations. Local BM25 over JSONL with one-click claude --resume.

MCP server for engram — hierarchical memory engine for AI agents

Agent-ready local document context with stable anchors.

MCP server for Obsidian vaults - AI tools with consistent canonical context. Local-first.

MCP server for soul.md — your portable AI identity layer across every LLM.

[DEPRECATED — migrate to Kapa + Midnight Expert: https://docs.midnight.network/blog/migrating-to-kapa-and-midnight-expert] Model Context

Injection molding simulation expertise — materials, process validation, and DFM checks

AI that remembers. Local-first cross-session, cross-project long-term memory for coding tools.

AI-Native MCP server for Obsidian vaults with task-oriented, intelligent tools designed for LLM workflows

The most feature-complete MCP server for Obsidian vaults — search, read, write, tag, link analysis, graph traversal, canvas support, and