Five real MCP tool call failure modes for MemNexus — server not appearing, auth errors, timeouts, stale schemas after upgrades, empty search results — with the exact commands to diagnose and fix each one.
Cody Free, Pro, and Enterprise Starter are gone. Full Cody Enterprise remains — and has supported MCP since May 2025. Here is the current, verified picture and how to add persistent memory to it.
Add memory to Continue.dev that follows your project across Claude, GPT, and local models — still works today, even after Cursor's June 2026 acquisition.
A hands-on tutorial for wiring MemNexus into a Claude Code lead agent and its subagents — named state memories, codeContext tagging, conversation grouping, and the concurrent-write gotcha nobody tells you about.
Connect MemNexus to ChatGPT via Custom GPT API actions to get persistent, cross-project memory that goes beyond ChatGPT's built-in conversation history.
Augment Code has built-in memories and a Context Engine. Here is how to extend them with cross-tool persistent memory via MCP so your context follows you across every coding tool.
build_context is a single MCP call that gives your coding agent a structured briefing — active work, key facts, gotchas, recent activity — before it touches your codebase.
Supermaven has a massive 1M token context window but no cross-session memory. Here is how to add persistent memory via MCP so Supermaven remembers your project decisions and conventions.
Devin starts fresh every session with no memory of prior work. Here is how to add persistent memory via MCP so Devin remembers your project decisions, conventions, and debugging history.
Gemini Code Assist resets context between sessions. Here is how to add persistent memory via MCP so Gemini remembers your project, decisions, and patterns across sessions.
OpenAI Codex CLI resets context between sessions. Here is how to add persistent memory via MCP so Codex remembers your project, decisions, and patterns.
A technical comparison of how LangChain, CrewAI, AutoGen, Semantic Kernel, and LlamaIndex handle agent memory — and the cross-tool gap none of them fill.
Kiro resets every session. Here is how to add persistent memory via MCP so Kiro remembers your project, conventions, and past decisions.
Tabnine resets every chat session. Here is how to add persistent memory via MCP so Tabnine remembers your project, conventions, and past decisions.
Connect MemNexus via MCP server or CLI to extend Cursor Memories across projects, agents, and tools — one command, no manual rule edits.
GitHub Copilot Chat resets every session. Here is how to add persistent memory via MCP so Copilot remembers your project, conventions, and past decisions.
MCP tools lose context when you restart. Learn the MCP memory pattern — how to wire a memory server so every session starts with relevant context.
Windsurf Cascade forgets everything when a session ends. Add persistent memories across sessions via MCP — CLI + MCP setup in under 5 minutes.