Adaptive Recall MCP Server
Adaptive memory system for AI applications. Patent pending. adaptiverecall.com | Documentation | Sign Up Free. It runs locally over stdio via the published package.
People who work with gemini cli extension and want it reachable from Claude, Cursor, VS Code, or another MCP client.
VERIFIED ACTIVE
LAST COMMIT 2026-05-14 · ★ 4 · #237 OF 304 MAINTAINED MEMORY · VERIFIED 2026-09-18
MIT · how we verify → /methodology
01 · Install Adaptive Recall
Claude Code
claude mcp add aiappsapi-adaptive-recall -- npx -y adaptive-recall Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"aiappsapi-adaptive-recall": {
"command": "npx",
"args": [
"-y",
"adaptive-recall"
]
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions
license MIT - declared in the repository
npm package adaptive-recall - unscoped; check the name against the project README before installing
registry namespace io.github.AIAppsAPI is GitHub-verified and matches the repo owner
03 · Who maintains Adaptive Recall
adaptive-recall is maintained by aiappsapi. It's the only MCP server we track from this author; the repo dates to May 2026.
04 · Facts
- repository
- github.com/aiappsapi/adaptive-recall
- category
- memory - ranked #237 of 304 actively-maintained memory servers as of 2026-09-18.
- registry
- io.github.AIAppsAPI/adaptive-recall (active, first published 2026-05-13)
- packages
- npm:adaptive-recall
05 · Adaptive Recall FAQ
What is Adaptive Recall?
Adaptive memory system for AI applications. Patent pending. adaptiverecall.com | Documentation | Sign Up Free. It runs locally over stdio via the published package.
Is Adaptive Recall still maintained?
Yes - as of 2026-09-18, its last commit was 2026-05-14. We re-verify nightly.
How do I install Adaptive Recall?
Run `npx -y adaptive-recall`. You can also paste the ready-made client config above.
Does Adaptive Recall run locally?
Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
06 · Alternatives to Adaptive Recall
Alternatives to Adaptive Recall
Maintained memory servers if Adaptive Recall isn't the fit.
- Codebase Memory Codebase knowledge graph for AI agents - 162 languages, sub-ms queries, 99% fewer tokens. ★ 43,715 · 2026-09-18
- Superlog Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents. ★ 1,449 · 2026-09-17
- Tradememory Protocol Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents. ★ 1,419 · 2026-09-14
- Persome Local-first personal memory and model server for trusted MCP agents on macOS. ★ 1,322 · 2026-08-21
- Neo4j Memory MCP Neo4j Knowledge Graph Memory Server ★ 984 · 2026-09-09
- Projectmem Coding agent memory - one local MCP server for every project. Warns before repeating failed fixes. ★ 826 · 2026-09-15
Pairs well with
Servers that cover what Adaptive Recall doesn't - only shown when the pairing reason fits the companion.
More memory MCP servers · Kira · Cathedral - Persistent Memory for AI Agents · Aiqbee Brain · Myc · AitherOS ADK