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 connecting memory tools to Claude, Cursor, VS Code, or another MCP client.
VERIFIED ACTIVE
LAST COMMIT 2026-05-14 · ★ 4 · #210 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25
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 #210 of 259 actively-maintained memory servers as of 2026-08-25.
- 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 2026-08-25, 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 - 159 languages, sub-ms queries, 99% fewer tokens. ★ 40,198 · 2026-08-23
- Tradememory Protocol MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance. ★ 1,412 · 2026-08-11
- Superlog Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents. ★ 1,394 · 2026-08-23
- Persome Local-first personal memory and model server for trusted MCP agents on macOS. ★ 1,314 · 2026-08-21
- Neo4j Memory MCP Neo4j Knowledge Graph Memory Server ★ 979 · 2026-04-10
- Projectmem Local-first memory + judgment layer for AI coding agents - warns before repeating failed fixes. ★ 750 · 2026-08-06
Pairs well with
Servers that cover what Adaptive Recall doesn't - only shown when the pairing reason fits the companion.
More memory MCP servers · Cathedral - Persistent Memory for AI Agents · Aiqbee Brain · AitherOS ADK · Central Intelligence · Context Server