Adaptive Recall
Rank #38,239io.github.AIAppsAPI/adaptive-recall
Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.
Adaptive Recall is a Model Context Protocol (MCP) server published by aiappsapi. It ranks #38,239 of 137,492 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. Adaptive Recall is listed across 3 registries — Official MCP, PulseMCP and Glama, with 1 tracked version. It was first listed on May 12, 2026 and most recently updated on May 13, 2026.
Ranks ahead of 99,253 of 137,492 servers on MCP Toplist.
Use Adaptive Recall
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
claude mcp add --transport http adaptive-recall https://s1.adaptiverecall.com/mcpThis endpoint requires authentication — see the server’s docs for credentials.
claude mcp add adaptive-recall -e "ADAPTIVE_RECALL_API_KEY=<your ADAPTIVE_RECALL_API_KEY>" -- npx -y adaptive-recallReplace each placeholder with your own value before saving.
[mcp_servers.adaptive-recall]
url = "https://s1.adaptiverecall.com/mcp"Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.
[mcp_servers.adaptive-recall]
command = "npx"
args = ["-y", "adaptive-recall"]
[mcp_servers.adaptive-recall.env]
ADAPTIVE_RECALL_API_KEY = "<your ADAPTIVE_RECALL_API_KEY>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
https://s1.adaptiverecall.com/mcpSettings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"adaptive-recall": {
"command": "npx",
"args": [
"-y",
"adaptive-recall"
],
"env": {
"ADAPTIVE_RECALL_API_KEY": "<your ADAPTIVE_RECALL_API_KEY>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"adaptive-recall": {
"url": "https://s1.adaptiverecall.com/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"adaptive-recall": {
"command": "npx",
"args": [
"-y",
"adaptive-recall"
],
"env": {
"ADAPTIVE_RECALL_API_KEY": "<your ADAPTIVE_RECALL_API_KEY>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"adaptive-recall": {
"type": "http",
"url": "https://s1.adaptiverecall.com/mcp"
}
}
}Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.
{
"servers": {
"adaptive-recall": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"adaptive-recall"
],
"env": {
"ADAPTIVE_RECALL_API_KEY": "<your ADAPTIVE_RECALL_API_KEY>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"adaptive-recall": {
"serverUrl": "https://s1.adaptiverecall.com/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"adaptive-recall": {
"command": "npx",
"args": [
"-y",
"adaptive-recall"
],
"env": {
"ADAPTIVE_RECALL_API_KEY": "<your ADAPTIVE_RECALL_API_KEY>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"adaptive-recall": {
"url": "https://s1.adaptiverecall.com/mcp"
}
}
}This endpoint requires authentication — see the server’s docs for credentials.
{
"mcpServers": {
"adaptive-recall": {
"command": "npx",
"args": [
"-y",
"adaptive-recall"
],
"env": {
"ADAPTIVE_RECALL_API_KEY": "<your ADAPTIVE_RECALL_API_KEY>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
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[](https://mcptoplist.com/server/io.github.AIAppsAPI%2Fadaptive-recall)<a href="https://mcptoplist.com/server/io.github.AIAppsAPI%2Fadaptive-recall"><img src="https://mcptoplist.com/badge/io.github.AIAppsAPI%2Fadaptive-recall.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
aiappsapi
Available versions (1)
| Version | Published |
|---|---|
| 1.0.1 | May 13, 2026 |
Frequently asked questions
- Who maintains Adaptive Recall?
- Adaptive Recall is maintained by aiappsapi, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is Adaptive Recall listed on the Official MCP Registry?
- Yes — Adaptive Recall is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does Adaptive Recall have?
- MCP Toplist tracks 1 version of Adaptive Recall, most recently published on May 13, 2026.
- Where can I find the source code for Adaptive Recall?
- The source code for Adaptive Recall is hosted at github.com/aiappsapi/adaptive-recall.
Do you run this server?
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