# RecallNest

> Use this tool when you need to augment AI coding agents with persistent memory and advanced retrieval capabilities. RecallNest solves problems of knowledge retention and retrieval for AI agents, accepting code and context as inputs and outputting relevant information and suggestions. It is ideal for use cases requiring efficient and accurate code completion, debugging, and knowledge management, particularly in local development environments.

Canonical page: https://skillsregistry.net/skills/aliceljy-recallnest  
JSON: https://api.skillsregistry.net/v1/skills/aliceljy-recallnest

## Description

Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB.

## Trust

- **Trust score (0–1):** 0.80
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/d3kah1jv72)
- **Repository:** <https://github.com/AliceLJY/recallnest>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "aliceljy-recallnest"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aliceljy-recallnest` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aliceljy-recallnest/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt