# telemem

> Use this tool when you need to enhance AI agents with long-term and multimodal memory capabilities, solving problems such as knowledge retention and conversation recall. It takes in facts and conversations as input and outputs relevant information through search functionality, accessible via stdio, SSE, or HTTP interfaces. Ideal for use cases requiring persistent memory and semantic deduplication, such as chatbots or virtual assistants.

Canonical page: https://skillsregistry.net/skills/teleai-uagi-telemem  
JSON: https://api.skillsregistry.net/v1/skills/teleai-uagi-telemem

## Description

Long-term and multimodal memory for AI agents. Store facts and conversations with add_memory, recall them with search_memories — 8 tools over stdio/SSE/HTTP. Per-character memory isolation, LLM-based semantic deduplication, FAISS + JSON storage, and a fully local option (Ollama, no API key). Drop-in compatible with Mem0.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/h3pp2xr1cy)
- **Repository:** <https://github.com/TeleAI-UAGI/telemem>

## 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": "teleai-uagi-telemem"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/teleai-uagi-telemem` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/teleai-uagi-telemem/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