# memory-search-mcp
# **MCP server for memory search mcp operations**

## Install
```bash
pip install memory-search-mcp
```

## Auth & Rate Limits
- Free tier: 10 calls/day. No API key required.
- Pro tier (£79/mo): unlimited + signed attestations.
- Enterprise (£1,499/mo): white-label.

## Tools

### `record_memory`
Record a memory episode with care-weighting and emotional valence.

### `search_memory`
Semantic search across all memories using full-text search with relevance ranking.

### `add_knowledge`
Add a knowledge entry to the persistent knowledge base.

### `search_knowledge`
Search the knowledge base by topic or content. Returns facts and reference

### `list_memories`
List recent memories, optionally filtered by type. Sort by created_at,

### `get_memory_stats`
Get statistics about the memory store: total count, type breakdown,

### `get_temporal_chain`
Follow the temporal chain from a memory episode forward or backward in time.

### `consolidate_memories`
Consolidate old, low-access memories by summarizing and archiving them.

### `semantic_search`
Semantic search using TF-IDF cosine similarity (no external deps).


## Maintainer
MEOK AI Labs · hello@meok.ai · https://meok.ai · MIT licensed

## Pairs with
Governance moat: pair this tool with any of MEOK's 38 governance MCPs (EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, etc.) for full compliance coverage.
