YourMemory

Persistent memory for AI agents.

Connector by sachitrafa · GitHub account verified by the MCP Registry

IndexedCC-BY-NC-4.0Local (stdio)★ 270

Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/sachitrafa-yourmemory

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Persistent memory for AI agents. Memories decay with time and strengthen on recall.

Use cases: agent-memory

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 3 read · 2 write · 0 delete
Secrets: None asked for
Install scripts: Not scanned yet
Runs as: Python package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

memory_get
memory_search
recall_memory

Write 2 · Create, change, send or run things.

store_memory
update_memory

Secrets and settings it asks for

Other settings (environment variables or headers).

PYTHONIOENCODING

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

memory_get
Stage 2 of two-stage recall. Returns the FULL content of one memory PLUS its connected graph neighbourhood (related facts) — the 'connected region'. Use after memory_search to pull depth on demand without re-reading files.
memory_search
Stage 1 of two-stage recall (progressive disclosure). Returns a COMPACT index of relevant memories (id + short summary + score) — cheap to scan. Use this first, then call memory_get on the IDs you want, instead of re-reading source files.
recall_memory
Retrieve memories relevant to a query. Retrieve relevant memories about the user's preferences, past instructions, and known facts. Call this when persistent context would help answer the current request. Returns a list of memories with their IDs.
store_memory
Store a new memory about the user. Use when you learn a new fact, preference, instruction, past failure, or successful strategy. Does not conflict with any memory returned by recall_memory.
update_memory
Merge or replace an existing memory by its ID. Use when a recalled memory is outdated (replace) or when new info adds detail to an existing memory (merge — write the combined sentence as new_content).

Signals

Stars: 270
Forks: 21
Open issues: 1
Contributors: 3
Weekly downloads: 196
Last commit: Jul 14, 2026 (3 months ago)
Last release: May 25, 2026 (5 months ago)
Last package publish: Jul 27, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.sachitrafa/yourmemory
Version: 1.4.18
Auth: No auth
Packages: pypi yourmemory
License: CC-BY-NC-4.0
Repository: github.com/sachitrafa/YourMemory
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql