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mempalace MCP Server

MemPalace/mempalace

Score: 83.5 Rank #1184 MCP Server
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The best-benchmarked open-source AI memory system. And it's free.

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Overview

MemPalace/mempalace is a Python tool licensed under MIT. The best-benchmarked open-source AI memory system. And it's free. Topics: ai, chromadb, llm, mcp, memory, python.

Ranked #1184 out of 24840 indexed tools.

In the top 5% of all indexed tools.

Has 59,267 GitHub stars.

Has 160 contributors.

Actively maintained with commits in the last week.

Ecosystem

Python MIT 13,095 pypi/wk
aichromadbllmmcpmemorypython

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 59,267

59,267 stars → extremely popular

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 42%

534/1286 issues closed → many open issues

Contributors 10% 160

160 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 13,095/wk

13,095 weekly installs → widely installed

Forks 7,567
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 752 open vs 534 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for MemPalace/mempalace
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Matched Queries

topic:mcp

From the README

<div align="center">

# MemPalace

Local-first AI memory. Verbatim storage, pluggable backend, 96.6% R@5 raw on LongMemEval — zero API calls.

[![][version-shield]][release-link]
[![][python-shield]][python-link]
[![][license-shield]][license-link]
[![][discord-shield]][discord-link]

</div>

> [!CAUTION]
> **Beware of impostor sites.** MemPalace has no other official websites. The **only** official sources are this **[GitHub repository](https://github.com/MemPalace/mempalace)**, the **[PyPI package](https://pypi.org/project/mempalace/)**, and the docs at **[mempalaceofficial.com](https://mempalaceofficial.com)**. Any other domain (including `.tech`, `.net`, or other `.com` variants) is an impostor and may distribute malware. Details and timeline: [docs/HISTORY.md](docs/HISTORY.md).

> [!IMPORTANT]
> **Claude Code sessions expire in 30 days without auto-save hooks wired.** [Read this →](https://github.com/MemPalace/mempalace/discussions/1388)
>
> Need the shortest recovery/setup path? 
Read full README on GitHub →

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