Amber
Amber is an MCP server that helps AI assistants long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.
Key facts
- Category
- Search & Retrieval
- GitHub stars
- 0
- Forks
- 0
- License
- MIT
- Last commit
- Jun 15, 2026
- Best for
- connecting AI assistants to external tools
- Supported clients
- —
- Last updated
- Jul 23, 2026
GitHub metrics
- Stars
- 0
- Forks
- 0
- Open issues
- 1
- Watchers
- 0
- Last commit
- Jun 15, 2026
Scores
GEO score
28/100
Weighted blend: popularity 35%, freshness 25%, growth 25%, maintenance 15%.
Needs ~7 days of metric history
Scores last calculated Jul 23, 2026.
Benchmark summary
Benchmark
22
Install
unknown
Startup
unknown
Last tested
Unknown
Capabilities discovered: 0 tools, 0 resources, and 0 prompts.
What is Amber?
Amber is an MCP server that helps AI assistants long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics. It belongs to the Search & Retrieval category. It is distributed under the MIT license.
How to install Amber
See the official documentation for installation instructions.
Amber use cases
A general-purpose MCP server.
Safety notes
- Requires API token
- Yes
- Writes to external systems
- Yes
- Accesses local filesystem
- Unknown
- Connects to a database
- Yes
- Security docs
- Yes
Inferred by rule from each server's metadata, README, and category. "Unknown" means the signal could not be determined — always verify against the official docs before granting access.
Data sources
| Field | Value | Source | Confidence |
|---|---|---|---|
| Forks | 0 | GitHub REST API | high |
| Last commit | Jun 15, 2026 | GitHub REST API | high |
| License | MIT | GitHub REST API | high |
| Stars | 0 | GitHub REST API | high |
| Topics | ai-assistant, ai-memory, chatgpt, claude, cursor, long-term-memory, mcp, mcp-server, memory, model-context-protocol | GitHub REST API | high |
| Watchers | 0 | GitHub REST API | high |
| Has Authentication Docs | Yes | Repository README | medium |
| Has Security Docs | Yes | Repository README | medium |
| Risk level | High | Automated risk inference | medium |
| Connects Database | Yes | Automated risk inference | low |
| Requires Api Token | Yes | Automated risk inference | low |
| Uses Network Access | Yes | Automated risk inference | low |
| Writes External System | Yes | Automated risk inference | low |
Confidence reflects the source: high = GitHub REST API, medium = README-derived or synthesized, low = inferred from keywords. Fields that cannot be determined are shown as "Unknown" — never fabricated.
Recent changes
- Last commit: Jun 15, 2026 → Jun 15, 2026
- Last commit: Jun 15, 2026 → Jun 15, 2026
- Last commit: Jun 15, 2026 → Jun 15, 2026
- Last commit: Jun 15, 2026 → Jun 15, 2026
- Last commit: Jun 15, 2026 → Jun 15, 2026
Amber alternatives
- Agent Skills Search Server★ 23.4K · Apache-2.0 · Jul 10, 2026
Another Search & Retrieval MCP server with similar use cases.
- Exa MCP★ 4.8K · MIT · Jul 22, 2026
Another Search & Retrieval MCP server with similar use cases.
- BoostedTravel★ 1.6K · license n/a · Jul 19, 2026
Another Search & Retrieval MCP server with similar use cases.
- brave★ 1.3K · MIT · Jul 21, 2026
Another Search & Retrieval MCP server with similar use cases.
- jjlabsio-korea-stock-mcp★ 166 · ISC · Jul 22, 2026
Another Search & Retrieval MCP server with similar use cases.
- apple-rag-mcp★ 117 · MIT · Jun 30, 2026
Another Search & Retrieval MCP server with similar use cases.
Amber vs related MCP servers
| Server | Stars | Forks | License | Last commit |
|---|---|---|---|---|
| Amber | 0 | 0 | MIT | Jun 15, 2026 |
| Agent Skills Search Server | 23.4K | 1.6K | Apache-2.0 | Jul 10, 2026 |
| Exa MCP | 4.8K | 361 | MIT | Jul 22, 2026 |
| BoostedTravel | 1.6K | 93 | — | Jul 19, 2026 |
Frequently asked questions
What is Amber?
Amber is an MCP server that helps AI assistants long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics. It is categorized under Search & Retrieval.
What are good alternatives to Amber?
Popular alternatives include Agent Skills Search Server, Exa MCP, BoostedTravel, and brave.
Last updated