Not just vector search — robotmem understands the structure of robot experiences:
Not just vector search — robotmem understands the structure of robot experiences:
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| learn | Record physical experiences (parameters / strategies / lessons) |
| recall | Retrieve experiences — BM25 + vector hybrid search with context_filter and spatial_sort |
| save_perception | Store perception / trajectory / force data (visual / tactile / proprioceptive / auditory / procedural) |
| forget | Delete incorrect memories |
| update | Correct memory content |
| start_session | Begin an episode |
| end_session | End an episode (auto-consolidation + proactive recall) |
{
"mcpServers": {
"robotmem": {
"command": "uvx",
"args": ["robotmem"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
The original Chromium automation reference server — simple, screenshot-driven browser control.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.
Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.