Cerebro MCP server for ZCode — 17 memory tools. Auto-reads ~/.config/cerebro/config.json. Use via: npx -y @mingxy/cerebro-mcp-zcode
Cerebro MCP server for ZCode — 17 memory tools. Auto-reads ~/.config/cerebro/config.json. Use via: npx -y @mingxy/cerebro-mcp-zcode
Cerebro gives AI agents shared persistent memory — across sessions, devices, agents, and teams. One API key reconnects everything. Self-hosted, open-source.
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 |
|---|---|
| memory_store | Save facts, decisions, preferences with smart dedup |
| memory_search | 11-stage hybrid search (vector + BM25 + reranker) |
| memory_get | Retrieve a specific memory by ID |
| memory_update | Modify content, tags, importance, tier |
| memory_delete | Remove a memory |
| memory_list | Browse memories with filters and pagination |
| memory_ingest | Smart-ingest full conversations (LLM extraction) |
| memory_profile | Auto-generated user profile (static facts + dynamic context) |
| memory_stats | Analytics: tag distribution, decay curves, relation graphs |
| space_create | Create Team or Organization spaces |
| space_list | List all accessible spaces |
| space_add_member | Invite users to a shared space |
| memory_share | Share a memory to any space with provenance |
| Variable | Description | Required |
|---|---|---|
| OMEM_API_URL | Endpoint or connection string the server talks to. | Yes |
| OMEM_API_KEY | Credential the server authenticates with. | Yes |
| OMEM_EMBED_API_KEY | Credential the server authenticates with. | Yes |
| AWS_ENDPOINT_URL | Endpoint or connection string the server talks to. | Yes |
| OSS_ACCESS_KEY_ID | Credential the server authenticates with. | Yes |
| OSS_ACCESS_KEY_SECRET | Credential the server authenticates with. | Yes |
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
STARLOG documentation workflow MCP for Claude Code integration
ArXiv preprints + Google Scholar papers, with citation counts in one query.
A Model Context Protocol (MCP) server for TestRail that allows interaction with TestRail's core entities through a standardized protocol.
Bring MemPalace-style long-term memory to ChatGPT and remote AI agents.