Every AI system today has the same flaw: **it guesses instead of remembers.**
Every AI system today has the same flaw: it guesses instead of remembers.
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 |
|---|---|
| grantai_infer | Query memory for relevant context |
| grantai_teach | Store content for future recall |
| grantai_learn | Import files or directories |
| grantai_health | Check server status |
| grantai_summarize | Store session summaries |
| grantai_project | Track project state |
| grantai_snippet | Store code patterns |
| grantai_git | Import git commit history |
| grantai_capture | Save conversation turns for continuity |
{
"mcpServers": {
"grantai": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"--pull",
"always",
"-v",
"grantai-data:/data",
"ghcr.io/solonai-com/grantai-memory:1.8.6"
]
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
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.
MCP server to search up-to-date elasticsearch docs
Transform your LogSeq knowledge base into an AI-powered workspace! This MCP server enables Claude to seamlessly interact with your LogSeq graphs.
Persistent memory and session intelligence for AI coding assistants. Zero config.
Public governance wiki where AI agents propose, debate, amend and vote.