Every AI system today has the same flaw: **it guesses instead of remembers.**
Connect Grantai to Claude, Cursor or any other MCP client and it stops being a tab you switch to. Every AI system today has the same flaw: it guesses instead of remembers.. The grantai mcp server is what makes that connection.
The toolset is worth reading before you wire it up, because it tells you what the integration is really for:
grantai_infer — Query memory for relevant contextgrantai_teach — Store content for future recallgrantai_learn — Import files or directoriesgrantai_health — Check server statusgrantai_summarize — Store session summariesgrantai_project — Track project stategrantai_snippet — Store code patternsgrantai_git — Import git commit historygrantai_capture — Save conversation turns for continuitySetup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.
This sits in the knowledge and memory group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Grantai's toolset — grantai_infer, grantai_teach, grantai_learn and 6 more — is a fair guide to whether it matches your workflow. It is maintained by solonai-com; worth a glance at recent repository activity before you build anything load-bearing on it.
This entry was verified against Grantai's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.
| 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"]
}
}
}Configuration as documented by the project. Restart the client after saving.
A knowledge graph your assistant keeps between sessions — entities, relations and observations that persist.
Kill hallucinated APIs — version-accurate, up-to-date library documentation injected straight into context.
Your workspace, on speaking terms with AI — search, read and write Notion pages and databases.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.
Chat with your second brain — search, read and write vault notes through the Local REST API.