GrantAi Memory
A deterministic memory layer for AI agents that replaces vector similarity search with direct lookup. Instead of embedding chunks and hoping RAG returns the right context, you get exact content retrieval with attribution in under a millisecond. Exposes tools for storing and querying knowledge (grantai_teach, grantai_infer), importing files and git history, and tracking project state across sessions. The multi-agent setup is straightforward: point multiple agents at the same Docker volume and they share memory automatically, with optional speaker attribution if you need to filter by source. Built for compliance scenarios where approximate answers aren't good enough and you're tired of paying retrieval costs on every conversation turn.
- tools
- 9
- auth
- Secret needed
- transport
- STDIO
- env var
- 1
- last updated
- Mar 3, 2026
Tools
9 toolsPublic tool metadata for what this MCP can expose to an agent.
grantai_inferQuery memory for relevant context
Query memory for relevant context
No parameter schema in public metadata yet.
grantai_teachStore content for future recall
Store content for future recall
No parameter schema in public metadata yet.
grantai_learnImport files or directories
Import files or directories
No parameter schema in public metadata yet.
grantai_healthCheck server status
Check server status
No parameter schema in public metadata yet.
grantai_summarizeStore session summaries
Store session summaries
No parameter schema in public metadata yet.
grantai_projectTrack project state
Track project state
No parameter schema in public metadata yet.
grantai_snippetStore code patterns
Store code patterns
No parameter schema in public metadata yet.
grantai_gitImport git commit history
Import git commit history
No parameter schema in public metadata yet.
grantai_captureSave conversation turns for continuity
Save conversation turns for continuity
No parameter schema in public metadata yet.
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageConfiguration
GRANTAI_LICENSE_KEY*secretYour GrantAi license key (get one free at solonai.com/grantai/signup)
Readme
GrantAi
Deterministic Memory for AI
Local. Private. Secure.
Website • Download • Documentation
GrantAi Demo
Free Edition — one command, no account
The free edition is the full local memory engine as an MCP server: no email, no license key, no trial, and no network after the one-time model download (about 650 MB).
# macOS / Linux
curl -fsSL "https://solonai.com/grantai/install.sh?src=github" | bash
# Windows 10/11 (PowerShell)
irm "https://solonai.com/grantai/install.ps1?src=github" | iex
Details
- Repository
- github.com/solonai-com/grantai
- Category
- AI & LLM Tools
- Package
https://github.com/solonai-com/grantai/releases/download/v1.8.5/grantai-mcp-macos-arm64.zip- Transport
- STDIO
- Auth
- Required
- Registry
- MCP registry, active
Related AI & LLM Tools MCP servers
View all
Dependency Migration Mcpsolvohq/dependency-migration-mcpThrough-the-upgrade dependency-migration briefs for LLM coding agents.0stars
Hive Address Screensrotzin/hive-mcp-address-screenHiveAddressScreen MCP — pre-settlement on-chain risk screen. 17-vector GoPlus rail0starsHive Keet Bridgesrotzin/hive-mcp-keet-bridgeMCP server bridging holepunchto/keet-identity-key to the Hive agentic identity network0starsHive Secretssrotzin/hive-mcp-secretsEncrypted secret store and rotation for autonomous agent credentials0starsHive Consultsrotzin/hiveconsultAgent-to-agent reasoning-as-a-service: chain-of-thought, analysis, and decision support.0starsHiveForgesrotzin/hiveforgeAgent spawning, lifecycle management, and population control for AI economies0stars