A
licenseB
qualityC
maintenanceProvides persistent memory management for AI agents with 14 tools, including semantic search, context synthesis, auto-context middleware, and write-back actions to external services like Slack.
18
89 npm
1
MIT
agentbay-mcp
Server Details
Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.
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- Status
- Unhealthy
- Uptime
- 0.0% over 41 days
- OAuth
- Works in Glama
- Last Tested
- Transport
- Streamable HTTP
- URL
- Server Listing
- agentbay-mcp
TDQS
A3.8/5.0
Scored across 2 tools
Disambiguation5/5
The two tools have completely distinct purposes: one handles user signup/authentication initiation, while the other checks current authentication status. There is no overlap or ambiguity between them.
Naming Consistency4/5
Both tools follow a consistent 'agentbay_' prefix pattern, which is good for branding and identification. However, the suffix naming is slightly inconsistent: 'signup' is an action while 'whoami' is a query-style command, though this minor deviation doesn't significantly impact usability.
Tool Count3/5
With only 2 tools, this server feels quite minimal for an authentication/identity management system. While signup and status checking are core functions, typical authentication systems would include more operations like login, logout, token refresh, or user profile management.
Completeness2/5
For an authentication-focused server, there are significant gaps in the surface area. Missing are essential operations like login (beyond signup), logout, token management, and user profile operations. The current tools only cover initial signup and status checking, leaving agents unable to complete full authentication workflows.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
2 tool updates
- First observed
agentbay_signup - First observed
agentbay_whoami
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AlicenseAqualityDmaintenanceProvides persistent long-term memory for AI agents through semantic search and automated knowledge graph extraction. It enables agents to store, recall, and reason over facts, preferences, and relationships across multiple conversations and sessions.148 npmMIT- FlicenseNot gradedqualityDmaintenanceProvides AI agents with persistent, searchable memory that survives across conversations using semantic search, temporal versioning, and smart organization. Enables long-term context retention and cross-session continuity for AI assistants.14-
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