mcp-ai-accountability
Rank #44,439glama/princeruhulofficial/mcp-ai-accountability
MCP server for measuring, tracking, scoring, and improving AI agent reliability with tools for recording interactions, scoring reliability, analyzing failures, recommending improvements, generating audit reports, and checking MCP health.
mcp-ai-accountability is a Model Context Protocol (MCP) server published by princeruhulofficial. It ranks #44,439 of 115,460 servers tracked on MCP Toplist. mcp-ai-accountability is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 4, 2026.
Ranks ahead of 71,021 of 115,460 servers on MCP Toplist.
Use mcp-ai-accountability
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fprinceruhulofficial%2Fmcp-ai-accountability)<a href="https://mcptoplist.com/server/glama%2Fprinceruhulofficial%2Fmcp-ai-accountability"><img src="https://mcptoplist.com/badge/glama%2Fprinceruhulofficial%2Fmcp-ai-accountability.svg" alt="MCP Toplist: Top 50% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
princeruhulofficial
Other servers by princeruhulofficial
- mcp-agent-reliability#18,894 · 1 ver
- MCP Tool Auditor#31,216
- mcp-tool-poison-guard#38,677
- MCP Tool Guardian#40,566
- mcp-agent-monitor#41,395
- mcp-agent-cost-optimizer#44,436
- mcp-agent-enterprise-guard#44,437
- mcp-agent-reliability-scorer#44,438
- mcp-context-manager#44,440
- mcp-tool-chain-optimizer#44,441
- mcp-ai-roi-calculator#48,617
- mcp-claims-triage#48,618
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains mcp-ai-accountability?
- mcp-ai-accountability is maintained by princeruhulofficial, which publishes 19 MCP servers (1 total version) tracked on MCP Toplist.
- Is mcp-ai-accountability listed on the Official MCP Registry?
- mcp-ai-accountability is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-ai-accountability have?
- mcp-ai-accountability ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for mcp-ai-accountability?
- The source code for mcp-ai-accountability is hosted at github.com/princeruhulofficial/mcp-ai-accountability.