mcp-agent-reliability-scorer
Rank #137,305glama/princeruhulofficial/mcp-agent-reliability-scorer
Scores AI agent trajectories and detects silent failures, loops, and reliability issues with zero external API cost.
What you can do with mcp-agent-reliability-scorer
mcp-agent-reliability-scorer is a Model Context Protocol (MCP) server published by princeruhulofficial. It ranks #137,305 of 144,396 active servers on MCP Toplist. mcp-agent-reliability-scorer is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Aug 9, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What mcp-agent-reliability-scorer can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using mcp-agent-reliability-scorer
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect mcp-agent-reliability-scorer and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
- mcp-agent-reliability#40,902
- Agent Accountability MCP Server#129,008
- MCP Agent Reliability Server#129,009
- mcp-schema-bloat-fixer#129,010
- MCP Tool Auditor#129,011
- MCP Tool Guardian#129,012
- mcp-agent-cost-optimizer#137,302
- mcp-agent-enterprise-guard#137,303
- mcp-agent-monitor#137,304
- mcp-ai-accountability#137,306
- Agent Reliability MCP Server#137,307
- mcp-ai-roi-calculator#137,308
No task-specific alternatives are catalogued for mcp-agent-reliability-scoreryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Aug 9, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Aug 10, 2026 · still listed
Do you maintain mcp-agent-reliability-scorer? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 7,091 of 144,396 servers on MCP Toplist.
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-agent-reliability-scorer)<a href="https://mcptoplist.com/server/glama%2Fprinceruhulofficial%2Fmcp-agent-reliability-scorer"><img src="https://mcptoplist.com/badge/glama%2Fprinceruhulofficial%2Fmcp-agent-reliability-scorer.svg" alt="MCP Toplist: #137,305 of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains mcp-agent-reliability-scorer?
- mcp-agent-reliability-scorer is maintained by princeruhulofficial, which publishes 19 MCP servers (1 total version) tracked on MCP Toplist.
- Is mcp-agent-reliability-scorer listed on the Official MCP Registry?
- mcp-agent-reliability-scorer is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-agent-reliability-scorer have?
- Version information is unavailable for mcp-agent-reliability-scorer: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for mcp-agent-reliability-scorer?
- The source code for mcp-agent-reliability-scorer is hosted at github.com/princeruhulofficial/mcp-agent-reliability-scorer.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.