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Search and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts.

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Status
Unhealthy
Uptime
0.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP
URL
Repository
agent-gigmole/agentoolrank-mcp
GitHub Stars
0
Server Listing
AgentoolRank MCP server
ChatGPT
–
Claude
–

TDQS

A4/5.0

Scored across 9 tools

Disambiguation5/5

Each tool targets a distinct action within either the tool-directory or launch-directory workflow, and overlapping-seeming tools are explicitly disambiguated. For example, get_submission_status vs. my_progress and next_directory vs. recommend_directories include direct 'Not for...' guidance. An agent can reliably select the correct tool.

Naming Consistency4/5

All names use snake_case, which is consistent. However, my_progress and next_directory deviate from the otherwise predictable verb_noun pattern seen in get_tool, search_tools, submit_tool, etc. The deviations are minor and still readable.

Tool Count5/5

Nine tools is well-scoped for a server covering two related workflows: AI tool directory lookup/submission and launch-directory progression. Each tool has a clear role, and there is no obvious redundant or missing surface area.

Completeness4/5

The core lifecycle is covered: search/get/alternatives for tools, submit_tool plus get_submission_status for listing, and recommend/next/report/my_progress for launch directories. Minor gaps exist, such as no update or delete operations for tool listings, but these are workarounds rather than critical omissions.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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