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Optional EvalPort export for benchmark results (task.py / evaluator.py / runner.py)

Status: Open.

#74 In SalesforceAIResearch/MCP-Universe;

· adhabnr-ux opened on Aug 25, 2026

Proposal: Financial-Analysis task over a live remote MCP server (equity-comp ISO/AMT optimizer)

Status: Open.

#71 In SalesforceAIResearch/MCP-Universe;

· AlvisoOculus opened on Jun 22, 2026

New benchmarking engine

Status: Open.

#65 In SalesforceAIResearch/MCP-Universe;

· voorhs opened on Apr 21, 2026

Question: create_object scale behavior of BlenderMCPServer — possible mismatch with evaluation checks?

Status: Open.

#61 In SalesforceAIResearch/MCP-Universe;

· Mizersy opened on Mar 30, 2026

Missing Fully Async Mode in RL Integration

Status: Open.

#57 In SalesforceAIResearch/MCP-Universe;

· StevenShi-23 opened on Mar 23, 2026

Reproducibility - request for model outputs of MCP-Universe leaderboard

Status: Open.

#53 In SalesforceAIResearch/MCP-Universe;

· being-agentic opened on Feb 23, 2026

MCP universe tests are failing with latest claude-opus and claude-sonet model fails with 'temperature and top_p cannot both be specified' error

Status: Open.

#49 In SalesforceAIResearch/MCP-Universe;

· santoshborse opened on Jan 26, 2026

Inquire about the version number of mcp-server used when publishing the paper.

Status: Open.

#48 In SalesforceAIResearch/MCP-Universe;

· xiaozimu-code opened on Jan 21, 2026

request help in reproducing the results

Status: Open.

#46 In SalesforceAIResearch/MCP-Universe;

· Raibows opened on Jan 14, 2026

Cannot reproduce leaderboard score for gpt-oss-120B (OpenRouter, function-call)

Status: Open.

#45 In SalesforceAIResearch/MCP-Universe;

· eliumusk opened on Jan 5, 2026

can't use yfinance mcp-server

Status: Open.

#44 In SalesforceAIResearch/MCP-Universe;

· heshan23 opened on Dec 30, 2025

Questions about fraction calculation methods

Status: Open.

#41 In SalesforceAIResearch/MCP-Universe;

· MrZhang1996 opened on Dec 30, 2025