MCP server Claude CodeCodexCursor +2
MCP server "codebase-memory-mcp" as configured in suyoumo/ClawProBench. Launched with codebase-memory-mcp.
40 tagged benchmark, measured the same way as everything else here.
Browse within: agentic-browser 7browser-automation 7
MCP server Claude CodeCodexCursor +2
MCP server "codebase-memory-mcp" as configured in suyoumo/ClawProBench. Launched with codebase-memory-mcp.
MCP server Claude CodeCodexCursor +2
MCP server "unreal-mcp", hosted remotely at 127.0.0.1, as configured in ukanwat/aaabench.
MCP server Claude CodeCodexCursor +2
MCP server "CodSpeed", hosted remotely at mcp.codspeed.io, as configured in CodSpeedHQ/codspeed.
MCP server Claude CodeCodexCursor +2
MCP server "spmind" as configured in tomtommyyuan/spmind. Runs spmind.mcp_stdio with python.
MCP server Claude CodeCodexCursor +2
MCP server "malicious" as configured in AIS2Lab/MCPSecBench. Launched with uv --directory /usr/games/mcp/MCPSecCode/mcpbench run maliciousadd.py.
MCP server Claude CodeCodexCursor +2
MCP server "compute" as configured in AIS2Lab/MCPSecBench. Launched with uv --directory /usr/games/mcp/MCPSecCode/mcpbench run addserver.py.
MCP server Claude CodeCodexCursor +2
MCP server "cve", hosted remotely at 127.0.0.1, as configured in AIS2Lab/MCPSecBench.
MCP server Claude CodeCodexCursor +2
MCP server "folio", hosted remotely at 127.0.0.1, as configured in jfrog/agent-belt.
MCP server Claude CodeCodexCursor +2
Intent-preserving deterministic CAD pipeline for editable, validated CadQuery models. Runs locally from the intentforge Python package.
MCP server Claude CodeCodexCursor +2
Live, neutral benchmarks for public RPC latency, oracles, bridges, perp DEX, and prediction markets. Remote server at openchainbench.com.
MCP server Claude CodeCodexCursor +2
MCP server for MetriLLM — benchmark local LLMs from any AI coding assistant. Runs locally from the metrillm-mcp npm package.
MCP server Claude CodeCodexCursor +2
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client. Runs locally from the metrillm-mcp npm package.
MCP server Claude CodeCodexCursor +2
MCP server that exercises all the features of the MCP protocol. Runs locally from the @modelcontextprotocol/server-everything npm package.
MCP server Claude CodeCodexCursor +2
The MCP documentation itself, served as an MCP server: lets the agent search the protocol spec and guides. Remote server at modelcontextprotocol.io.
MCP server Claude CodeCodexCursor +2
MCP server "agora-memory-toolkit" as configured in DanceNitra/agora. Runs locally from the agora-memory-toolkit Python package.
pleasedodisturb/web-agent-comparison
MCP server Claude CodeCodexCursor +2
MCP server "playwright" as configured in pleasedodisturb/web-agent-comparison. Launched with playwright-mcp.
pleasedodisturb/web-agent-comparison
MCP server Claude CodeCodexCursor +2
MCP server "browser-use" as configured in pleasedodisturb/web-agent-comparison. Launched with browser-use --mcp.
pleasedodisturb/web-agent-comparison
MCP server Claude CodeCodexCursor +2
MCP server "lightpanda" as configured in pleasedodisturb/web-agent-comparison. Launched with lightpanda mcp.
MCP server Claude CodeCodexCursor +2
MCP server "codex" as configured in SSC-STUDIO/Ai-Model-Gateway. Launched with codex mcp-server. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor
Measured latency, time to first token and uptime for 45 AI inference APIs, by region. Remote server at llmlatency.dev.
MCP server Claude CodeCodexCursor
Independent, reproducible benchmark harness for agent-memory backends (MemPalace, Mem0, Zep/Graphiti, OpenViking): runs LongMemEval, LoCoMo, contradiction-detection, and a dozen other evals against all four and publishes the raw logs, not vendor-curated numbers. Runs locally from the memtrust-cli Python package.
MCP server Claude CodeCodexCursor
Context optimization middleware for LLM agents — a dynamic tool registry, result masking, token budgeting and smart compaction, so a long session stays inside its window instead of failing for length. Runs locally from the @munhq/distil npm package.
AiAgentKarl/llm-benchmark-mcp-server
MCP server Claude CodeCodexCursor
MCP Server for LLM comparison, benchmarks, and pricing — find the best model for any task. Runs locally from the llm-benchmark-mcp-server Python package.
sudo-ai-git/mcp-benchmark-hygiene
MCP server Claude CodeCodexCursor
MCP server detecting pytest config-leakage that corrupts agent-benchmark grading (deterministic, no-LLM). Runs locally from the mcp-benchmark-hygiene Python package.