benchmarks mcp servers

9 tagged benchmarks, measured the same way as everything else here.

artificial-analysis

01

davidhariri/artificial-analysis-mcp

MCP server Claude CodeCodexCursor +2

MCP server "artificial-analysis" as configured in davidhariri/artificial-analysis-mcp. Runs dist/index.js with node. Needs 1 environment variable to run.

9 7mo ago A tokens not measured original MIT

sophon

02

lacausecrypto/mcp-sophon

MCP server Claude CodeCodexCursor +2

Honest token economics for MCP agents. 68% tokens saved, zero-ML Rust binary. Runs locally from the mcp-sophon npm package.

6 2mo ago A tokens not measured original MIT

genome

03

NORTHTEKDevs/genome

MCP server Claude CodeCodexCursor +2

DNA-inspired memory layer for AI agents: zero-LLM-call ingestion, retrieval that beats full-context on overflowing histories. Runs locally from the genome-memory Python package.

5 6d ago A tokens not measured original Apache-2.0

llm-advisor

04

Daichi-Kudo/llm-advisor-mcp

MCP server Claude CodeCodexCursor +2

Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources. Runs locally from the llm-advisor-mcp npm package.

2 2mo ago A tokens not measured original MIT

sqlbench

05

rctruta/sql-benchmarks-dagster

MCP server Claude CodeCodexCursor +2

MCP server "sqlbench" as configured in rctruta/sql-benchmarks-dagster. Runs mcp_server.py with python.

2 1mo ago A tokens not measured original Apache-2.0

sqlbenchdag

06

rctruta/sql-benchmarks-dagster

MCP server Claude CodeCodexCursor +2

A reproducible, content-addressed SQL engine benchmarking laboratory. Runs locally from the sqlbenchdag Python package. Needs 2 environment variables to run.

2 1mo ago A tokens not measured original Apache-2.0

toolroute

07

grossiweb/ToolRoute

MCP server Claude CodeCodexCursor

Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions. Runs locally from the @toolroute/sdk npm package.

1 2mo ago A tokens not measured original MIT

or-info

08

jmtrs/or-info

MCP server Claude CodeCodexCursor

CLI + MCP server for OpenRouter models: prices, benchmarks, context and comparisons. Runs locally from the @aggc/or-info npm package.

1 2mo ago A tokens not measured original MIT

agmind-mcp

09

botAGI/agmind-mcp

MCP server Claude CodeCodexCursor +2

MCP server "agmind-mcp" as configured in botAGI/agmind-mcp. Runs locally from the agmind-mcp npm package.

0 11d ago A tokens not measured original Apache-2.0