MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
☆504Oct 7, 2025Updated 11 months ago
Alternatives and similar repositories for mcp-bench
Users that are interested in mcp-bench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MCP-Universe is a comprehensive framework designed for RL training, benchmarking, and developing AI agents for general tool-use.☆599Jun 23, 2026Updated 2 months ago
- LiveMCPBench is a benchmark for evaluating the ability of agents to navigate and utilize a large-scale MCP toolset. It provides a compreh…☆104Dec 18, 2025Updated 8 months ago
- Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol☆370Aug 27, 2025Updated last year
- The evaluation benchmark on MCP servers☆251Sep 3, 2025Updated last year
- MCPToolBench++ MCP Model Context Protocol Tool Use Benchmark on AI Agent and Model Tool Use Ability☆44Mar 17, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.☆461Jun 12, 2026Updated 2 months ago
- On the Theoretical Limitations of Embedding-Based Retrieval☆666Sep 15, 2025Updated 11 months ago
- MCP Atlas☆151Updated this week
- LangGraph template for a simple ReAct agent, with MCP tools support and robust test suites.☆562Sep 28, 2025Updated 11 months ago
- Reached #13 on Stanford's Terminal Bench leaderboard. Orchestrator, explorer & coder agents working together with intelligent context sha…☆1,445Nov 3, 2025Updated 10 months ago
- ☆37Jan 16, 2026Updated 7 months ago
- ☆25Dec 18, 2025Updated 8 months ago
- ComfyDeployed☆456Sep 19, 2025Updated 11 months ago
- A simple yet powerful agent framework that delivers with open-source models☆4,609Mar 21, 2026Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR 2026] 🔥🔥 Official Repo of USO: Unified Style and Subject-Driven Generation via Disentangled and Reward Learning☆1,236Sep 12, 2025Updated 11 months ago
- Official repo for "ProSec: Fortifying Code LLMs with Proactive Security Alignment"☆19Feb 26, 2026Updated 6 months ago
- gcloud MCP server☆902Updated this week
- AI Agent Builder and Runtime by Docker Engineering☆3,311Updated this week
- ☆56Aug 24, 2026Updated 2 weeks ago
- [ICLR 2026] The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution☆479Aug 18, 2026Updated 2 weeks ago
- MCP-based Agent Deep Evaluation System☆156Jun 2, 2026Updated 3 months ago
- [ICLR 2026] End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆405Mar 30, 2026Updated 5 months ago
- ☆49Sep 13, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implement a reasoning LLM in PyTorch from scratch, step by step☆5,160Updated this week
- LIMI: Less is More for Agency☆162Oct 14, 2025Updated 10 months ago
- One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation t…☆543Jun 30, 2026Updated 2 months ago
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆240Apr 15, 2025Updated last year
- Official repo of Toucan: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments☆267Dec 16, 2025Updated 8 months ago
- ☆892Sep 15, 2025Updated 11 months ago
- 🔥 Visual workflow builder for AI agents powered by Firecrawl - drag-and-drop web scraping pipelines with real-time execution☆2,624Oct 20, 2025Updated 10 months ago
- [NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2☆152Apr 20, 2026Updated 4 months ago
- The code for paper "EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning"☆40Jul 13, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆805Jun 2, 2026Updated 3 months ago
- Checkpoint-engine is a simple middleware to update model weights in LLM inference engines☆1,005Updated this week
- A programmable Mixture-of-Models router for heterogeneous LLM inference☆5,614Updated this week
- τ-Bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains☆1,958Updated this week
- ☆16Feb 26, 2025Updated last year
- Official Python toolkit for the Qwen3-ASR API. Parallel high‑throughput calls, robust long‑audio transcription, multi‑sample‑rate support…☆1,003Feb 5, 2026Updated 7 months ago
- 한국어 벤치마크 평가 코드 통합본(?)☆21Nov 15, 2024Updated last year