Alternatives and similar repositories for MCP-Universe

Users that are interested in MCP-Universe are comparing it to the libraries listed below

• Accenture / mcp-bench
  MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
  ☆360Updated 3 weeks ago
• Leezekun / MassGen
  🚀 MassGen: An Open-Source Multi-Agent Scaling System for Collaborative AI with the Goal of Continuous Self-Improvement. Featuring parall…
  ☆572Updated this week
• SafeRL-Lab / agentic-web
  Agentic Web: Weaving the Next Web with AI Agents.
  ☆377Updated 3 weeks ago
• zhengkid / Parallel-R1
  The offical repo for "Parallel-R1: Towards Parallel Thinking via Reinforcement Learning"
  ☆229Updated last week
• Coral-Protocol / Anemoi
  Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol
  ☆366Updated 2 months ago
• evalops / cognitive-dissonance-dspy
  A multi-agent LLM system for detecting and resolving cognitive dissonance.
  ☆268Updated 2 weeks ago
• NVlabs / UniversalDeepResearch
  Code to accompany the Universal Deep Research paper (https://arxiv.org/abs/2509.00244)
  ☆445Updated 2 months ago
• CaviraOSS / OpenMemory
  Add long-term memory to any AI in minutes. Self-hosted, open, and framework-free.
  ☆496Updated this week
• Chengsong-Huang / R-Zero
  codes for R-Zero: Self-Evolving Reasoning LLM from Zero Data (https://www.arxiv.org/pdf/2508.05004)
  ☆656Updated 3 weeks ago
• FareedKhan-dev / all-agentic-architectures
  Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development.
  ☆229Updated last month
• WooooDyy / AgentGym-RL
  Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcemen…
  ☆460Updated last month
• qualifire-dev / rogue
  Agents testing framework made easy
  ☆292Updated last week
• google / lmeval
  ☆232Updated 3 months ago
• SakanaAI / treequest
  A Tree Search Library with Flexible API for LLM Inference-Time Scaling
  ☆479Updated last week
• SalesforceAIResearch / promptomatix
  An Automatic Prompt Optimization Framework for Large Language Models
  ☆130Updated 2 months ago
• facebookresearch / cwm
  Research code artifacts for Code World Model (CWM) including inference tools, reproducibility, and documentation.
  ☆682Updated last month
• safety-research / petri
  An alignment auditing agent capable of quickly exploring alignment hypothesis
  ☆626Updated this week
• LHRLAB / Graph-R1
  Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning
  ☆422Updated last month
• google-deepmind / limit
  On the Theoretical Limitations of Embedding-Based Retrieval
  ☆584Updated last month
• rungalileo / agent-leaderboard
  Ranking LLMs on agentic tasks
  ☆196Updated last month
• Coral-Protocol / coral-server
  Open collaboration infrastructure that enables communication, coordination, trust and payments for The Internet of Agents.
  ☆194Updated last week
• GAIR-NLP / LIMI
  LIMI: Less is More for Agency
  ☆141Updated 2 weeks ago
• microsoft / debug-gym
  A Text-Based Environment for Interactive Debugging
  ☆275Updated this week
• microsoft / mcp-interviewer
  Catch MCP server issues before your agents do.
  ☆125Updated this week
• langchain-ai / deep_research_from_scratch
  ☆556Updated last week
• LLMSELECTOR / LLMSELECTOR
  ☆79Updated last month
• camel-ai / loong
  🐉 Loong: Synthesize Long CoTs at Scale through Verifiers.
  ☆451Updated last month
• huggingface / smol2operator
  ☆112Updated last month
• darinkishore / codex_dspy
  DSPy module for OpenAI Codex SDK - signature-driven agentic workflows
  ☆124Updated this week
• huggingface / gpt-oss-recipes
  Collection of scripts and notebooks for OpenAI's latest GPT OSS models
  ☆463Updated 2 months ago