Pithelo

Five agent repos gaining momentum. Every one measured.

Warming up: ranked by stars per day since creation.

Short candidate pool today: 5 of 5 picks were filled with relaxed rules (5 by star gains since the last snapshot).

Rank 1

ruvnet/ruflo

Ruflo is an agent meta-harness for Claude Code and Codex that wraps them with 100+ specialized agents, coordinated swarms, persistent memory, federation across machines, and security guardrails. It installs as a Claude Code plugin or via npx, exposes an MCP server for other clients, and includes a console and an optional terminal UI.

Developers building multi-agent workflows on Claude Code or Codex who want swarm coordination, cross-session memory, and an MCP-accessible toolset in one package should look at it.

  • ★ 76,155
  • MIT
  • README ≈ 14,056 tokens to load into context

AI-written summary

Score66.2
Rank 2

vectorize-io/hindsight

Hindsight is an open-source agent memory system that runs as a server (Docker, pip, or Helm) with Python and TypeScript clients, retaining, recalling, and reflecting on stored information so agents learn over time rather than just replaying conversation history. It works with 25+ LLM providers, stores data in PostgreSQL or Oracle, and offers an LLM wrapper, integrations, and an MCP server.

Developers building agents that need long-term memory beyond RAG or knowledge graphs can look at it, especially given its reported LongMemEval results and the live benchmarks it publishes.

  • ★ 50,927
  • MIT
  • README ≈ 10,046 tokens to load into context

AI-written summary

Score63.9
Rank 3

Graphify-Labs/graphify

Graphify is a /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI that maps a codebase and its docs, SQL schemas, configs, PDFs, images, and video into a queryable knowledge graph. Code is parsed locally with tree-sitter AST (deterministic, no LLM), and each edge is tagged EXTRACTED or INFERRED, with no embeddings or vector store.

Developers building coding agents or using AI assistants on large repos can look at it as a graph-traversal alternative to grepping files or vector retrieval.

  • ★ 127,875
  • Apache-2.0
  • README ≈ 13,939 tokens to load into context

AI-written summary

Score63.6
Rank 4

paperclipai/paperclip

Paperclip is an open-source Node.js server and React UI for orchestrating teams of AI agents, where you assign goals, set per-agent models and harnesses, and track tasks, budgets, permissions, and history from one dashboard. It works with agents such as OpenClaw, Claude Code, Codex, Cursor, and Gemini CLI, and can be extended through custom processes, HTTP endpoints, or external adapter packages.

Developers running several different coding or task agents who want a single place to coordinate them with org structure, budgets, and governance should look at it.

  • ★ 103,732
  • MIT
  • README ≈ 13,523 tokens to load into context

AI-written summary

Score63.0
Rank 5

NousResearch/hermes-agent

The agent that grows with you

  • ★ 254,735
  • MIT
  • README ≈ 6,357 tokens to load into context

AI-written summary

Score57.0