The #mcp leaderboard on RepoRanker surfaces open-source repos tagged mcp on GitHub, ranked by 800+ character peer reviews from GitHub-verified developers — not star counts. Rankings update as reviews accumulate, so a well-maintained mcp project earns higher placement over time regardless of when it launched.
Browse to find mcp projects worth contributing to, or submit your own mcp repo for free peer review. Filter by time period, sort by stars or momentum, or search within this topic.
Tura: 16.7% better performance, 77.5% fewer rounds — a local, open-source coding agent that understands repositories before editing.
> The community handbook for shipping real software with Claude Code.
Capd is a private, native macOS app for capturing the useful things you come
Google search MCP. One MCP replaces search + fetch + academic-paper extractor.
A workflow orchestration platform for multi-agent collaboration.
10xScale Agentflow is a lightweight Python framework for building intelligent agents and orchestrating multi-agent workflows. It's an LLM-agnostic orchestration
Turn your models and MCP tools into AI workflows you can chat with, automate, and call from other apps.
Formula workbooks for Node services and agent tools.
Memory for Claude, Codex, Cursor, and any MCP agent. Free locally or $10/month managed.
Run persistent AI agents across Telegram, Discord, Teams, terminal and desktop—with multiple backends and full MCP tool access.
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Accountable Autonomy: open-source evidence layer for every autonomic action and writes a hash-chained record an auditor verifies offline, without trusting you.
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Centralize and secure MCP servers without worrying about the file-sharing problem.
An end-to-end AI agent platform for building, orchestrating, publishing, and operating AI applications.
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Enverif transforms into a dynamic, Open Claw-inspired sales management platform. Select an @agent, assign a @plugin, @skill, or @workflow AI with handle entire.
a small github pages site that publishes an auto-updating servers.json.
Building Model Context Protocol (MCP) servers is often a "black box" experience. You write the code, but you don't know if the schema is valid, if the latency i
TypeScript/Node.js SDK for AI agent budget governance — enforce cost limits, tool permissions, and multi-tenant policies before execution.
MCP server that gives any MCP-compatible AI agent (Claude Code, Cursor, Windsurf, custom agents) runtime budget, action, and audit authority.
Python SDK for AI agent budget governance — enforce cost limits, tool permissions, and multi-tenant policies before LLM calls or agent actions execute.
Free listing. 800+ character peer reviews from real developers. The leaderboard keeps your repo discoverable long after launch day.
