Protocols & Tool Integration

33 agents tracked · Open-source-first, with limited public GitHub comparators · Ranked by trust score · Updated 2026-07-15 01:30 UTC

HVTracker independently evaluates 33 protocols & tool integration using daily signals from GitHub, package registries, and security databases. The category is open-source-first, with a limited set of public GitHub-hosted proprietary or source-available comparators when they are important ecosystem reference points. Each agent is scored on activity, adoption, transparency, safety, and identity. The top-ranked protocols & tool integration is A2A / Agent2Agent Protocol with a trust score of 88.6/100 (Grade A). Other leading projects include CLI-Anything and Composio.

33
Agents
54
Avg Trust
604.3k
Total Stars
1
Grade A
1
Warnings
# Agent Trust Stars Language
1 A2A / Agent2Agent Protocol A Listed Agent2Agent (A2A) is an open protocol enabling communication and interoperability between opaque agentic applications. 88.6 24.8k Shell
2 CLI-Anything B Listed "CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/ 78.6 45.3k Python
3 Composio B Listed Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you b 75.2 29.2k TypeScript
4 MCP Apps B Listed Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers 73.3 2.6k TypeScript
5 FastMCP (TypeScript) B Listed A TypeScript framework for building MCP servers. 72.4 3.2k TypeScript
6 Chrome DevTools MCP B Listed Chrome DevTools for coding agents 72.2 46.9k TypeScript
7 MCP Inspector B Listed Visual testing tool for MCP servers 71.5 10.4k TypeScript
8 MCP Python SDK B Listed The official Python SDK for Model Context Protocol servers and clients 70.7 23.6k Python
9 MCP TypeScript SDK B Listed The official TypeScript SDK for Model Context Protocol servers and clients 68.4 12.9k TypeScript
10 MCP Registry B Listed A community driven registry service for Model Context Protocol (MCP) servers. 68.0 7.0k Go
11 MCP Specification B Listed Specification and documentation for the Model Context Protocol 67.8 8.6k TypeScript
12 GitHub MCP Server B Listed GitHub's official MCP Server 66.4 31.4k Go
13 Microsoft MCP Catalog B Listed Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool in 66.0 3.5k C#
14 Context7 B Listed Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors 65.0 59.1k TypeScript
15 n8n-MCP C Listed A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you 63.9 22.3k TypeScript
16 Serena C Listed A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent 63.1 26.5k Python
17 Model Context Protocol / MCP C Listed Model Context Protocol Servers 61.9 88.5k TypeScript
18 mcp-use C Listed The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents. 60.5 10.3k TypeScript
19 Figma Context MCP C Listed MCP server to provide Figma layout information to AI coding agents like Cursor 59.9 15.4k TypeScript
20 MCP Go C Listed A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and exte 58.1 8.9k Go
21 Agent Reach C Listed Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongSh 57.2 56.3k Python
22 FastMCP D Listed 🚀 The fast, Pythonic way to build MCP servers and clients. 49.3 26.2k Python
23 mcp-proxy D Listed A bridge between Streamable HTTP and stdio MCP transports 42.1 2.7k Python
24 CrewAI tools D Needs review Extend the capabilities of your CrewAI agents with Tools 41.7 1.5k Python
25 MCP Playwright D Listed Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and M 36.3 5.6k TypeScript
26 MCP Context Forge D Listed An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint wi 25.5 4.1k Python
27 Agent Gateway D Listed Next Generation Agentic Proxy for AI Agents and MCP servers 25.5 3.9k Rust
28 MCP C# SDK D Listed The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft. 24.8 4.4k C#
29 Klavis AI D Listed Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale 21.9 5.8k Python
30 MCP Bundles D Listed Desktop Extensions: One-click local MCP server installation in desktop apps 21.8 2.0k TypeScript
31 mcpo D Listed A simple, secure MCP-to-OpenAPI proxy server 21.1 4.3k Python
32 ACI.dev D Listed ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent throug 20.7 4.8k Python
33 MetaMCP D Listed MCP Aggregator, Orchestrator, Middleware, Gateway in one docker 20.4 2.5k TypeScript