Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

A memory layer for AI Agents

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

The filesystem for AI agents

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG.

Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Mac/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes Agent, OpenClaw, or connect to your favorite API provider.

The engine powering hundreds of thousands of MCP connections 🤖 🔥

An MCP ( Model Context Protocol ) Server for Grafana Loki

MCP Server connecting to Perplexity Comet browser

A simple MCP server for the SO-ARM100 control

Real-time Slack ingest and MCP server to power your agentic Slack bots

🔒 MCP gateway with a built-in skill library.

An MCP server to query any Postgres database in natural language.

A Serper MCP Server

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive

rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7

An MCP server that lets LLM agents play Civilization VI.

Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools into 2 tools (~1,000 tokens)

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

A headless browser for AI agents that fetches modern web pages, runs JavaScript, manages sessions, and returns token-efficient Markdown.

Nia is a context-augmentation layer for agents, primarily designed for coding agents. It provides them with an up-to-date knowledge base and improves their performance by 27%.