MCP Toolbox for Databases is an open source MCP server for databases.

An MCP server that lets LLM agents play Civilization VI.

Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.

Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write production-level Postgres code.

MCP server for real-time world news — free, no API key required

MaverickMCP - Personal Stock Analysis MCP Server

Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.

💼 One MCP server to search job boards and company career sites

MCP server that lets your AI assistant remember everything about your home.

An MCP Server that works with Roo Code/Cline.Bot/Claude Desktop to optimize costs by intelligently routing coding tasks between local LLMs free APIs and paid APIs.

Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for Claude, Copilot & more.

Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs.

Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

An MCP server for parallel browser automation by AI agents with multiple cloud providers

Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync

Zero-configuration MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent auto-discovery and standardized interface

MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.

Eclipse IDE as an MCP Server for AI Agents

Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

AAI Gateway — Install MCP servers and skills once, share across all your AI agents. One-time setup, 90% less context overhead. The unified gateway for AI agent tooling.

Browser automation MCP server for Claude, powered by Puppeteer.