Data & Search

Universal browser automation MCP server using Playwright. Works with Antigravity, Claude Desktop, and any MCP client.

Versioned memory for AI agents — structured keypaths, conflict detection, and 80% fewer tokens than alternatives.

Naver Finance web crawler with MCP server support - crawl Korean stock market data

Codai Better Database - High-Performance Vector Memory System with HPKV-inspired architecture and MCP server

Autonomous Repository Intelligence engine with web UI and MCP server. Unified semantic code understanding, local RAG, and agent working memory.

SQL Server MCP Server for Antigravity — environment-configured dev debugging & data repair

n8n community node and AI Agent tool for OpenSERP search, image search, extraction, account, and engine status operations.

Official MCP server for Noesis — the markdown notes manager for Claude Code. Search, sync, and manage your .md knowledge base via 19 AI-powered tools.

MCP server for querying multiple databases (MySQL, SQLite, Oracle) with safety controls

Run real MCP clients against your server and diff their rendered tool surface against tools/list. Deterministic — no LLM calls.

Model Context Protocol (MCP) server for Microsoft SQL Server - enterprise-ready schema discovery, profiling, and safe data operations

MCP server for interacting with MySQL databases based on Node

A comprehensive package for searching the web and fetching web content programmatically, through a CLI interface, or through a Model Context Protocol (MCP) server.

29 developer utilities as an MCP server — JSON repair, SQL format, hash, encode/decode, UUID, regex, CSV, subnet calc, diagram generation, git diff parsing, DB schema parsing, JSON schema validation, and more. No API keys. Runs locally.

A Model Context Protocol (MCP) server that exposes OpenAPI endpoints as MCP tools

MCP persistent memory service — let AI assistants remember across sessions. Powered by Qdrant vector search + official embeddings (via OpenAI-compatible relay or Gemini Vertex AI) with Ollama fallback and hybrid retrieval (vector + BM25).

CodeFundi MCP server for codebase mapping and blast-radius analysis.

Let AI read your PostgreSQL database - without letting it write to it. A read-only PostgreSQL MCP server.

AI Memory & Knowledge Management MCP Server — 32 tools, BM25 R@5=95%, hybrid search (RRF), knowledge graph, analytics, cloud sync, Obsidian compatible. Works with Claude Code, Cursor, Gemini CLI, Windsurf, hermes-agent.

Turn Claude Code (or any headless CLI agent) into a local, human-approved customer-acquisition system: ICP interview, market research, SQLite prospect CRM, drafted outreach sequences you approve before anything sends over SMTP. No hosted CRM, no cloud dat