Data & Search

220 browser automation tools for Chrome, Edge, and Firefox via CDP + BiDi. 100% Python.

Real-time water temperature and tides for 8,000+ locations, by name or lat/long coordinates.

Memory that federates. Local persistence + semantic search. Quality answers auto-promote to the WARF network.

MCP server for vector search with Qdrant and Ollama embeddings

MCP server for graph database operations with FalkorDB

Generate MCP servers instantly from any OpenAPI, GraphQL, codebase, CLI or website

Stdio MCP server for stealthy headless Chrome via voidcrawl — expose the voidcrawl Chrome pool to Claude Code

98 MCP tools for verifiable AI: citations, law, KYB, peer review, forecast, media provenance.

A local MCP server for VIT students to sync and access VTOP data with Claude.

Skill-Orchestrated Context Intelligence Engine for AI coding agents

VikingDB Multi-modal Search MCP Server using FastMCP

MCP server for decoding VINs and querying vehicle data from a curated NHTSA vPIC SQLite database

Secure read-only MySQL MCP server with query impact analysis

Local video and animated-GIF RAG for MCP-compatible coding agents

VIBE-X AI Code Quality & Team Collaboration MCP Server

MCP server exposing the Vibedasher data engine (datasets, query, viz) to a customer's AI.

Production-ready MCP server for Vertica—secure tools, row streaming, pagination, and system metrics for LLM agents (Claude, Cursor, VS Code).

Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

MCP server for the Verbatim platform — collection-aware paper search and RAG