17630 Model Context Protocol servers — searchable, rated, ready to install.
AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provider failover.
MCP server for biological network construction and analysis using pathway databases
MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
MCP server for Chrome DevTools
Local code search for AI coding agents: hybrid search and SQL aggregation over an in-repo index.
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).
MCP server for Flux AI image generation
MCP server for Microsoft SQL Server — read and data write operations, no DDL
MCP server for SQL Server: schema inspection, safe read-only queries, query plan analysis
MCP server for ByteDance Seedream AI image generation
MCP server for OpenAI Sora AI video generation
45 MCP tools give AI agents live Rails schema, routes, models, and conventions.
Run Playwright tests and surface structured results for AI agents doing test failure analysis.
Build real visual systems in TouchDesigner from plain language with Claude, Cursor or Codex.
Search books and authors, fetch editions, browse subjects, and resolve cover images.
Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data.
Search 14.5M Smithsonian Open Access objects, get CC0 images, find cross-collection connections.
Search foods, compare nutrients, and look up the full USDA FoodData Central database.
Git-versioned markdown memory for AI agents: save, search, compact, lint, and audit.
Automated web QA via Chrome DevTools MCP — a11y, security, visual, env diff, CI; Aegis redaction.
AI-agent verifier: verdict committed before the outcome graded against it; /review, /ledger.
575+ agent tools: data, AI gateway, storage/queues/watchers. x402 USDC, no keys, usage billing.
Checks if AI assistants name a local business. Free shareable report, honest fixes, no guarantees.
BillingServ MCP server for customers, invoices, orders, packages, licenses, and revenue reports.
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