Enables LLM agents to safely query educational administration databases through read-only MCP tools, enforcing SQL whitelisting, automatic LIMIT caps, parameterized queries, timeouts, token authentication, and audit logging.

Enables reading and searching emails in Microsoft Outlook classic on Windows via COM, with tools for listing folders, searching mail, reading messages and threads, and extracting attachments.

Enables DNA sequence analysis and variant effect prediction using Evo2-7B via MCP tools, providing forward inference, likelihood scoring, and batch variant comparison through natural language.

Provides MCP tools to retrieve and analyze wellness metrics such as activity, blood pressure, glucose, heart rate, sleep, and SpO2 from the Sapphire Wellness App.

Enables AI agents to analyze an SQLite e-commerce database via secure read-only SQL queries, providing tools for table inspection and analytical requests.

Provides MCP tools for hybrid knowledge base search, grounded Q&A with citations, agent execution, and ticket/account lookups.

Provides four MCP tools for neural retrieval: personalized user recommendations, item-to-item similarity, cold-start text search, and explainable recommendation scores, enabling LLM agents to query a trained two-tower recommender over Amazon Reviews data.

A middleware to provide an openAI compatible endpoint that can call MCP tools

WordPress MCP server + companion plugin giving AI native access to page builder content, not just the REST API. 214 tools, 319 with WooCommerce, 17 page builders and the Site Editor. Element-level edits, full page creation, HTML to builder conversion, sna

Enables AI agents to auto-load a persistent skill library at session start, and provides proxy tools for MiniMax vision and web search that work around broken MCP stdio transports.

run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.

Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights.

AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search

Federal environmental records + address due-diligence layers near any US location. Tools

Your product team's shared strategic memory — an MCP server your AI tools reason over.

Agent-native travel platform: read-only flight, hotel, and brand tools over MCP. OAuth sign-in.

AI story development, screenplay editing, review, media, and export tools for BeatBandit projects.

Blast Radius tools for AI strategy, diligence, and market updates.

Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: hi@byteray.ai

Run 70+ AI models and 50+ tools on CNAPS Studio in natural language — Claude, n8n, or Zapier.

HAPI MCP server: Dynamically exposes OpenAPI REST APIs as MCP tools for AI assistants

Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools over HTTP.

246 tools to run sales, marketing & hiring: CRM, leads, AI calling, content, recruiting & SEO.

Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.