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Provides Claude agents with CRM contact lookup, action logging, and prompt cost auditing tools. Includes a Streamlit UI to demo the same tools without an MCP client.

Query real-time and historical financial data across equities and crypto—prices, market moves, metrics, and trends.

Enables billing automation via natural language by creating a Composio MCP server that connects to Gmail, Google Sheets, Xero, and more for invoice generation, expense tracking, and payment processing.

This MCP server verifies that an agent’s claimed tool output matches the actual response returned by a tool to prevent invented or distorted results. It flags mismatches, omissions, and invented fields to ensure downstream logic only processes verified tool data.

Integrates with Claude to enable intelligent querying of documentation data, transforming crawled technical documentation into an actionable resource that LLMs can directly interact with.

A Node.js server that provides advanced video and image processing capabilities through the Model Context Protocol, enabling operations like conversion, compression, editing, and effects application.

Track average brand and product visibility metrics across LLM searches

Delivers macroeconomic intelligence powered by FRED (Federal Reserve Economic Data) and ECB sources. Provides tools for tracking Fed rates, inflation metrics, yield curve analysis, labor market indicators, GDP growth data, housing statistics, and a comprehensive macro dashboard. Part of the ToolOracle suite of MCP-native intelligence tools.

Remote MCP server for searching and aggregating Japan's administrative procedures survey data, powered by Cloudflare Workers and D1.

An MCP server built with FastMCP that currently provides a simple mathematical addition tool. It includes environment configurations for GitHub repository integration, suggesting future functionality for managing or uploading content.

Search, book, and manage scientific research equipment across 500+ STEM core facilities.

Enables search, reading, and posting to Bluesky from any MCP client; features 11 tools (5 read, 6 write) with gated writes requiring explicit confirmation to prevent accidental publishing.

Enables LLMs to read, write, and manage Apple Notes directly via markdown, including listing, fetching, creating, and appending notes.

Provides Claude with expert knowledge on MonadicSharp's Railway-Oriented Programming patterns and a tool to generate idiomatic code snippets.

Exposes a doctor-reviewed medical catalog of blood-test markers, clinical conditions, and patient symptoms as MCP tools in English, Russian, and Hebrew, supporting both anonymous queries and authenticated patient data analysis.

Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, fundamental data, and market information retrieval.

MCP server for interacting with Odoo/ODX resources via ODXProxy, enabling programmatic access for MCP-compatible clients.

AI image generation from text prompts via Gemini. x402 micropayment.

MCP server enabling AI agents to access provincial malaria surveillance and outbreak forecasts for Angola, with guardrails to ensure safe and validated outputs.

Spatial memory for AI agents. Query what agents observed at any location on Earth. 12 global anchors, provenance-labeled observations, MCP server included. Zero API key required.