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Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.

A read-only MCP server for Google Search Console that lets you query search performance data, sitemaps, and URL index status from any MCP client.

MCP server for Gaea 2.0 terrain generation tool, providing CLI build automation and graph manipulation of .terrain files.

AgentSeal records every AI agent action in a SHA-256 hash chain where each entry includes the previous hash, making any modification to historical records immediately detectable. The server exposes tools to log actions with reasoning and authorization details, query recorded actions by agent or type, and verify the integrity of the entire chain.

Enables AI assistants to interact with Apache Kafka clusters through AKHQ's REST API. Supports multi-environment configuration, flexible authentication, and comprehensive coverage of topics, consumer groups, schema registry, Kafka Connect, ksqlDB, and ACLs.

Enables AI assistants to manage API keys, check usage, and debug authentication issues for the Holdify API.

Implementação de um servidor MCP para conectar assistentes de IA ao ERP da SWITCH Chile de forma segura. O projeto encapsula regras de negócio e consultas SQL em ferramentas controladas, eliminando a necessidade de execução de SQL arbitrário e permitindo que modelos de IA consumam informações financeiras e operacionais de maneira padronizada.

MCP server that evaluates engineering budget Excel workbooks against PER budgets, QS estimates, and historical unit rates, producing structured reports with approval recommendations and enabling follow-up Q&A via AI.

California Codes — the text of California statutes, by citation.

This MCP server provides AI assistants with access to Edinburgh Festival event and venue data through the Edinburgh Festival API, built by Richard C. Adams using Python with FastMCP, requests, and HMAC signature authentication. The implementation offers two core tools for searching festival events with filtering by date, genre, venue, artist, and text description, and searching venues by festival type, postcode, and name, with built-in support for demo mode to handle restricted access to current year Fringe data and automatic API signature generation for secure requests. Built with comprehensive test coverage using pytest and responses mocking, environment-based configuration for API credentials, and error logging capabilities, it serves event planners needing conversational access to historical and current Edinburgh Festival data, researchers analyzing festival trends across multiple years and venues, and developers building festival-related applications who want AI-assisted access to comprehensive event information without direct API integration.

Enables querying SEFAZ SP for negative debt certificates (Certidão Negativa de Débitos) directly from official sources. This read-only, hosted MCP server offers a single consultation tool that works with any MCP-compatible client.

Config-driven MCP server for cross-domain full-text search across agent session logs, meeting transcripts, and notification files.

APEX MCP server: 160+ tools. Free X1 and Arc faucets, token exit checks on seven chains, Arc rug checks, token prices and price impact, launches and yield, ERC-8004 agent passports, a real browser for your agent. Pay per call with x402.

Enables AI agents to interact with a persistent MySQL database through the Model Context Protocol, with automatic provisioning of a free TiDB Cloud Zero instance requiring no signup or configuration.

Generate Pixel Art and Tilemap/Tileset

Enables AI agents to explore, search, and reference code implementation details across different project repositories. It also supports a task delegation protocol for agents to request and track work between separate codebases.

Enables LLMs to create, read, and append notes in Apple Notes through AppleScript, with append-only operations restricted to a single folder for safety.

Enables AI coding agents to send structured Telegram notifications for events like questions, plan_ready, final, attention_needed, and error.

NASA ADS — the Astrophysics Data System, api.adsabs.harvard.edu.

Buy products for your user: post intent, get ranked cross-source matches, constraints enforced.