Keycloak Mcp Server

CodeGraphX (CGX) is a local, token-efficient codebase graph engine for AI coding agents and human developers. It parses your source with Tree-sitter, stores a bi-temporal semantic graph in SQLite, and serves it over a CLI and an MCP server — so an agent can ask "what breaks if I change this function?" and get an exact answer in a few hundred tokens instead of reading 50 files.

BlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

Practitioner-verified hypnobirthing & matrescence content for AI agents (English + Hungarian): Q&A, guided technique scripts, affirmations, week-by-week pregnancy guidance, maternity-system facts (NL/HU), plus guides and audio. Reviewed by certified practitioner Julia Farkas. Pay-per-call via x402 (USDC).

Institutional-grade quant toolkit for prediction-market trading on Kalshi and Polymarket, exposed as an MCP server over Streamable HTTP. Ten tools: expected value, Kelly position sizing, Bayesian updating, probability/odds conversion, base-rate gaps, combo edge, cross-platform arbitrage, market pulse, commodity edge, and KL-divergence mispricing detection. Six free calculators need no key; Pro data tools use a PredictionMarketsPicks API key. Connect from Claude, ChatGPT, Gemini, Cursor, or Copilot at https://predictionmarketspicks.com/api/mcp/mcp

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

Unified AI API marketplace with 200+ endpoints. LLMs, image, video, audio, embeddings, MCP tools. Pay-per-use via x402 USDC payments.

Web content fetching and conversion for efficient LLM usage

An MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

Repository management, file operations, and GitHub API integration

Model Context Protocol server that orchestrates SignWell's e-signature workflows — create, send, track, and manage documents and templates.

AI-calibrated document to Markdown converter. Get your free API key at docpurify.com/mcp. Supports PDF, Office docs, images with structure-aware extraction, AI calibration, table preservation, and smart cleanup.

CodeRadius exposes a static architectural knowledge graph of your polyglot codebase (services, APIs, message queues, databases) through 10 MCP tools, so any MCP agent can query data contracts, downstream consumers, and cross-repo change impact before writing code. Built on tree-sitter AST parsing and taint analysis, runs local-first with Memgraph, no telemetry.

MCP server for querying current real weather by city using Open-Meteo. It exposes a get_weather tool and does not require an API key.

GBOX provides environments for AI Agents to operate computer and mobile devices. Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation). Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation). MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.

OneHaus connects your home to your AI assistant over the Model Context Protocol. Once installed, any MCP-compatible client can manage everything your household runs on, no app-switching required. What it does: - Tasks & chores — create, assign, complete and schedule recurring tasks across household members - Shopping lists — add, buy and manage items, batch-add whole lists - Meals & recipes — build recipes, plan weekly meal plans, pull from a global recipe library - Calendar — create one-off and recurring events for the whole house - Home inventory — track pets, vehicles, appliances, subscriptions, documents and contacts - Smart context — weather forecasts, a house review/summary, and persistent memory so your assistant remembers your household over time All actions run against your live Haus household, resolved automatically from your authenticated session. Requires paid subscription to OneHaus. For more information, see https://onehaus.app

Search software platform documentation powered by Ferris AI. This plugin provides semantic search across indexed platform docs directly from your AI assistant or coding agent. What It Does Gives your AI agent access to search_software_context — a tool that searches curated software platform documentation using semantic memory (Hindsight). Unlike generic web search, results come from structured, pre-indexed documentation with multi-strategy retrieval (semantic, keyword, graph, temporal).

summarize chat message

An MCP server implementation that provides a tool for dynamic and reflective problem-solving through a structured thinking process.

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

The Milvus MCP server enables AI applications to interact with Milvus vector databases using natural language commands. It allows AI models to perform vector searches, manage collections, and retrieve data without writing custom database queries. This integration facilitates seamless access to vector data, enhancing the capabilities of AI tools like Claude Desktop and Cursor.

An MCP (Model Context Protocol) server that gives AI agents paid access to Solana DeFi risk intelligence — rug/honeypot scans, deep liquidity-pool analysis, and a wash-trade-filtered "real best pools" ranking. Each paid call settles an x402 micropayment in USDC (on Solana or Base) automatically, using a wallet you configure. A call is charged only on success — malformed input is rejected for free. It talks to the hosted Solana DeFi Intelligence API (https://soldefi.thomenz.me by default). This package is a thin payment-client bridge; the intelligence runs server-side.

Channel management and messaging capabilities

Score and screen 40,000+ global stocks on real fundamentals — quality, value, growth — right inside your AI. Returns real ranked names with quality scores from live data (no made-up tickers), builds custom scoring systems, and mints shareable screener links.

<a href="https://modelrunner.ai">ModelRunner</a> is a hosted remote MCP server that lets AI assistants like Claude and Cursor run 100+ AI models — text-to-image, image-to-image, text-to-video, image-to-video, video-to-video, music generation, speech-to-text, and image-to-3D, including Kling, HiDream, Hunyuan Image, Stable Audio, and Rodin. One connection exposes every model as a callable tool: search the catalog, inspect a model's input schema, run inference with run_model, and get results back as hosted URLs directly in the conversation. Unlike single-vendor MCP servers, ModelRunner aggregates models from multiple providers behind one endpoint and one billing account — pay-per-use credits, no subscription. Authorization is OAuth 2.1: your assistant opens a browser window once; no API key is ever pasted into a config file. Beyond inference, the server can upload local files for use as model inputs and author reusable "wrappers" — simplified, purpose-built interfaces over base models. Endpoint: https://mcp.modelrunner.run/mcp (Streamable HTTP; registry name ai.modelrunner/mcp) Setup and full tool reference: <a href="https://modelrunner.ai/mcp">ModelRunner MCP setup guide</a> · <a href="https://github.com/modelrunner/modelrunner-mcp">GitHub</a>

Read-only database access with schema inspection

Create a remote sandbox that can execute code/run commands/upload and download files. 创建远程沙盒，可以执行代码/运行命令/上传下载文件

Official MCP server for the Site-Shot website screenshot API. Tools: capture_screenshot, capture_full_page. Real Chromium rendering, full-page capture up to 20,000 px, country proxies, and automatic ad & cookie-banner removal enabled by default — cleaner images, fewer vision tokens. Install: npx -y site-shot-mcp (requires SITESHOT_API_KEY). Test output first with the free, no-signup browser tool at site-shot.com.

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