MCP Server Directory

Semantic tool discovery system using vector search to dynamically expose relevant tools from multiple MCP servers.

Provides loan and credit management system access through Spring Boot application with H2 database, enabling financial institutions to perform credit assessments, loan processing, customer relationship management, and automated lending decisions.

Integrates with Poly.Pizza's library of 10,500+ low-poly 3D models to automatically download, import, and configure assets directly into Unity projects.

Exposes data from the ThemeParks.wiki API as tools.

Integrates with Confluence Data Center to enable direct access to content through operations like searching, retrieving, creating, updating, and deleting pages without switching contexts.

Connects AI models to Sandbox Fusion environments for testing, training, and demonstrating agent interactions with simulated worlds

Integrates with esa.io knowledge management platform to enable searching, reading, creating, updating, and deleting posts and comments with support for advanced query parameters and content management features.

Tracks real-time market data for major crypto-related stocks like Coinbase and MicroStrategy using yfinance, providing tools to list crypto-adjacent equities, fetch current prices with timestamps, and retrieve historical price data for traditional equity analysis of the blockchain sector.

Provides a lightweight blockchain interaction toolkit for Hedera network operations, enabling developers to create wallets, check balances, build transactions, and send signed transactions with minimal overhead.

Wraps the Horizon news pipeline for AI-driven aggregation, scoring, filtering, enrichment, and multilingual summarization of tech news from RSS feeds and search engines.

Provides background removal capabilities using the rembg library with 20+ specialized models including U2Net, BiRefNet, and SAM variants for portraits, anime, clothing, and general objects, supporting single image processing and batch folder operations with configurable alpha matting and mask-only output options.

Provides security analysis for Solana Anchor programs by exposing tools that check smart contracts against Fender security vulnerabilities directly within development environments.

Bridges to Payman AI's payment processing API, enabling creation of payees, search functionality, payment sending, and balance checking through natural language commands.

Integrates with AWS Cost Explorer through OAuth 2.0 authentication to provide cost analysis, usage forecasting, dimension discovery, and cost comparison capabilities for financial analysis and cloud cost optimization workflows.

Enables AI to perform web searches with customizable parameters including freshness filters, domain controls, and result summarization for retrieving up-to-date information from the internet.

Generates images from text prompts using the FLUX.1-schnell model via HuggingFace, with support for multiple aspect ratios and local file saving.

Bridges AI assistants with iFlytek's workflow orchestration system, enabling complex business automation tasks through configurable sequential, parallel, loop, and nested execution modes.

Generates 3D-printable topographic shadow boxes from real terrain and OpenStreetMap data.

Provides web crawling and search capabilities through Jina AI's API with URL content extraction and semantic web search optimized for research workflows and content analysis.

Get access to MCP server SVG and MCP server PNG icons in your vibe-coding projects

Stores user preferences, display names, pronouns, and notes in volatile memory with explicit consent validation, enabling personalized interactions without persistent data retention.

Provides access to the Consumer Financial Protection Bureau's complaint database for searching and retrieving banking and financial service complaints by company, product type, and result size.

Provides access to over 10,000 curated business insight reports stored locally with intelligent search capabilities including keyword matching, publisher filtering, date range queries, and full-text content retrieval for research workflows and market analysis.

Searches Turkish electronic component marketplaces for real-time pricing, stock availability, and product comparisons across four stores.

Bridges AI assistants with the 247afk Minecraft bot's visual block editor through WebSocket communication for real-time script editing.

Integrates with Pure Storage FlashBlade arrays to enable real-time monitoring, troubleshooting, and resource management.

Control Frigate NVR instances for event management, camera control, recordings, video exports, and object classification.

Integrates with SolarWinds Observability logs, providing tools for searching, visualizing, and analyzing log data with advanced filtering options and customizable time ranges for DevOps and IT operations teams.

Enables detailed Japanese text analysis through morphological parsing with Kuromoji, breaking down sentences into component parts with grammatical functions, readings, and base forms for language learning and translation applications.

Integrates with Outscraper's data extraction services to provide Google Maps business search, review extraction, photo retrieval, directions planning, web and news search, app store analysis, and domain contact discovery for market research and business intelligence workflows.

Enables image generation from text prompts via OpenAI's API, returning the created image saved to a specified file path

Integrates with Elasticsearch to provide semantic search functionality for blog posts, returning formatted results including titles, URLs, and relevant text snippets.

Enables dynamic tool discovery and execution across multiple Dify AI applications by automatically loading application configurations and converting input parameters to JSON schemas for robust workflow management.

Integrates with ClickSend's API to enable sending SMS messages and initiating Text-to-Speech calls for automated communication workflows.

Connects language models to Dgraph graph databases, enabling DQL queries, mutations, and schema management for seamless database interactions without context switching.

Reads, creates, and updates PowerPoint presentations with slide content extraction, text updates, and image insertion.

Integrates with Omise's payment platform to enable secure payment operations including charge creation, customer management, token handling, refunds, transfers, and webhook management for e-commerce and subscription services.

Self-evolving RAG system providing cross-session persistent memory where agents autonomously write, retrieve, and evolve knowledge through vector-based storage and semantic search.

Ruby-based pair programming assistant providing five specialized tools for code review, brainstorming, performance analysis, and security audits through configurable AI model integration via OpenRouter.

Provides diagnostic and repair tools for Model Context Protocol configurations

Long-term agentic memory framework providing persistent memory, searchable knowledge, and evolving identity for agents.

Integrates Mozilla's rr record-and-replay debugging tool with GDB for bidirectional debugging with breakpoint management, state inspection, and checkpoint operations.

Integrates with the Kaspa cryptocurrency network for wallet operations including balance checking, fee estimation, token transfers, and transaction details across mainnet and testnet environments.

Docker CLI plugin for discovering, deploying, and managing MCP servers as containers with credential management and multi-client support.

Provides real-time Hong Kong bus information through KMB API integration, enabling users to find routes, locate stops, and check arrival times through conversational queries.