MCP Server Directory

Rust-based code exploration server that enables reading, writing, and understanding codebases through autonomous navigation, file summarization, and multi-provider LLM support.

Solve complex logic/optimization problems using MiniZinc syntax.

Extracts structured data from web pages based on natural language descriptions, converting website content into JSON format without custom scraping code.

Integrates with Raindrop.io bookmarking service to provide direct access for managing collections, bookmarks, tags, highlights, and user data without leaving your conversation context.

Enables AI systems to query and analyze OpenTelemetry traces and metrics through Logfire's API, providing tools for finding exceptions, investigating errors, and running custom SQL queries against observability data with automatic authentication.

Provides intelligent summarization capabilities for various types of content.

Integrates with Bocha, a Chinese search engine, to provide web search capabilities with rich structured data from billions of documents across multiple domains and languages.

Execute code in isolated cloud containers

Integrates with Instagram Direct Messages to enable sending messages, managing chat threads, handling message requests, and converting between usernames and user IDs for social media automation and customer service workflows.

Comprehensive Godot Engine integration with 95+ tools, LSP, DAP, and screenshots.

Integrates with QuickChart to enable dynamic generation of charts and graphs for data visualization tasks.

Provides a bridge to the Scrapeless API for performing Google searches with customizable parameters including query text, country code, and language preferences.

Provides structured access to CloudWatch Logs data for searching, analyzing, and correlating logs across AWS services to help with troubleshooting and pattern identification.

Enables security professionals to analyze Active Directory and Azure AD environments through natural language queries by connecting to BloodHound's Neo4j database for identifying attack paths and vulnerabilities.

Enables blockchain interactions on Solana by providing a comprehensive server for asset retrieval, token deployment, wallet management, transfers, NFT minting, and domain resolution.

Connect with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors, threat intelligence, hosts, vulnerabilities, and identity protection capabilities.

Enables programmatic interaction with AutoCAD by providing a Python-based server that supports database management and task automation through libraries like pyautocad and comtypes.

Fetches web content and YouTube video transcripts, converting HTML to Markdown and extracting timestamps for reference in conversations.

Generates code scaffolding for modern web applications using template-based boilerplate creation and feature addition with variable substitution, conditional file inclusion, and schema validation for rapid prototyping and consistent development patterns.

Bridges Claude with locally running LLM models via LM Studio, enabling users to leverage private models through Claude's interface while maintaining local hosting.

Integrate and validate self-hosted Payram cryptocurrency payment deployments

Integrates with 1C:EDT workspace to expose project management, configuration properties, validation errors, bookmarks, tasks, and check descriptions through HTTP endpoints.

Integrates with the Serper API to enable web searches and webpage content extraction, supporting research, content aggregation, and data mining tasks.

Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

Centralizes management of multiple AI services, providing secure API key handling and unified access for streamlined interactions across diverse platforms.

Provides a secure Docker-based sandbox for executing JavaScript code with npm dependencies, offering both persistent and ephemeral containers with strict resource limits for safe code testing and demonstration.

Enables natural language management of Kafka topics, connectors, and Flink SQL statements through Confluent Cloud REST APIs for streamlined data streaming operations

Connect to OpenAI-compatible chat completion APIs.

Integrates with TikTok through TikNeuron's API to retrieve video subtitles, content details, and engagement metrics for analyzing virality factors and enabling conversational interactions with TikTok videos.

Provides direct PostgreSQL database access with query execution, schema introspection, and performance monitoring through specialized extensions like pg_stat_statements for conversational database administration and troubleshooting.

Enables escalation of questions to humans through a markdown file-based workflow that prevents hallucinations by providing direct human-in-the-loop responses for critical decisions like database passwords, API endpoints, or architectural choices.

Connect to open data from millions of open government, NGO, and company datasets.

Integrates wget-based website downloading capabilities to enable offline archiving and analysis of web content while preserving site structure.

Analyzes Unreal Engine codebases, enabling deep insights into class hierarchies, subsystems, and game patterns.

Unified gateway for managing multiple LLM providers with automatic model selection, semantic caching, and cost optimization features for reliable production deployments

Zero-config AI context generation and code quality toolkit

Transforms natural language descriptions into parametric 3D models through a pipeline of image generation, object segmentation, 3D modeling, and OpenSCAD code conversion for customizable 3D printing.

Search, retrieve, and analyze scientific literature from PubMed with capabilities for identifying research trends and generating statistical reports.

Integrates with Postman's API management platform to enable automated API testing, documentation, and workflow management for developers and QA engineers.

Extracts content from diverse media sources including URLs, documents, videos, audio files, and images using intelligent auto-detection and multiple extraction engines for unified content processing and analysis.

Integrates with Gmail and Google Calendar to enable email operations, calendar management, and multi-account support for Google Workspace automation.

Integrates with Readwise to search and retrieve highlights from a user's library, enabling researchers and knowledge workers to reference saved notes during conversations without switching contexts.

Leverage Pinecone vector databases for semantic search and RAG.

Integrates with the Figma REST API to manage design system elements, enabling variable handling, file operations, and collaborative workflows.

Bridges Google's Agent-to-Agent protocol with MCP, enabling agent discovery, registration, message sending, and task management through protocol translation between A2A's JSON-RPC messaging and MCP's tool-based interface.

Streamlines ESP-IDF project building with automatic environment setup and error handling for ESP32 microcontroller development.