MCP Server Directory

MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS applications.

Provides a temporal knowledge graph system for storing, retrieving, and reasoning about relationships between entities with persistent memory across conversations

Provides intelligent code analysis and manipulation across multiple programming languages through language server protocols, enabling developers to explore, understand, and refactor complex codebases.

Provides AI assistants with direct access to Mastra.ai's complete knowledge base.

A drop-in memory upgrade for your coding agent

Package codebases into AI-friendly single files with intelligent code structure preservation and token optimization.

Dynamic server to which you can add apps (Google Calendar, Notion, etc) or advanced Activepieces Flows (Refund logic, a research and enrichment logic, etc).

Enables natural language control of Blender for 3D scene creation, manipulation, and rendering without requiring knowledge of Blender's interface or Python API.

Enable searching and retrieving screen recordings and associated data for productivity tracking, user behavior analysis, and workflow documentation.

AI-friendly database and knowledge-management capabilities via various database schemes.

Enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS.

Reduces context consumption by 98% through sandboxed code execution and SQLite-based session continuity with FTS5 search.

Give your development workflow access to all state of the art AI models for enhanced code analysis, problem-solving, and collaborative development.

Access hosted MCP servers or deploy your own for 2,500+ APIs like Slack, GitHub, Notion, Google Drive, and more, all with built-in auth and 10k tools.

The MCP server tools have been designed to allow an agent to query the specific information it needs to complete an assistant-ui related task - for example: implementing chat components, integrating with different runtimes, understanding component architecture, and troubleshooting issues.

Cross-platform .NET development framework documentation and prompts

Provides a unified interface to Arize Phoenix's capabilities for managing prompts, exploring datasets, and running experiments across different LLM providers

Bridge to access Amazon Bedrock Knowledge Bases.

Transform any GitHub project (repositories or GitHub pages) into a documentation hub. Allows AI tools like Cursor to access up-to-date documentation and code, ending hallucinations.

Enables browser data capture and analysis with tools for retrieving console logs, monitoring network requests, capturing screenshots, selecting DOM elements, and running Lighthouse audits for web application debugging and performance optimization.

Enables bidirectional communication with Figma designs through a plugin and WebSocket server, allowing creation and manipulation of design elements directly from conversations.

Consume MCP resources or expose Genkit tools as server.

Provides semantic code search and indexing using vector embeddings and AST-based code splitting, enabling natural language queries across codebases with automatic file filtering and support for multiple embedding providers and vector databases.

Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally on your device.

Security scanner that tests applications and infrastructure for vulnerabilities, generates SBOMs, and monitors projects using TypeScript and Go components.

Enables multilingual content translation for app localization, website content, and text data through a translate tool accessible via npx command with Lingo.dev API key

Compares and patches JSON objects with a compact delta format that captures additions, modifications, deletions, and array moves for efficient data synchronization and change visualization.

Access Confluence pages and Jira issues via Atlassian API.

Create beautiful, modern UI components instantly through natural language descriptions.

Connects your AI agents to 600+ tool integrations with multi-tenant auth and granular permissions.

Memory-powered agent framework that provides persistent memory capabilities across conversations and sessions using vector databases and embeddings, enabling context retention, reasoning pattern recognition, and shared workspace memory for team collaboration.

Provides structured project management through a four-phase development workflow with requirements gathering, technical design, task breakdown, and implementation execution, featuring real-time web dashboard monitoring, approval workflows for stakeholder review, and specialized validation agents for systematic feature development with documentation trails and collaborative oversight.

Enables Excel file manipulation without Microsoft Excel installation using openpyxl, providing workbook operations, data validation detection, formatting, formulas, charts, pivot tables, and native Excel table support for automating spreadsheet workflows and report generation.

Provides containerized development environments that persist state across interactions through git-based storage and Dagger's container runtime, enabling isolated environments with custom toolchains, background services, and the ability to checkpoint environments as publishable container images.

Enables creation and validation of data visualization dashboards through natural language by generating chart code, validating configurations, and producing interactive Vizro visualizations with PyCafe preview links.

Interface with the Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

Browser automation through Chrome extension with single Playwright API execution tool, enabling collaborative automation alongside users in existing browser tabs with reduced context window usage.

Enables code search across multiple repository hosts including GitHub, GitLab, Gitea, Gerrit, and Bitbucket with advanced filtering options for exploring large codebases through natural language queries.

Enables macOS screen capture and window management with tools for taking screenshots, analyzing images, and controlling application windows

Indexes codebases into a Neo4j graph database to enable sophisticated code analysis including function call relationships, class hierarchies, dead code detection, and dependency tracking through real-time file monitoring and direct Cypher queries.

Integrates with Apple's native applications to enable searching contacts, managing notes, and sending messages within the macOS ecosystem.

Bridges AI assistants with the Tianji platform to enable survey management, including querying results, retrieving detailed information, and listing workspace surveys without navigating the Tianji interface.

Provides direct access to shadcn/ui v4 components, blocks, and demos through GitHub API integration with automatic framework detection for React, Svelte, and Vue, enabling rapid UI development with component source code, installation scripts, and complete block implementations.

Free, private, UI-based software documentation context management server. Designed with software developers in mind.

Provides direct access to stock market data including income statements, balance sheets, cash flow statements, historical prices, and market news through a locally-run server that integrates with the Financial Datasets API.