MCP Server Directory

Provides access to Rust crate documentation, version information, and workspace metadata through rustdoc JSON generation, crates.io API integration, and cargo metadata parsing for dependency management, API exploration, and project structure analysis.

Provides translation services between six languages (Arabic, Chinese, English, French, Russian, and Spanish) with domain-specific context for legal, medical, and general use cases, plus formality controls for professional document translation and cross-cultural communication.

Integrates with GitLab's REST API to provide merge request analysis, diff comparison, review comment management, and approval workflows for streamlined code review processes across GitLab.com and self-hosted instances.

Inter-session communication between multiple Claude Code sessions via file-based messaging.

Bridge TanStack Devtools with MCP-capable coding agents via WebSocket for local development inspection and debugging.

Provides real-time log file monitoring and analysis with automated directory detection, cross-platform streaming, error tracking, and text search capabilities for debugging applications and monitoring server health across development and production environments.

Integrates with FDA drug databases, WHO health indicators, RxNorm classifications, PubMed research, Google Scholar, and Australia's PBS to provide drug information lookup, health data queries, academic research retrieval, and pharmaceutical pricing analysis for medical research and clinical decision support.

Transforms static images into dynamic videos with customizable parameters through the Vidu AI video generation API, handling authentication, file management, and asynchronous task processing.

Enables AI agents to operate Jupyter notebooks in VS Code through a bridge server architecture supporting cell management, code execution, and kernel control.

Semantic code analysis framework that combines tree-sitter parsing with KuzuDB graph storage to create queryable representations of codebases across Python, C++, Java, and Perl, enabling structural navigation, call graph analysis, clone detection, complexity assessment, and impact analysis through Cypher queries for large-scale refactoring, technical debt analysis, and security audits.

Integrates with EnkryptAI platform to provide robust guardrails, policy management, model configuration, and deployment orchestration with customizable safety controls for preventing harmful outputs.

Provides instant access to a user's country location using Cloudflare's IP geolocation headers, enabling geography-based content customization without additional API integrations.

Lightweight self-hosted team memory server with SQLite storage for saving, searching, and retrieving contextual information across AI coding sessions.

Enables real-time REST API testing and exploration through single and batch HTTP requests, optimizing localhost development workflows by allowing direct endpoint validation and debugging.

Provides a flexible, type-safe Rust foundation for building applications with tool management, authentication handling, and custom middleware support, offering both stdio and SSE transports.

Search Roblox Creator Hub API references and development guides.

Integrates with Yogosha's bug bounty platform API to provide comprehensive program management, vulnerability tracking, asset management, user administration, submission handling, scope definition, and notification management with full CRUD operations and authentication support.

Spigot/Paper plugin embedding an MCP server inside Minecraft for filesystem, command, and player management.

Provides access to Java conference information by parsing GitHub-hosted markdown files, enabling filtering by year to discover upcoming events, track CFP deadlines, and find conferences in specific locations.

Dynamic QR code creation and analytics via the Qrverloz API, with retargetable codes.

MCP server bridging OpenAI Codex and JetBrains IDEs, enabling AI-assisted code generation within JetBrains development environments.

Integrates with CryptoWeather's Bitcoin price prediction API to provide current trading signals, performance metrics, recommendations, and methodology information for cryptocurrency market analysis.

Provides Unicode character counting and position tracking for text analysis with support for CJK and multilingual content.

Integrates with Airtable through OAuth 2.0 authentication to provide secure access for managing bases, tables, records, and schema operations without requiring direct API keys.

Provides access to the Star Wars API for retrieving and paginating through planet information from the Star Wars universe.

Integrates with ZenTao project management system to provide access to projects, products, stories, bugs, tasks, test management, releases, builds, and AI features through structured URI patterns and management tools.

Provides a bridge between AI and Alibaba Cloud's Lindorm database, enabling vector search operations and SQL query execution for knowledge retrieval and data exploration

Provides local-first semantic code search with hybrid BM25 and vector embeddings, featuring automatic project indexing and zero-config setup.

Integrates with the National Park Service API to provide structured park information for trip planning, exploration, and research applications.

Automates skill discovery, trust evaluation, and installation from multiple registries for coding agents with security scanning and usage tracking.

Semantic code search that indexes codebases across multiple programming languages using local embeddings to find relevant code examples based on functionality rather than exact keywords.

Integrates with GTEx Portal API to provide gene expression analysis, genetic variant associations, and tissue-specific genomics data retrieval across 25 specialized tools for human gene expression research and comparative genomics studies.

Provides 43 tools for pixel art creation, animation, and sprite sheet export through Aseprite's headless CLI with pixel-perfect drawing algorithms.

Versioned, graph-based persistent memory for coding agents using Sphinx-Needs with typed entries, relationship tracking, confidence scoring, and stale detection.

Bridges Claude Code agent definitions to any MCP client, automatically discovering YAML-based agent files and exposing them as MCP resources and prompts with hybrid parsing that handles both valid and malformed YAML for cross-platform agent sharing.

Provides contextual Q&A and plan review capabilities through OpenAI integration, offering question-answering with optional context and structured plan analysis with four review levels that deliver scores, strengths, weaknesses, and improvement suggestions.

Provides network information lookup through WHOIS and RIR database queries across RIPE NCC and ARIN regions, enabling contact card lookups, AS-SET expansion, route object validation, and BGP security analysis with TTL-based caching and async processing.

Provides a bridge to the Hedera Testnet Mirror Node API, dynamically converting Zodios API endpoints into tools for querying blockchain data using Server-Sent Events and robust Zod-based validation.

Provides standardized browser automation through semantic selectors and accessibility-focused element identification, enabling reliable web interactions using ARIA roles and accessible names instead of brittle CSS selectors.

Provides cryptocurrency market analysis through technical indicators, volume analysis, and risk management calculations for trading strategy development

Integrates with Arweave and AO ecosystems to enable developers to run, create, and test AO code and blueprints using natural language commands without requiring deep technical knowledge of the underlying systems.

Integrates with Xray Cloud API to provide test management capabilities including test case creation, execution tracking, test planning, and JQL-based searches across all test artifacts for QA workflow automation and CI/CD pipeline integration.

Provides flight and hotel search capabilities using static JSON data with IATA airport codes and city-based accommodation lookup

Integrates with NHL data sources to provide real-time game updates, player stats, and league standings for sports analysis and fantasy hockey applications.

Provides comprehensive web design guidance including layout patterns, color psychology, typography hierarchy, responsive design strategies, and accessibility standards to help generate modern, visually appealing web pages.

Provides direct access to Statistics Norway's (SSB) public statistical database for browsing, searching, and querying over 6,000 tables covering population, employment, prices, trade, and more.