Browse 27,047 community-built MCP servers
MCP (Model Context Protocol) Server. Integrates Vapi's voice AI capabilities with code editors, enabling outbound calls, voice assistant management, and conversation transcript retrieval for automated customer outreach and support interactions.
A read-only MCP server that connects Claude and other LLMs to live MYOB AccountRight data using the CData JDBC driver, enabling natural language querying of relational accounting models.
A specialized MCP server that provides character-level 'vision' for LLMs, enabling accurate letter counting, frequency analysis, and text manipulation to overcome tokenization limitations.
A Model Context Protocol server for the Python Doorstop framework that allows AI models to read documents, manage requirement items, and publish requirements documentation.
A specialized MCP server for Rust development that provides access to crate documentation, version information, and workspace metadata via rustdoc JSON and crates.io integration.
A specialized MCP server that bridges Claude with PostgreSQL using the Apache AGE extension, enabling graph database operations and Cypher queries through natural language.
Jane is a high-performance knowledge management MCP server that uses SQLite FTS5 to transform team documentation and project specifications into a searchable database for AI assistants.
A comprehensive multimodal MCP server integrating Google's Gemini 3.0 and Veo 3.1 models for advanced image generation, editing, and cinematic text-to-video creation with native audio support.
A robust Reddit scraping MCP server that enables querying and downloading posts, comments, and media from subreddits and user profiles without requiring API keys.
A comprehensive medical MCP server that aggregates data from authoritative sources like the FDA, WHO, PubMed, RxNorm, and Australia's PBS to provide clinical decision support and drug research capabilities.
MCP (Model Context Protocol) Server. Integrates with Linear project management systems to retrieve and modify data related to users, teams, projects, and issues through the Linear GraphQL API.
MCP (Model Context Protocol) Server. Converts Markdown content to HTML with syntax highlighting, ensuring proper formatting and security through sanitization
MCP (Model Context Protocol) Server. Enhances Claude with intelligent web search capabilities through Perplexity API, automatically selecting optimal models based on query intent while supporting customizable domain and recency filtering.
An unofficial Model Context Protocol (MCP) server for UK Companies House API providing company profiles, officer data, filing history, and comprehensive business intelligence with rate limiting and caching.
MCP (Model Context Protocol) Server. Simplifies API access by transforming complex OpenAPI/Swagger specifications into just four strategic tools for endpoint discovery, information retrieval, search, and authenticated request execution
MCP (Model Context Protocol) Server. Integrates with GitHub's Pull Request system to fetch and analyze PR comments with their associated file paths, line ranges, and replies for seamless code review workflows.
A robust MCP server for monitoring and diagnosing Kubernetes clusters using strongly-typed read-only tools that mimic kubectl commands. It enables AI agents to check pod statuses, retrieve logs, and view cluster resources without destructive actions.
MCP (Model Context Protocol) Server. Provides real-time and historical Bitcoin market data from Binance including ticker data, order books, trades, price charts, and live price streams for financial analysis and market research.
AI agent framework for Java — skill-based architecture with MCP support, tool calling, RAG, and Telegram integration. Built on Spring Boot and LangChain4j
MCP (Model Context Protocol) Server. Integrates with Firecrawl API to provide web scraping and search capabilities, enabling extraction of markdown content from URLs and web search queries that return structured results.
MCP (Model Context Protocol) Server. Integrates with the Inspire backend API to find similar images based on text descriptions, returning optimized JPEG images with pagination support for visual content discovery and retrieval.
A Java MCP server that integrates with the Eclipse JDT Language Server (JDTLS) to provide advanced IDE features like symbol search, go-to-definition, and reference finding for Java projects.
A Model Context Protocol server that integrates with DevRev APIs to search and retrieve data for issue tracking, support analysis, and data-driven CRM tasks.
A specialized MCP server that bridges Feishu Project management with development workflows, enabling automated requirement analysis, bug tracking, and task status updates.
Build MCP (Model Context Protocol) servers that run as Internet Computer canisters.
MCP server for Vertica database (OpenText - Vertica)
MCP (Model Context Protocol) Server. Integrates with Slack workspaces to provide direct access to users, channels, messages, and search functionality through a TypeScript-based server that handles pagination and API errors automatically.
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debugging and performance analysis through a headless Python API. It provides a comprehensive suite of tools for inspecting pipeline states, shader bindings, and exporting frame resources like textures and meshes.
MCP (Model Context Protocol) Server. Integrates with Elasticsearch to provide semantic search functionality for blog posts, returning formatted results including titles, URLs, and relevant text snippets.
A robust MCP server that enables automated interaction with SAP GUI systems via COM APIs, supporting transaction navigation, field-level operations, and data extraction/importing.