Browse 27,750 community-built MCP servers
A Windows-optimized MCP server providing universal data analytics for JSON and CSV files, featuring schema discovery, interactive visualizations, and advanced statistical tools.
MCP (Model Context Protocol) Server. Integrates with Mailchimp's marketing platform API to enable email campaign management, creation, sending, and automation workflow control through the FastMCP framework.
Description: Persistent memory for AI agents with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite or cloud API. 23 tools, 6 resources, 3 prompts.
MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.
MCP (Model Context Protocol) Server. Integrates with Azure Data Explorer to enable read-only querying, table listing, and schema retrieval for large-scale telemetry data analysis.
A unified SQL interface that provides a standardized set of tools for AI models to query and inspect MySQL, MSSQL, Oracle, and Sybase databases through a single configuration.
A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.
A specialized MCP server for Obsidian that enhances note management through file organization and detailed markdown heading hierarchy analysis.
An MCP server for personal finance management using SQLite to store, categorize, and summarize expenses over custom date ranges.
MCP (Model Context Protocol) Server. Provides a powerful expression evaluation engine for complex data manipulations, enabling mathematical operations, array transformations, string processing, and conditional logic directly within conversations.
A Model Context Protocol server that bridges Google AI (Vertex AI and Gemini) with real-time web search and documentation analysis, providing specialized tools for technical information retrieval, code analysis, and architectural guidance.
MCP (Model Context Protocol) Server. Facilitates collaborative debates between multiple agents through a Node.js/TypeScript server that manages multi-turn conversations in a session-based architecture for reaching consensus on user prompts.
MCP (Model Context Protocol) Server. Integrates with DeepSeek's R1 reasoning engine to enable advanced cognitive modeling and multi-step reasoning capabilities for complex problem-solving across various domains.
Unified capability catalogue with formally verified cartridges, distributed community hosting, and the Teranga menu system for single gateway access to a vast rabbfe of MCP, LSP, NeSy and related servers.!
MCP (Model Context Protocol) Server. Enables image creation using OpenAI's DALL-E 3 model through a local server that accepts text prompts and saves generated images to the user's desktop.
A tool for loading, statistically analyzing, and visualizing data from .xlsx and .csv files using matplotlib and plotly.
An MCP server that enables AI assistants to perform real-time internet searches and analysis by interfacing with the gemini-cli tool.
A simple utility server providing a tool to simulate dice rolls with customizable faces and quantities, returning both individual dice outcomes and their total sum.
Enables comprehensive monitoring and analysis of Oracle Cloud Infrastructure database fleets through natural language interfaces. It supports performance troubleshooting, capacity planning, and automated DBA workflows across multi-tenant environments using specialized tools and playbooks.
A robust MCP server integrating with mail.tm to provide temporary email account management and message retrieval capabilities for LLM agents.
Persistent layered memory for AI agents. SQLite FTS5, fact versioning, zero-cloud.
A lightweight Supabase MCP server that provides essential database, storage, and authentication tools while significantly reducing context window token usage.
MCP server for Dolphin semantic code search - works with Continue.dev, Claude Desktop, and other MCP clients
MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP
Searches the German job portal Stepstone.de using multi-term queries and location-based filtering, with the ability to retrieve detailed job descriptions and metadata via session-aware follow-ups.
A Node.js-based MCP server that provides controlled access to sales CSV data, allowing AI agents to preview and inspect datasets for financial analysis workflows.
A DeFi-focused MCP server for the KAIA blockchain that enables AI agents to track wallet balances, query token prices, and execute transactions on KiloLend and DragonSwap protocols.
A starter template and guide for building Python-based MCP servers using the uv package manager. It provides the foundational structure for developing tools that integrate with Claude Desktop and the MCP Inspector.
A news-focused MCP server that provides tools for querying real-time trending news and extracting keywords from news content.
Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes