1003 servers available
Discover and explore Model Context Protocol servers that provide tools, resources, and capabilities for AI applications.
by neondatabase
Interact with Neon Postgres databases using natural language commands through the Model Context Protocol, enabling conversational database creation, migration, and query execution.
by neo4j-contrib
Enables natural‑language interaction with Neo4j databases, allowing large language models to query, modify, and manage graph data through multiple transport modes.
by needle-ai
Manages documents and enables semantic, natural‑language search for large language models, providing long‑term memory and Retrieval‑Augmented Generation capabilities.
by nanovms
A server that enables DevOps workflows for unikernel development using the nanos/ops toolchain, exposing MCP endpoints for instance and image management.
by msgbyte
Provides integrated website traffic analysis, uptime checking, and server health monitoring in a single self‑hosted platform.
by motherduckdb
Enables SQL analytics on DuckDB and MotherDuck databases via a Model Context Protocol server, allowing AI assistants and IDEs to query data directly.
by mongodb-js
Provides a Model Context Protocol server that enables interaction with MongoDB databases and MongoDB Atlas clusters through a unified API.
by momentohq
Offers a simple Model Context Protocol server implementation for Momento Cache, enabling get, set, and cache management operations through a lightweight Node.js package.
by mobb-dev
Provides automatic security vulnerability remediation for code via a command‑line interface and an MCP server, leveraging findings from popular SAST tools such as Checkmarx, CodeQL, Fortify, and Snyk.
by MicrosoftDocs
Provides semantic search and fetch capabilities for Microsoft official documentation, returning content in markdown format via a lightweight streamable HTTP transport for AI agents and development tools.
by microsoft
Fetch Microsoft Clarity analytics data via a Model Context Protocol server, enabling MCP‑compatible clients such as Claude for Desktop to query metrics and dimensions.
by metoro-io
Provides an MCP server that exposes Metoro's eBPF‑based telemetry APIs to large language models, enabling AI‑driven queries and insights about Kubernetes clusters.
by firecrawl
Provides web scraping, crawling, search, and structured data extraction for LLM clients through a Model Context Protocol server.
by memgraph
Provides a unified mono‑repo of Python utilities, LangChain integration, MCP server, and experimental migration agents to build AI‑driven graph applications on Memgraph.
by meilisearch
Provides a Model Context Protocol server that lets LLMs manage Meilisearch indices, add or retrieve documents, and execute fast, natural‑language searches.
by mckinsey
Build high-quality data visualization apps quickly using a low-code toolkit that leverages Plotly, Dash, and Pydantic.
by MariaDB
Provides a Model Context Protocol interface for managing MariaDB databases and performing embedding‑based vector search, enabling AI‑driven data workflows with both relational and semantic queries.
by mapbox
Provides a Node.js server that implements the Model Context Protocol to expose Mapbox geospatial APIs such as geocoding, POI search, routing, travel‑time matrix, isochrones, and static map images for AI agents and applications.
by makenotion
Provides a remote Model Context Protocol server for the Notion API, enabling OAuth‑based authentication and offering token‑efficient tools tailored for AI agents.
by mailgun
Provides a Model Context Protocol server that enables AI clients to send emails and retrieve delivery statistics through the Mailgun API.
by brightdata
Provides real-time web access for AI models, delivering search, markdown‑ready scraping, and optional browser automation while bypassing geo‑restrictions, rate limits, and CAPTCHAs.
by liveblocks
Enables AI agents to invoke Liveblocks REST API endpoints for creating, modifying, and deleting rooms, threads, comments, notifications, and provides read‑only access to Storage and Yjs data structures.
by litmusautomation
Enables LLMs and other intelligent agents to configure, monitor, and manage Litmus Edge devices through real‑time Model Context Protocol communication.
by lingodotdev
Provides an AI‑powered toolkit for instant localization of web and mobile applications using LLMs, supporting build‑time compilation, CLI commands, CI/CD automation, and real‑time SDK translation.
by line
Integrates the LINE Messaging API with a Model Context Protocol server, enabling AI agents to send text, flex, broadcast messages, retrieve user profiles, and manage rich menus on a LINE Official Account.
by launchdarkly
Provides a Model Context Protocol server that enables AI clients to read and modify LaunchDarkly feature flags and AI Configs directly from their workflows.
by last9
Provides AI agents with real‑time production context—including logs, metrics, traces, and alerts—through a Model Context Protocol server, enabling automatic code fixing and faster debugging.
by langfuse
Access and manage Langfuse prompts through the Model Context Protocol, enabling prompt discovery, retrieval, and compilation via MCP endpoints and compatible tool commands.
by landing-ai
Provides a lightweight side‑car that translates MCP tool calls into authenticated requests to Landing AI’s VisionAgent REST APIs, returning JSON responses and visual outputs for computer‑vision tasks.
by lambda-capture
Provides a semantic search API for macroeconomic data, enabling AI agents and quantitative research tools to retrieve relevant economic indicators via MCP calls.
by kuzudb
Provides programmatic access to Kuzu graph databases, enabling language models to retrieve schema details and run Cypher queries directly against the database.
by kurrent-io
Enables exploration of KurrentDB data by reading, writing, and creating projections through a simple MCP server interface.