1297 servers available
Discover and explore Model Context Protocol servers that provide tools, resources, and capabilities for AI applications.
by PhungXuanAnh
Provides web automation capabilities through Selenium WebDriver, enabling AI assistants to navigate pages, interact with elements, capture screenshots, execute JavaScript, and manage browser state via MCP.
by jonashertner
Provides open‑access Swiss court decisions, legislation, and a 10 M‑edge citation graph through an MCP server, enabling AI agents, developers, and researchers to query, search, and analyze legal data without sign‑up or API keys.
by 1102tools-dev
Provides deterministic, version‑controlled MCP servers that expose federal contracting and policy data from SAM.gov, USASpending, GSA CALC+, BLS OEWS, eCFR, Federal Register, Regulations.gov, and Acquisition.gov.
by Lyellr88
Provides a local‑first, persistent memory layer for AI agents via the Model Context Protocol, consolidating session history, codebase indexing, and concept graphs in a SQLite store.
by Cyrax321
Provides verifiable semantic checkpoints, an idempotent action ledger, and a hash‑chained tamper‑evident event log for long‑running AI agents, exposed via a deny‑by‑default MCP server.
by aws
Enables AI coding agents to work with AWS services by providing built‑in plugins, skill libraries, and an MCP server that offers full API access, sandboxed script execution, and real‑time documentation search.
by ZiggyMar
Provides token‑efficient Blueprint reading, editing, and a persistent project index for AI coding agents within Unreal Engine 5.6/5.8.
by callstack
Enables AI coding agents to automate, inspect, and verify mobile applications across iOS, Android, HarmonyOS, TV platforms, web, macOS, and Linux using a CLI, an MCP server, or a typed Node.js API.
by stickerdaniel
Enables AI assistants to read and interact with LinkedIn data—including profiles, companies, jobs, and messages—through a locally‑run MCP server that operates on your own authenticated browser session.
by leancoderkavy
Enables AI assistants to control Adobe Premiere Pro directly, turning structured AI requests into concrete editing, exporting, and inspection actions through a local MCP server.
by HelpCode-ai
Provides a self‑hosted, AI‑empowered gateway that converts REST, SOAP, GraphQL, SQL/NoSQL databases and other MCP servers into custom connectors for Claude, ChatGPT, Gemini, Copilot, Cursor and any MCP‑compatible client, with built‑in auth, audit logging and role‑based access control.
by hanishrao
A curated, searchable directory that lets users explore AI tools, MCP servers, prompts, skills, and trending repositories in a single query, covering every corner of the AI ecosystem.
by Q00
Turns vague development ideas into verified, runnable codebases by orchestrating interview, specification, execution, and evaluation loops across multiple LLM runtimes.
by yamadashy
Extracts text, layout, and page images from PDFs while surfacing per‑page quality signals and explicit warnings, enabling AI agents to trust or reject extracted content.
by DavidFuchs
Provides real‑time, context‑friendly access to Uptime Kuma v2 metrics, monitors, heartbeats, notifications and settings via stdio or streamable HTTP transports, optimized for LLM consumption.
by OpenLabs-so
Provides privacy‑first, cookieless web analytics with revenue attribution and an MCP server, enabling self‑hosted tracking without cookies or cross‑site identifiers.
by akutishevsky
Log meals, monitor macros, water intake, and body weight, then review nutrition history via conversation.
by sattyamjjain
Provide strict type‑checking and deny‑by‑default contract enforcement for AI agent tool calls, stripping ghost arguments and offering self‑healing retries.
by EvAlssment
Provides a self‑hostable sandbox that runs arbitrary agent code inside isolated Kubernetes pods, backed by a multi‑tenant control‑plane API and SDKs for Python, JavaScript/TypeScript, Go, and Rust.
by mldsveda
Adaptive, self‑healing web scraping with optional TLS‑fingerprint stealth, delivering clean markdown, JSON or dataframe output and exposing scrapers through an MCP server for AI agents.
by pvliesdonk
Offers full‑text (FTS5) and semantic vector search over a directory of Markdown files, with front‑matter‑aware indexing, incremental reindexing, and read/write tools exposed through the Model Context Protocol.
by QVerisAI
Provides a unified CLI, MCP server, Python and TypeScript SDKs, skill definitions, and REST API documentation that enable agents and developers to discover, inspect, invoke, and audit real‑world capabilities across thousands of tools.
by MarcoYou
Provides AI‑accessible, structured Korean DART filing data for financial analysis, valuation, ownership mapping, business details, and shareholder‑meeting proxy‑voting.
by ralforion
Analyzes relational database schemas and generates RDF/OWL ontologies with embedded SQL mappings, delivering fan‑trap‑free Text‑to‑SQL, GraphRAG‑driven schema discovery, and interactive Plotly charting through any MCP‑compatible AI client.
by Sidd27
Provides AI coding assistants with deterministic infrastructure awareness by statically analyzing AWS services, databases, and IaC, and exposing that context through MCP for precise code generation.
by dheerajjha
Find and automatically fix code breaking changes introduced by the MCP 2026-07-28 specification revision.
by oaslananka
Provides a production‑grade server that inspects EasyEDA Pro PCB designs, generates and sources bill‑of‑materials, runs design rule checks, exports manufacturing files, and enables AI assistants to interact with hardware design workflows.
by railsblueprint
Control real browsers (Chrome, Firefox, Edge, Opera) with AI assistants while preserving logged‑in sessions, cookies, and extensions.
by TabularisDB
Provides a cross‑platform desktop workspace for managing, exploring, and querying a wide range of relational and NoSQL databases, with built‑in AI assistance, visual query building, and an extensible plugin system.
by firekula
Provides a modern runtime node inspection and AI bridge panel for Cocos Creator 2.4.x, enabling dual‑pane debugging, property editing, drawcall analysis, memory profiling, screen picking, and automatic bridging to large language model clients.
by DareDev256
Enables natural‑language control of Final Cut Pro timelines by parsing exported FCPXML into precise, rational‑time Python objects that Claude can read, edit, and generate, then writes the modified XML back for import or live push.
by zylon-ai
Provides an open-source API layer that enables local OpenAI‑compatible models to be used for production AI applications, offering standardized message handling, document ingestion, retrieval‑augmented generation, tool integration, and MCP connectivity.