Discover Awesome MCP Servers

linkwarden-mcp

Enables managing bookmarks via the Linkwarden API with token-frugal tools for listing collections and links, adding/moving/deleting links, and creating collections.

SportIQ

48 AI-callable tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — Monte-Carlo bracket simulations, F1 pit-strategy modeling, and a Dream11 ILP optimizer, plus live odds and value-bet detection. Free, open-source, and works with any MCP client via uvx.

Browserbase MCP Server

Provides cloud browser automation using Browserbase and Stagehand, enabling LLMs to navigate, extract data, take screenshots, and perform web interactions.

Autonomous QA Engineer MCP

Provides MCP tools that give LLM agents a full QA engineer workflow: scanning projects, generating deterministic test suites, executing them across browser/API/mobile, diagnosing failures, and proposing fixes that require human approval.

Coding Tools MCP

Enables AI agents to develop within a local project workspace by reading and modifying files, running commands and tests, checking Git state, and persisting progress as history sessions that can be restored in later conversations.

mcp-rust-docs

Provides access to Rust crate documentation, search, and metadata from docs.rs and crates.io.

juniper-junos-mcp

Enables safe interaction with Juniper Junos devices (SRX firewalls) via MCP, providing operational read tools and a configuration change flow with device-side diff preview and automated rollback.

schema-viz

A local MCP server that renders a database schema as an interactive, dbdiagram.io-style ER diagram in your browser.

shellphone

Bridges Claude Code and Claude Chat by exposing session digests as MCP resources and allowing instruction queuing from Chat to Code.

fsext-mcp-server-java

A full-featured secure MCP server for local file system operations, with built-in image processing, OCR and media tools.

IBM Content Services MCP Server

Enables AI models to interact with IBM FileNet Content Manager for document lifecycle management, metadata extraction, legal holds, and AI-powered search, summaries, and Q\&A.

European Financial Filings MCP Server

Provides access to European company data and financial filings from multiple sources including GLEIF (1.6M+ EU companies), ESEF XBRL filings (FR, DK, GB, LT, UA), UK Companies House (5M+ companies), and curated major index lists (DAX40, FTSE100, SIX).

YAPI MCP Server

An MCP server for the YAPI interface management platform that enables users to manage projects, categories, and API interfaces. It supports querying project details, listing interfaces, and creating or modifying API documentation through natural language.

mwaa-mcp-server

MCP server for Amazon MWAA that enables managing Airflow environments, DAGs, runs, task instances, and configurations through natural language, using secure AWS-native API access and read-only by default.

MPT MS: Certidão Negativa de Feitos

Read-only MCP server that consults official Certidão Negativa de Feitos (negative certificate of legal proceedings) from the MPT MS, a Brazilian labor prosecutor, via a hosted API.

payclaw-mcp

Tokenized user identity and virtual Visa cards for AI agents. Delegated user commerce- on existing Visa rails.

AI Memory MCP

Persistent project memory MCP server for Claude Code that remembers development context across sessions, including features, fixes, notes, and standards.

fema-nfhl-mcp-server

MCP server that queries FEMA's National Flood Hazard Layer (NFHL) for flood zone information, including flood zone codes, Base Flood Elevation, FIRM panel numbers, and identifies LOMRs/LOMAs from provided coordinates, enabling automated flood risk lookups.

Better Notion MCP

Markdown-first MCP server for Notion that provides 7 composite action-based tools consolidating 28+ REST API endpoints, enabling AI agents to efficiently manage pages, databases, blocks, and content with automatic pagination and bulk operations.

Penpot MCP Server

Enables AI agents to programmatically access self-hosted Penpot instances to read, create, modify, and export design elements through natural language. It provides 66 tools for managing projects, shapes, design tokens, and comments using a dual-access strategy of direct database reads and RPC API writes.

Mcp Weather

一个简单的 MCP 服务器，提供天气信息。

near-contract

Enables Claude to interact with NEAR smart contracts: read state, call view methods, decode transactions, and explain contract interfaces.

agent-comms-mcp

MCP server for permissioned, structured agent-to-agent communications, enabling agents to coordinate and negotiate through scoped, typed messages with authentication and audit logging.

MCP QA Demo Server

Enables natural language-driven browser automation by launching a real browser, performing interactions, and generating test artifacts like feature/step/page files.

Seedfast MCP Server

MCP server for Seedfast, which fills PostgreSQL databases with realistic, relationally valid test data generated from live schema, providing tools for planning, running, and inspecting seeding operations.

metric-shift-mcp-server

Answers "sales dropped since last week — where?" by comparing a target period against a weekday-adjusted baseline and localizing which attribute combinations (e.g. channel=web, or Tuesday nights) explain the shift. Runs fully offline on your own CSV — no API key, no ML training, read-only.

Amem

Self-hosted, local-first knowledge graph and memory server for AI agents. Enables agents to persist, recall, and organize knowledge through MCP with automatic distillation, deduplication, and cross-linking.

Jupyter Notebook MCP Server

Provides tools for interacting with Jupyter notebooks, allowing users to read, add, and execute notebook cells. It supports full notebook execution and metadata retrieval through the FastMCP framework.

MCP Ambassador Server

Centralized authentication, authorization, and audit for MCP tools. One server governs every downstream MCP your organization uses.