Discover Awesome MCP Servers

BNCC MCP

MCP server that exposes skills from the Brazilian National Common Curricular Base (BNCC) with thematic units, knowledge objects, and prioritization layer from Mapa de Foco, enabling lookup, search, listing, and statistics of educational skills.

WetLab-MCP

Enables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.

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.

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.

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.

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

Un servidor MCP sencillo que proporciona información meteorológica.

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.

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.

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.

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.

Apidog MCP Server

Enables AI tools to search and explore API documentation from Apidog projects or OpenAPI/Swagger specifications, providing endpoint details, schemas, and project statistics through natural language queries.

UnityMCP

Local Streamable HTTP MCP server exposing Unity Editor inspection, authoring, testing, profiling, play-mode, and build tools.

mcp-statbel-be

Access Statbel Belgium open data via natural language queries. Provides tools to query bestat datasets through an MCP gateway.

MCP Server Basic Example

A demonstration implementation of a Model Context Protocol server that provides simple mathematical tools (add, subtract) and personalized greeting resources.

SINTEGRA: BA

MCP server for querying official SINTEGRA BA tax data in Brazil, offering a single read-only tool via hosted HTTP endpoint with prepaid credits.

Dexcom G7 MCP Server

Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assistants to retrieve current glucose readings and historical data.

DLBrowser

MCP server that gives AI agents reliable web access with self-healing, anti-bot bypass and clean content extraction. It provides 11 tools like fetch, scrape, and search, metered by credit with cost transparency.