Discover Awesome MCP Servers

MCP BACEN

Provides tools to query Brazilian Central Bank public data, including SGS time series and PTAX exchange rates.

browser-search-mcp

Enables web search via a real browser for any LLM, bypassing anti-bot measures without API keys.

cds-kb-mcp

A dataless MCP server that searches the SAP CDS knowledge base, allowing users to query view metadata and retrieve full view details using local or remote data sources.

Smart Code Reviewer

Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.

InDesign MCP Server

Enables text manipulation in Adobe InDesign documents via Claude Desktop by providing tools to add, update, remove, and retrieve text content through ExtendScript API.

simctl-mcp-server

Provides structured access to iOS Simulator management via xcrun simctl commands, enabling device, app, media, and testing operations through natural language.

plausible-mcp

Enables querying Plausible Analytics data for website statistics, traffic, engagement, and conversions through natural language, with support for filters, dimensions, and time-series.

MCP Character Counter

Provides detailed character analysis for text, counting total characters, characters without spaces, letters, numbers, and symbols through a simple MCP tool interface.

mcp-vision

An MCP server that exposes HuggingFace computer vision models for zero-shot object detection, enabling LLMs to detect and analyze objects in images.

Claude Context Local

Provides semantic code search capabilities that run 100% locally using EmbeddingGemma embeddings. Enables finding code by meaning across 15 file extensions and 9+ programming languages without API costs or sending code to the cloud.

Professional Python MCP Server

A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

KSeF MCP

Single-tenant MCP server for Polish KSeF e-invoice workflows, supporting local stdio testing, draft management, and invoice submission with safety gates.

LDK MCP Server

Provides real-time Lightning Development Kit expertise for accelerating iOS Lightning wallet development with access to LDK APIs, Swift patterns, event handling, and chain synchronization methods.

Calculator MCP Server

A simple MCP server that provides basic calculator functionality for performing mathematical operations. Built with FastMCP and demonstrates fundamental MCP server implementation patterns.

MCP Data Wrangler

A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.

Firefly

The Firefly.ai MCP server is a TypeScript-based server that enables seamless integration with the Firefly platform. It allows you to discover, manage, and codify resources across your Cloud and SaaS accounts connected to Firefly.

MLflow MCP Server

Enables AI assistants to interact with MLflow experiments, runs, and registered models. Supports browsing experiments, retrieving run details with metrics and parameters, and querying the model registry through natural language.

mcp-documents-reader

Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MCP protocol.

workiq-proxy

Enhances Microsoft Work IQ with broader MCP client compatibility, structured search tools, an interactive REPL, and an OpenAI-compatible HTTP API.

mcp-postgresdb-readonly

Provides read-only access to PostgreSQL databases, enabling querying, schema exploration, and table metadata retrieval via MCP tools like query, list-tables, describe-table, list-schemas, and list-environments.

Jira MCP Server

An MCP server that enables interaction with the Jira API to retrieve time-tracking information. It allows users to fetch their logged work hours and specific task details for the current week.

blocksnet-mcp

Local MCP server for urban analytics that wraps BlocksNet agent, enabling natural language urban questions to be answered with structured JSON results.

Foreman MCP Server

Enables interaction with Foreman instances to manage systems through the Model Context Protocol. It provides access to Foreman resources and tools, such as security update reports, directly within AI-powered environments like VSCode and Claude Desktop.

tastytrade-mcp

An MCP server that enables autonomous AI agents to connect to Tastytrade for market scanning, option strategies, account management, and optionally placing trades with built-in safety controls.

MKP MCP Server

Enables AI systems like Claude to activate advanced reasoning patterns, domain expertise, and contextual analysis capabilities through Meta-Knowledge Processing.

AST MCP Server

Provides advanced code structure and semantic analysis through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG) across multiple programming languages. It enables tasks like incremental parsing, complexity analysis, and AST diffing to help models understand and navigate codebases.

mcp-localintel

The routing layer between AI agents and local Florida businesses. Live data on permits, sector gaps, and market signals across 2,383 ZIP codes — so when an agent, voice assistant, or real customer needs something done, the right business gets the job. Ask LocalIntel Claim Your Listing

mcp-erp

MCP server for interacting with an ERP system via REST API, featuring Microsoft authentication and tools for managing clients, quotes, and templates.

Marginalia

Provides access to Marginalia Search for discovering non-commercial and independent web content, returning unique sites with URLs, titles, and descriptions.