Discover Awesome MCP Servers

Dependency Tracer MCP Server

Maps function and component dependencies in Haskell and ReScript codebases, providing LLMs with a real dependency graph for accurate test generation and change-impact analysis.

@maheidem/linkedin-mcp

Integrates with Claude to enable LinkedIn post creation, profile optimization, content generation, and analytics through natural language.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults through direct filesystem access, supporting note management, lightning-fast search with SQLite indexing, image analysis, tag/link management, and bulk operations.

OpenBudget MCP Server

Enables AI assistants to access and manage personal financial data from US institutions and manual entries, including transactions, balances, liabilities, and investments.

loinc-mcp

Enables searching LOINC codes and retrieving detailed information including panel members and answer options via the LOINC Search API.

compliance-aiops

Converts audit trails from AIops agents into framework-mapped, tamper-evident compliance evidence bundles for HIPAA, PCI-DSS, SOC 2, and GDPR.

InspireHEP MCP Server

An MCP server that integrates InspireHEP high-energy physics literature with LLMs. Search papers, explore citations, retrieve author metrics, and generate formatted references.

MCP Test Case Generator

Generates structured, comprehensive test cases from user stories, API specs, or raw text, with automatic Excel export and Playwright automation code generation.

Crypto MCP Server

Provides real-time and historical cryptocurrency market data using ccxt, enabling price tracking and alerts through the Model Context Protocol.

meridian-edge-mcp

Provides AI assistants with real-time prediction market consensus data, including probabilities, opportunities, signals, and settlements.

re-dotnet

MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolver and ILSpy for parsing and decompiling .NET assemblies.

Search-Apple-Docs

Access Apple's official developer documentation, frameworks, APIs, and WWDC videos through the Model Context Protocol (MCP), support AI driven natural language queries, and provide Swift/Objective-C code examples and technical guidelines.

Gemini Search MCP

Enables AI-powered web searches using Google's Gemini 2.5 models with Google Search Grounding. Supports multiple Gemini models (Flash, Flash-Lite, Pro) with configurable thinking budget and web search capabilities.

Prometheus MCP Server

A tool that enables access to Prometheus metrics data through a Model Context Protocol server, allowing interaction with monitoring data using natural language.

sentry-self-hosted-mcp

MCP server for integrating self-hosted Sentry with AI assistants, enabling project and issue listing, issue details with stack traces, and event retrieval.

Financial Datasets MCP Server

Provides access to comprehensive financial data including income statements, balance sheets, cash flow statements, stock prices, company news, SEC filings, and cryptocurrency information with built-in financial ratio analysis.

Bitcoin SV MCP Server

A collection of Bitcoin SV tools for the Model Context Protocol that enables AI assistants to interact with the BSV blockchain through wallet operations, ordinals (NFTs), and various blockchain utilities.

Google Workspace MCP Server

A Model Context Protocol server that gives Claude access to Google Workspace including Gmail, Calendar, Drive, Contacts, Sheets, Docs, Slides, Tasks, and 100+ APIs via the gws CLI.

Netmind Code Interpreter

Enables secure cloud-based execution of code across 14+ programming languages within a sandboxed environment. It supports file management, standard input/output handling, and automatic generation of visual artifacts like plots and charts.

Telegram MCP Server

Enables AI assistants to interact with users via Telegram to request decisions, approvals, or specific input through text and clickable buttons. This facilitates a human-in-the-loop workflow where the AI can pause for feedback or send status notifications during long-running tasks.

AgentWard

Open-source permission control plane for AI agents — scan, enforce, and audit every tool call with code-level policies that prompt injection can't bypass.

Employee Leave Management MCP Server

Enables managing employee leave through natural language, including applying, approving, rejecting, and canceling leave, checking balances, and listing requests, using an in-memory data model.

Curupira

Enables AI assistants to debug frontend applications by providing direct access to browser DevTools, React state, DOM inspection, and runtime debugging capabilities. Bridges the gap between AI and complex web applications for autonomous debugging and issue resolution.

ai-bridge

Enables terminal AI coding assistants to interact with web AI chat services through browser automation, supporting multiple platforms like Doubao and ChatGPT.

SQL Query Optimizer

Analyzes SQL queries for performance issues, provides optimization suggestions with automated rewriting, and recommends indexes across multiple database dialects (PostgreSQL, MySQL, Oracle, SQL Server).

UTCP Documentation MCP Server

Assists AI coding agents in understanding and implementing UTCP by providing documentation search, manual validation, code generation, OpenAPI conversion, and an LLM-powered expert agent.

bamboohr-mcp

Enables natural language interaction with BambooHR to manage employee records, time off, hiring, and benefits. It provides 74 tools and pre-built workflows to automate HR operations like onboarding, reporting, and performance tracking.

smartbill-mcp

An MCP server for the SmartBill Cloud API. It lets an MCP client issue and manage Romanian invoices, proformas and payments, download document PDFs, and read VAT rates, series and stock levels.

PlayFab MCP Server

Gương của

Things MCP

Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly summaries, and project reports for analysis and reflection.