Discover Awesome MCP Servers

Simple Voice MCP Server

Enables text-to-speech playback with multiple Japanese character voices using VLC, supporting simultaneous audio playback and custom pronunciation dictionaries for English words.

Glanser Guidelines MCP Server

Provides semantic search over a team's coding guidelines corpus using FastMCP, ChromaDB, and sentence-transformers. Enables fully offline operation with tools for searching, browsing, and filtering guidelines by scope.

conductor

A gateway that aggregates multiple MCP servers into a single endpoint with authentication, group-based access control, and audit logging for AI agents.

counterfactual-forge

Enables AI agents to fork plans into counterfactual worlds, score them with rubrics and simulations, detect contradictions, measure regret, and merge a winner with a full audit trail.

MCP Mathematics

A comprehensive MCP server that turns any AI assistant into a powerful mathematical computation engine, providing 52 advanced functions, 158 unit conversions, financial calculations, and secure AST-based evaluation.

kpi-dealflow-mcp

Enables AI assistants to manage a real estate pipeline by adding, listing, getting, and updating leads through KPI DealFlow.

Ledger MCP

Provides double-entry accounting for AI agents, allowing creation of a chart of accounts, posting balanced journal entries, and pulling trial-balance and general-ledger reports via the Ledger API with x402 micropayments.

MCPTest

An MCP server that provides AI agents with database tools for querying customer profiles and financial audit data, featuring semantic caching and automatic cache invalidation via webhooks to optimize performance and token usage.

@cyanheads/mailchimp-mcp-server

Draft, test, and send Mailchimp campaigns from an MCP client with audience management, subscriber CRUD, and post-send analytics behind safe-by-default send gates.

Apple MCP Tools

A collection of tools that enable AI assistants to interact with Apple applications and services including Contacts, Notes, Messages, Mail, Reminders, Calendar, Maps, and Web Search through the Model Context Protocol.

kimi-code-mcp

Connects Kimi Code with Claude Code, enabling Claude to delegate bulk codebase reading to Kimi (256K context) for cost savings, while Claude focuses on reasoning and code edits.

companies-house-mcp

Enables AI assistants to search and retrieve UK Companies House data including company profiles, officers, and filing history via the official API.

systemlink-mcp

Exposes NI SystemLink test-and-measurement data to AI clients via MCP, providing test-domain tools for yield by product revision, failing DUT steps versus spec limits, measurement-trace summaries, and calibration-due assets.

NeuralVaultCore

An MCP server that provides persistent long-term memory for AI agents via local SQLite storage with low token overhead, enabling memory storage, retrieval, and management across sessions.

okf-kit

Turn any website into a book you agent can read

Laravel MCP Server

Exposes Laravel development tools (artisan, migrations, config, schema, logs) as MCP tools for use with compatible clients.

Text Analyzer

Provides comprehensive text analysis capabilities including character counting, word statistics, character type analysis, and text length validation for Korean and English text. Supports AI agents in analyzing and validating text content with detailed statistics and Unicode support.

mcp-bart

Provides real-time San Francisco Bay Area Rapid Transit data, enabling queries about BART schedules, routes, and station information through natural language.

MCP Learning Server (mcp-intro)

This MCP server exposes programming topic data and tools (search, practice suggestions) to help AI agents answer study questions, like 'How to study Python decorators?'.

ABACUS MCP Server

Enables first-principles calculations (SCF, structure optimization, molecular dynamics, etc.) for quantum chemistry and materials science using ABACUS, with intelligent parameter suggestions and result analysis through natural language.

Agnes Video MCP Server

Enables video generation from text prompts or images using Agnes AI's video models, with async task submission and status polling.

WhatsApp Business API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the WhatsApp Business API, allowing agents to send messages, manage media, and perform other WhatsApp business operations through natural language.

mcp-market-server

Enables agents to access live crypto market data and execute risk-controlled paper trades through standardized MCP tool calls.

Orchestrator MCP

An intelligent MCP server that orchestrates multiple MCP servers with AI-enhanced workflow automation and production-ready context engine capabilities for codebase analysis.

plaid-mcp

A local MCP server that provides read-only SQL access to financial accounts via Plaid, enabling natural language queries about transactions, balances, and holdings.

epsteinexposed-mcp

MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrapper.

outlook-mcp

Reads and searches your local Microsoft Outlook desktop mailbox via COM, supporting folder listing, message/thread retrieval, attachment saving, bulk export, and draft creation without sending, requiring no OAuth or admin consent.

Antigravity Run Ledger MCP

Hosted remote MCP server for issuing run receipts, summarizing agent changes, checking test evidence, flagging review risks, and exporting run logs for Antigravity agents.

kicad-mcp

MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board editing via IPC and a built-in design-review engine.

skillhub

Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get prioritized results over MCP, supporting CI gates and multiple output formats.