Discover Awesome MCP Servers

Safety Replay Gate MCP

Replay safety evals before agent releases move forward. A paid remote MCP for AI agent safety replay checks, policy gates, eval receipts, control-fix suggestions, and release evidence exports.

mcp-swarmia

Exposes the Swarmia Export API as tools for AI assistants to query engineering metrics through natural language. It enables retrieval of DORA metrics, pull request cycle times, investment balances, and FTE effort reports.

cogmem

Self-improving, verifiable memory for AI coding agents. Learns how you work, stops repeating mistakes, models each project, recalls the right lesson at the right moment. Every memory is signed and tamper-evident. Local-first.

ZipKit MCP Server

Enables AI agents to access Thailand tax, visa, and expat-money tools, including tax calculation, remittance checks, residency counting, and premium rule-engine queries.

AgentStandard

Certified AI agent package marketplace. Browse and install verified packages for Claude, ChatGPT, Gemini, and OpenClaw — covering health, finance, productivity, career, and more. Stateful and with intent.

proodos

x402 protocol

MCP ArchiMate Server

Enables AI assistants to read and write ArchiMate models stored in CoArchi XML format. Query elements, create relationships, design diagrams, and sync changes to Git through natural language.

Signoz MCP Server

An MCP server that enables AI assistants to interact with Signoz observability platform, providing tools to query dashboards, metrics, traces, logs, and APM data with time range support.

Interactive Drawing MCP

Servidor MCP para dibujo colaborativo con modelos de lenguaje grandes.

Reddit Summarizer MCP Server

Summarizes a user's Reddit frontpage, subreddits, and post comments, with optional comment analysis and sorting options.

Morpheus MCP Server

Connects AI assistants to HPE Morpheus appliances to manage cloud infrastructure, instances, and multi-tenant environments through natural language. It enables users to provision resources, execute workflows, and perform administrative tasks by translating intent into Morpheus API calls.

Interactive MCP Popup

An MCP server that enables interactive Qt popups and continuous conversation within IDEs, facilitating user feedback and multi-turn dialogues.

nix-agent

A local MCP server for trusted NixOS automation that enables inspecting files, applying patch sets, and validating/switching NixOS or Home Manager configurations.

aidoo-mcp-server

MCP server for Aidoo fitness studio management software, enabling access to members, contracts, classes, bookings, and more directly from Claude.

startup-law-mcp

Integrates Korean startup laws (19 curated laws) and K-Startup support programs, enabling legal article search, citation verification, reference tracking, and program lookup with real-time status.

WSAPI WhatsApp MCP Server

Enables AI assistants to interact with WhatsApp through the WSAPI service, supporting comprehensive messaging, contact management, group operations, and account management functionality. Allows sending various media types, managing chats, and controlling WhatsApp sessions through natural language.

TrustRadius Reviews MCP Server

Enables querying TrustRadius B2B software reviews to extract alternatives considered, feature-level ratings, pros/cons, and business outcomes for competitive intelligence.

operations-pulse

Enables AI assistants to run local-first operations checks, review evidence, and manage durable tickets in a SQLite-backed ledger through self-describing MCP tools.

TehProf Support MCP Server

AI-powered helpdesk management via Model Context Protocol. Connect any MCP-compatible assistant to your support workspace.

local-delegate

Delegates mechanical text-to-text tasks to a local LLM to save Claude subscription quota, reading files server-side so large content never enters Claude's context.

Kinetica MCP Server

Exposes tools and resources for interacting with Kinetica's database, SQL-GPT contexts, and real-time monitoring.

MemoryStar

A local semantic memory MCP server for AI coding agents that provides persistent, searchable project knowledge including architecture notes, file symbols, git history, progress tracking, and a knowledge graph, all stored locally.

consulting-mcp-server

Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-compatible clients, enabling querying, indexing, classifying, extracting, and assessing documents.

agentpassport

Cryptographically verifiable, scope-narrowing delegation chains for AI agents, enabling human-anchored authorization across multiple hops.

Zora Coins MCP Server

Provides access to the Zora Coins ecosystem on Base mainnet, enabling users to query coin data, explore markets, analyze profiles, and execute trades through a standardized interface.

indexa-capital-mcp-server

A read-only MCP server that enables Claude to monitor Indexa Capital investments, providing tools to query portfolio summary, account details, performance, transactions, and fees.

picturereader

Enables text-only LLMs to understand images by converting them into structured text grids (colors, textures, regions) and OCR via MCP tools. Runs locally with zero external dependencies, providing a skill-based methodology for detailed image analysis.

TestFlight Feedback MCP Server

Enables AI assistants to access TestFlight beta tester feedback, including screenshots, crash logs, and text comments from App Store Connect. It works across any platform without requiring Xcode, using official API keys and optional browser automation for full text feedback.

Congressional Trade Signals

Enables querying of U.S. congressional stock trade data, including price history, recent trades, buy signals, stock activity, and politician activity, through natural language tools.

tentra

Memory for AI coding agents. Persistent code graph + AI architecture diagrams. 32 MCP tools