Discover Awesome MCP Servers

OpenBanking MCP Server

An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.

LatentContext MCP Server

A session-scoped memory layer for LLMs that enables AI assistants to explicitly store and retrieve notes, decisions, and context within a single conversation, ensuring focus without cross-session data contamination.

MCP Agent Skills Server

A production-ready MCP server that equips AI agents with dynamic, persistent, and executable skills. It enables secure script execution and progressive disclosure to reduce context window usage.

repo-explorer-mcp

Enables LLM-driven repository exploration by exposing an explore_repository tool over stdio, using codebase memory and ripgrep/rtk search to navigate and analyze codebases.

IGDS Storybook MCP Server

MCP server for the Israeli Government Design System (IGDS), providing tools to query Storybook component data and Zeroheight design documentation across Angular, React, and Core-Web frameworks.

io.github.Evin009/smartrent-mcp

An MCP server that enables Claude to control SmartRent smart home devices such as locks, thermostats, light switches, and sensors through natural conversation.

OpenTelemetry Collector MCP Server

Một triển khai máy chủ MCP cho phép cấu hình động các OpenTelemetry Collector, cho phép người dùng thêm, xóa và cấu hình các receiver, processor và exporter thông qua các công cụ MCP.

IMS MCP Server

Exposes the Integrated Memory System (IMS) capabilities, including session management, memory storage, and RAG-based context search, via the Model Context Protocol. It allows MCP-aware clients to interact with IMS backends to maintain long-term memory and context across sessions.

Vanna AI MCP Server

An MCP server that allows AI assistants to query databases using natural language by leveraging Vanna AI. It supports secure SSH tunneling, model training on database schemas, and persistent storage of SQL patterns via ChromaDB.

Tribunal TJSC: Pedido de Certidão

Enables querying and requesting official certificates from the Tribunal de Justiça de Santa Catarina (TJSC) via a read-only tool, using prepaid credits and MCP over HTTP.

mcp-revelor

Connects AI assistants to Revelor e-shop analytics, search configuration, and recommendations, enabling both reading and optional writing for e-shop data.

agent-bom

AI supply chain security scanner for MCP servers and AI agents. 18 tools for CVE scanning, blast radius mapping, CIS benchmarks, SBOM generation, and compliance enforcement across OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and EU AI Act.

Mantis MCP Server

Một dịch vụ Giao thức Ngữ cảnh Mô hình (MCP) cho phép tích hợp với Mantis Bug Tracker, cho phép người dùng truy vấn và phân tích dữ liệu theo dõi lỗi thông qua các lệnh bằng ngôn ngữ tự nhiên.

release-evidence-pack-mcp

A read-only Model Context Protocol server that converts local Git changes and JUnit XML reports into traceable release evidence, risk findings, and a rollback checklist.

Calypso Multimodal RAG MCP Server

A hosted multimodal RAG MCP server that enables natural language queries over text and visual content (PDFs, images, etc.) with verifiable citations, easily run via npx with a Calypso API key.

feast-mcp

MCP server that proxies to a Feast feature server, exposing tools for online feature retrieval, vector search, push, and materialization while forwarding bearer tokens for authentication.

mysql-mcp

MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, explaining query plans, inspecting schema, checking health, and running diagnostic playbooks through Claude.

AI Consensus Connector

Integrates AI Consensus into coding agents, routing decisions through three frontier AI models for independent analysis and cross-examination, returning a recommendation and strongest dissent.

Launch Engine

Agentic pipeline that transforms ideas to revenue — for solo founders and bootstrappers.

mcp-overleaf-server

Tailors LaTeX résumés, CVs, and cover letters to job descriptions by injecting truthfully-selected content from a master CV, compiling PDFs, and logging applications.

flet-mcp-server

Model Context Protocol (MCP) server that dynamically fetches and serves official Flet resources to AI agents, including documentation, controls, packages, and ecosystem components.

maple-procure

An MCP server that gives Claude access to Canada's public procurement data from CanadaBuys, enabling search for tenders, awards, and spend summaries with traceable sources. It provides five tools: search_tenders, get_tender, search_awards, summarize_spend, and export_report.

OpenProject MCP Server

An MCP server that connects Claude Desktop to your OpenProject instance, allowing you to manage projects, tasks, and time entries through natural language.

ibkr-mcp

A read-only MCP server that connects to Interactive Brokers Gateway or TWS to expose account, contract, execution, and historical-data queries over stdio.

SMNGRP05 Thief MCP Server

Runs a decentralized thief agent for a peer-to-peer cops-and-robbers game, using FastMCP to exchange moves and messages with a police agent while employing Bayesian belief and credibility-based bluffing strategies.

Joomla MCP Server

A Joomla component that turns your Joomla instance into an MCP server so you can fully manage your website with a simple prompt.

Hostodo MCP

Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped tokens and audit logs.

tplink-omada-mcp

Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites, devices, and clients, and executing arbitrary Omada API calls via natural language.

ReputeMap MCP

Enables AI agents to manage Google Business Profile reviews, including a filterable review inbox, per-location stats, and honest review-request campaigns.

aws-safe-mcp

A read-only MCP server for safe, structured investigation of AWS serverless resources, providing curated tools for tracing dependencies, permissions, and failures without exposing raw SDK access.