Discover Awesome MCP Servers

akshare-mcp

MCP server that wraps AKShare's 1000+ financial data functions, enabling LLMs to query Chinese stock, macro, futures, fund, bond, option, forex, and alternative data through standardized tools.

agoya

File-backed Memory MCP Server for multi-agent coordination, enabling AI coding agents to persistently store and search memories using JSON files without external services.

upwork-mcp

Connects AI agents to Upwork's GraphQL API, enabling job discovery, proposal management, profile tracking, and analytics.

burnish-example-server

Showcase MCP server for the Burnish Explorer — 34 tools across a fictional consulting company (projects, clients, team members, tasks, incidents, orders) that demonstrate every rendering path: cards, tables, charts, stat bars, pipelines, and multi-section dashboards. Install with npx burnish -- npx -y @burnishdev/example-server.

hockey-card-analyst

Interprets advanced hockey player cards to translate metrics into plain-language assessments, supporting player evaluation, claim verification, and player comparisons with deterministic rules.

pebble-mcp

An MCP server for the Pebble smartwatch ecosystem, offering appstore search, a 64-color design toolkit, and build-emulator-screenshot development workflows as typed tools.

personal-timesheet-mcp

MCP server providing CRUD operations for timesheet management via REST API endpoints, enabling creation, reading, updating, and deletion of timesheet entries along with project management.

Memex

Enables searching and retrieving Claude Code conversation history that would otherwise expire after 30 days. Supports full-text search, semantic search, and session management with automatic backup of all conversations.

MCP Filesystem Assistant

An AI-powered file manager that enables natural language filesystem operations including reading, writing, organizing, and managing files within a secure sandboxed workspace through a web interface.

go-stock-mcp

Provides read-only access to Chinese A-share stock market data such as quotes, K-lines, financials, capital flows, news, and research reports via a stdio MCP server for DeepSeek Harness and other MCP clients.

SEFAZ MG: Débitos de IPVA

MCP server to consult IPVA (vehicle property tax) debts from SEFAZ MG (Minas Gerais state). It offers a read-only tool that queries official debt data, hosted on a pay-per-query basis.

mcp-simple-server

Provides basic tools for echoing messages, adding numbers, and getting the current timestamp.

claude-context

Enables Claude to index and retrieve context from codebases using self-hosted Milvus for semantic search, with hardened reliability and security for production use.

SQL MCP Server

Enables read-only interaction with SQL databases through MCP, providing database metadata exploration, sample data retrieval, and secure query execution. Supports MySQL with multiple transport options and built-in security features including SQL injection protection and data sanitization.

trackio-mcp

An MCP server that enables AI agents to observe and interact with trackio experiment tracking, providing tools for managing ML experiments through natural language.

redmine-mcp

MCP server that provides access to the Redmine REST API, enabling issue tracking, project management, and more through natural language.

hevy-mcp

MCP server for the Hevy workout tracker API that allows reading and writing workouts, routines, exercise templates, and body measurements.

sparksheets

Enables AI-powered document platform integration for Claude Code, Cursor, and Cline, providing session management, knowledge base, usage tracking, sheet operations, and Spark AI features.

google-ads-mcp-cloudflare

Read-only MCP server that connects Google Ads to Claude via Cloudflare Workers, supporting account/campaign/ad reports, keywords, search terms, and GAQL queries with OAuth 2.1 authentication.

SEFAZ AP: Certidão Negativa de Débitos

Consulta certidões negativas de débitos da SEFAZ AP em fonte oficial, com uma ferramenta somente leitura para agentes de IA via MCP.

parlament-mcp

An MCP server connecting AI models to the Swiss Federal Parliament via the Curia Vista OData API, enabling queries of motions, votes, members, sessions, and debate transcripts without authentication.

MCP Dual-Cycle Reasoner

A Model Context Protocol server that empowers AI agents with metacognitive monitoring to detect reasoning loops and provide intelligent recovery using case-based reasoning and statistical analysis.

fe

Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edge, PageSpeed, and audit insights across all your websites as tools.

MCP Sandbox

Automatically converts JavaScript modules into MCP-compatible servers, making any JavaScript function accessible to AI systems through secure sandboxing with automatic type inference.

pulsefeed-x402-mcp

Before an AI agent pays an x402 endpoint, checks whether it's safe to pay: liveness, scam/anomaly scan (payTo hijack, bait-and-switch, honeypot), and on-chain receiver verification. ~70% of x402 endpoints are dead or scams.

webots-mcp

An MCP server that gives AI agents full control and observability of the Webots robot simulator, enabling launch and monitoring of simulations, reinforcement learning training, model evaluation, and interactive scene manipulation.

operandi-mcp

Enables agents to identify appliances and retrieve grounded, robot-executable operation packages, reducing hallucinations from 24% to nearly 0%.

Cerebrito MCP Server

MCP server that exposes the knowledge base of the Cumplimiento Digital project, allowing AI agents to query KB entries, project status, endpoints, and glossary via MCP tools.

EdgeOne Geo Location MCP Server

Enables AI models to retrieve user geolocation information using EdgeOne Pages Functions through the Model Context Protocol, providing location data in JSON format for context-aware applications.

Google Search MCP Server

Provides advanced Google Custom Search functionality, web content extraction, and specialized research tools such as search analytics, multi-site search, and fact checking. Works as an MCP server compatible with any MCP client.