Discover Awesome MCP Servers

puregym-mcp

Enables browsing PureGym centers, discovering classes, and managing bookings in Denmark via MCP clients.

mcp-json-reader

MCP server for reading, querying, and filtering local JSON files with extended JSONPath syntax, supporting sorting, aggregations, and complex conditions.

cc98-mcp

cc98-mcp enables AI assistants to search, read, and aggregate posts from the Zhejiang University campus forum CC98, using official read-only API tools.

universal-memory-mcp

Provides any AI CLI tool with long-term memory using a three-tier architecture (sensory, short-term, long-term) for cross-session persistence, fully local and private.

poly-cloud-mcp

Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure, and DigitalOcean by wrapping their CLI tools.

Swedish Law MCP

Enables querying Swedish statutes, provisions, case law, preparatory works, and EU law cross-references from any MCP-compatible client.

vigia-edgar

An always-on engine that watches SEC EDGAR for insider trading (Form 4) and material event (8-K) filings, alerting users through AI agents via MCP tools.

Claude Imagine

A visual UI builder that enables Claude to create and update web interfaces in real-time by sending HTML updates to a browser through an MCP server with WebSocket communication.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

jobfinder-mcp

Enables searching job listings, tracking applications, managing resumes, and tailoring resumes to job posts, all locally via MCP.

mymlh-mcp-server

Enables AI assistants to securely access MyMLH user profiles, education, employment history, and other data via OAuth-authenticated HTTP.

Yield Agentic Hub

Policy-gated MCP execution for AI agents—ShadeGuard, x402, signed receipts, no custody. 16 tools, 18 chains.

kube-mcp-operator

Exposes Kubernetes microservice APIs as MCP services by injecting a sidecar into annotated deployments.

Cloudflare Playwright MCP

A server that leverages Playwright for automated browser testing and integrates with Cloudflare Workers, enabling AI assistants to control web browsers for navigation, interaction, and screenshots.

sap-b1-hana-mcp

Enables querying SAP Business One HANA databases through direct SQL, including read-only safeguards and tools for inspecting schemas, tables, and table structures.

Portal da Transparência: Convênios e Acordos MCP Server

Read-only MCP server for querying official Brazilian government data on agreements (convênios) from Portal da Transparência, with pay-per-use pricing and no platform credentials required.

material-web-mcp

Provides programmatic access to Material Web documentation and components for AI agents, enabling documentation search, template generation, and HTML validation.

Morrow Desk MCP Server

Enables operators to manage support desk operations, including case queues, customer relationships, and communications, through an agent-first MCP interface with exact lifecycle and authorization controls.

Filesystem MCP Server

Provides MCP tools for reading, listing, writing, searching, watching, and batch-processing files, enabling automated file management and resume matching workflows.

crypto-reverse-mcp

A Model Context Protocol (MCP) server that detects cryptographic algorithms, identifies obfuscation, reconstructs standalone implementations, generates SDKs, and bypasses anti-debugging.

mcp-osv-dev

MCP server for querying Google's Open Source Vulnerabilities (OSV) database. Enables vulnerability lookups by package, version, commit, or ID using natural language via Pipeworx gateway.

KappaML MCP Server

Exposes the KappaML API as tools for AI assistants, enabling user management, model operations, predictions, learning, forecasting, metrics, and checkpoint management.

mysql-mcp-server

Enables natural language interaction with MySQL databases through MCP, supporting SQL execution, schema exploration, and database management via tools, resources, and prompts.

SEFAZ TO: Certidão Negativa de Débitos

Provides a read-only MCP tool to consult official SEFAZ TO negative debt certificates via a hosted, prepaid API.

Tripo CN MCP Server

Integrates Tripo China's 3D AI generation capabilities into the MCP ecosystem, enabling AI agents to create 3D models from text or images, manage tasks, and perform animation pipelines.

TrackLab MCP Ultimate Edition

Turns any AI assistant into a physiological AI running coach by abstracting fitness APIs and exposing 70+ structured analytical MCP tools based on endurance models.

CodeSense MCP

Provides semantic code intelligence to help users search, navigate, and analyze entire codebases using plain English. It enables Claude to perform architectural overviews, bug detection, and refactor suggestions through local semantic search and keyword indexing.

quickwit-mcp

A read-only MCP server that exposes Quickwit log search and aggregations to LLM clients, enabling natural language log investigation.

Brain-MCP

Provides AI with persistent memory management including short-term memory (FIFO queue), long-term memory (graph-based storage with associations), and thought process management with multiple cognitive modes for continuous learning and reasoning.