Discover Awesome MCP Servers

Echo Memory

A long-horizon memory architecture for AI agents, providing a scalable, graph-based memory with causal typing and an MCP interface.

machinegrade-validate

Validates AI-generated artifacts (JSON, API responses, SQL) against a contract and returns a verdict.

Rally MCP Server

Enables AI assistants to retrieve Rally work items by FormattedID using HTTP Basic Authentication.

OwnerRez MCP Server

Connects OwnerRez property management data to MCP clients, enabling natural-language queries about bookings, check-ins, guest messaging, expenses, and webhooks.

Document Search MCP Server

A local MCP server providing read-only access to documents like Word, PDF, Excel, and images, with file listing, reading, and metadata extraction.

TolstoyMCP

Tolstoy MCP for AI-native ecommerce brands: Studio generates marketing videos and images, Library manages your media library, shoppable widgets, and ads, and Shopper searches products across brand stores with virtual try-on.

MCP Server

A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.

Jij MCP Server

A server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.

My MCP Server

A template for deploying and monetizing MCP servers on Apify, supporting stdio and streamable HTTP transports with authentication and pay-per-event billing.

govtenders-mcp

MCP server for searching government tenders from CanadaBuys and SAM.gov with free stats and paid search, latest, and AI matching tools using x402 micropayments.

Safe Hands

An MCP server that governs AI agent commands to physical robot arms, enforcing Asimov's Three Laws through Cedar authorization policies to prevent unsafe actions.

veto

Veto MCP — gives every major AI CLI (Claude Code, Codex, Gemini, Cursor, Windsurf) a council of 49 specialist agents + 93 tools. Deterministic-first, self-learning, no API keys.

ryogena-pubmed-mcp

Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, exploring citation graphs, and finding author publications without requiring an API key.

nf-core MCP Server

Permite que os usuários gerenciem e naveguem em repositórios de pipelines de bioinformática nf-core, permitindo operações de listagem, pesquisa e exploração em configurações de pipeline, fluxos de trabalho e módulos.

LinkedIn Job Scraper MCP Server

Enables AI assistants to search, filter, and extract job listings from LinkedIn using an automated headless browser with semantic AI filtering and deduplication.

Soccer V3 Scores MCP Server

An MCP server that enables agents to interact with soccer data including scores, matches, players, and teams using the sportsdata.io Soccer V3 Scores API.

gh-mcp

Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.

EndpointRead-MCP

A read-only MCP server for Microsoft Intune and Entra ID that enables list, get, search, and reporting operations for tenant visibility, audits, troubleshooting, and health reporting without write actions. It includes authentication helpers, report exports, and metadata discovery tools.

Rossum MCP Server

A Model Context Protocol server that provides AI agents with read-only access to Rossum API resources (queues, schemas, hooks, workspaces) for analysis purposes.

SeleniumBase MCP Server

Enables MCP clients like Claude Desktop and Claude Code to drive a real browser with SeleniumBase automation. Offers three variants: WebDriver-based general automation, Pure CDP Mode for bot-detection bypass, and a broad SB() API with MFA and downloads.

openstack-mcp

Enables AI assistants to inspect and manage OpenStack clouds, including listing instances, checking quotas, and retrieving console logs. It supports opt-in write operations for creating and deleting servers, with a read-only default.

Zoom Search

MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.

toggle-brain MCP Server

Exposes the Toggle Brain knowledge base, prompt templates, and executable scripts to any MCP-compatible AI assistant.

DNS MCP Server

A comprehensive DNS query server that enables querying all types of DNS records, including A, AAAA, MX, TXT, NS, CNAME, SOA, PTR, SRV, CAA, and DNSSEC checks, as well as advanced tools like WHOIS-style lookup and DNS delegation tracing.

Fusion360 MCP Server

Connects AI coding agents to Autodesk Fusion 360 for CAD automation, enabling natural language control over sketching, 3D modeling, and CAM operations. It uses a Python-based bridge and a custom add-in to execute over 80 tools ranging from simple geometry creation to complex assembly and parameter management.

swarmskills

A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 tools for discovering, installing, enabling, and syncing skills in mid-session.

Floyd

Scheduling and booking engine for AI agents. Check availability, hold slots, and confirm appointments with two-phase booking and conflict-free resource management.

Purple AI MCP Server

Enables read-only access to SentinelOne's platform through MCP, allowing security investigations, threat hunting, and asset inventory queries via natural language.

graphql-mcp-server

Automatically generates MCP tools from any GraphQL API by introspecting its schema, supporting queries, mutations, and authentication.