Discover Awesome MCP Servers

sas-score-mcp-serverjs

This MCP server enables natural language scoring with SAS Viya, allowing users to execute prebuilt SAS code, models, and job definitions seamlessly.

Runtime Copilot MCP Server

Provides an MCP-native operational interface for diagnostics, explainability, regression checks, and operational memory on data-system internals like PostgreSQL and Databricks toy engines.

AgentRisk

Pre-Trade Security & Risk Analysis Layer for Autonomous DeFi Agents on Base using x402 protocol.

LLMDotfiles MCP Server

A Model Context Protocol server that scans and exposes AI-related dotfiles and configuration files to LLM agents, helping them understand project context and guidelines.

PyAirbyte MCP Server

Generates complete PyAirbyte data pipeline code and setup instructions for moving data between 600+ Airbyte source and destination connectors or to Pandas DataFrames, using AI-powered context-aware guidance based on connector documentation.

coord-mem MCP Server

Memory-palace graph MCP server for AI agent memory, exposing memory_add / get / like / record_window / walk / retrieve / neighbors / rooms / misshelved / rehome operations over a zero-dependency, append-only, provenance-tracking knowledge graph with decay, PMI-derived adjacency, and spatial coordinates.

whykiki-anything-world-mcp

An MCP server that enables Claude and other clients to generate, animate, and search 3D models using the Anything World API.

agent-mcp

An MCP facade server that aggregates multiple downstream MCP servers and exposes them as high-level tools, using autonomous agents to handle natural-language instructions and complex multi-step operations.

wa-mcp

Self-hosted WhatsApp management over Model Context Protocol, exposing a streamable HTTP MCP endpoint with 30 tools for session/QR pairing, messaging, media storage, and optional on-CPU voice note transcription via whisper.cpp.

semantic-image-search-mcp

Enables natural language search of local photo archives using AI-powered semantic understanding, with integration into Claude Desktop via the Model Context Protocol.

ultramock-mcp

Enables AI agents to create and configure product mockups on ultramock.io using your own logged-in subscription.

uxon-ai

MCP server and Claude skills for AI agents to build landing pages, run A/B experiments, and track first-party conversions. Lets agents onboard clients, create and publish pages, manage variants, and pull performance reports via the UXON API.

Context Mode

An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

AgentMemory Offline

Provides local, project-aware memory for coding agents via MCP tools, lifecycle hooks, and a REST service, with no outbound network access.

MagentaA11y MCP Server

Provides accessibility acceptance criteria for 51 web and 42 native components from the MagentaA11y project. Enables searching, retrieving component specs, and generating accessibility documentation in multiple formats including Gherkin syntax and developer notes.

intenttext

IntentText MCP server lets AI agents parse, validate, query, diff, and render IntentText (.it) documents. It exposes 9 tools for safe parsing, workflow validation, HTML/print rendering, template merging, and round-trip source generation.

Memory Engineering MCP

Provides persistent memory and semantic code understanding for AI assistants using MongoDB Atlas Vector Search. Enables intelligent code search, memory management, and pattern detection across codebases with complete semantic context preservation.

Security Detections MCP

Enables querying and analysis of a unified database of security detection rules across multiple formats, including Sigma, Splunk, Elastic, KQL, and CrowdStrike CQL.

HubSpot MCP Server

Provides standardized access to HubSpot's CRM API for managing contacts, companies, deals, engagements, and other CRM data through comprehensive CRUD operations, batch processing, and advanced search capabilities.

MCP Enterprise Tools Server

An MCP-based enterprise tools server that exposes company knowledge search and employee database lookup as callable tools.

Glm-Vision-Mcp

A local MCP server that adds image recognition to text-only LLMs by sending images to Zhipu's free vision models, supporting local files, URLs, and base64 inputs with automatic model fallback.

Bright Data MCP

Servidor oficial de Bright Data para el Protocolo de Contexto del Modelo que permite a asistentes de IA como Claude Desktop referenciar y tomar decisiones basadas en datos web públicos en tiempo real.

Exa Websets MCP Server

Enables AI assistants to create and manage content collections, perform web searches, and enhance data using Exa AI's websets capabilities with guided workflows for research and analysis.

Frostbyte MCP

A unified MCP server providing AI agents with 40+ developer APIs including geolocation, crypto prices, DNS lookup, and web scraping. Enables natural language access to various tools through a single gateway.

Remote MCP Server Authless

A deployable Model Context Protocol server on Cloudflare Workers that operates without authentication, allowing connection to AI assistants like Claude Desktop and Cloudflare AI Playground.

Vintage

Provides point-in-time financial data access and an honest backtesting engine via MCP, enabling users to research restated fundamentals, run backtests with deflated Sharpe metrics, and benchmark returns against published factors.

Nexus-MCP

A fully local, open-source MCP server that replaces Azure AI Foundry, enabling model management, inference, evaluation, and RAG using Ollama without any cloud dependencies.

ComplianceIQ MCP Server

Generates professional compliance documents like privacy policies and terms of service directly from AI tools. Supports multiple document types and export formats with API integration.

PubChem MCP Server

Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.