Discover Awesome MCP Servers

elsevier-mcp

MCP server for Elsevier Developer APIs, providing access to Scopus, ScienceDirect, and other academic databases with tools for search and retrieval.

commonlands-mcp

Enables lens selection, field of view calculation, Shopify product truth verification, and cart handling for Commonlands precision optics.

SAM

Intelligent AI memory management system with ML auto-triggers that automatically saves and retrieves information across AI platforms without manual intervention.

SSB MCP Server

Provides comprehensive access to SQL Stream Builder (SSB) functionality with 80+ MCP tools for managing streams, jobs, tables, and real-time data processing. Supports both standalone SSB deployments and Cloudera Data Platform with multiple authentication methods.

ros2-mcp

ROS2 MCP server that bridges AI agents (Claude Code, OpenClaw, Cursor) to ROS2, allowing them to read topics, call services, control robots, and wrap telemetry into verifiable hash-chained proof bundles.

openpulsechain

PulseChain on-chain analytics for AI agents. 20 tools: token safety scores (0-100, A-F), honeypot detection, whale tracking, smart money feed, scam alerts, DEX volume, bridge stats, holder leagues. 11 free + 9 pro with API key.

searchts

Enables AI agents to read any URL by using an escalating open-source unlocker to bypass common bot walls, returning clean Markdown content.

FLUX MCP Server

Exposes Replicate's FLUX image generation models to Claude, enabling text-to-image generation, image variations, inpainting, and edge-guided creation with 6 different FLUX models.

secretsminter

A self-hosted MCP server that mints, places, and rotates cloud secrets (e.g., Cloudflare, GitHub, Supabase) without exposing secret values to the agent, using a signed destination allow-list and self-maintaining rotation.

Gemini RAG MCP Server

Enables creation and querying of knowledge bases using Google's Gemini API File Search feature, allowing AI applications to upload documents and retrieve information through RAG (Retrieval-Augmented Generation).

dotdog

Enables AI agents to query and traverse spec genomes via MCP tools, providing structured access to entities, relationships, and graph data.

Nutrition By Api Ninjas MCP Server

Provides access to the Nutrition By Api Ninjas API to extract detailed nutritional information from natural language food queries. It enables users to retrieve data such as calories, vitamins, and macros from text descriptions of meals.

PocketBase MCP Server

Enables MCP-compatible applications to directly interact with PocketBase databases for collection management, record operations, schema generation, and data analysis.

cron-mcp

Enables scheduling prompts with cron expressions and receiving webhook POSTs to callback URLs.

Anaconda MCP

Exposes conda environment management tools to MCP-enabled AI coding assistants, enabling them to create, modify, and delete environments and packages on your machine.

legal-mcp

Enables US case law search, citation parsing, practice management via Clio, and federal court filings through PACER.

IndiaQuant MCP Server

Provides real-time Indian stock market analysis, including live price tracking, technical indicators, and options Greeks calculations for NSE/BSE securities. It also enables news-based sentiment analysis, market scanning for NIFTY 50 stocks, and virtual portfolio management.

Apple Health Shortcuts MCP

Enables AI to read-only access Apple Health data (current status, sleep, trends) via a Cloudflare-deployed MCP server, using iPhone shortcuts to sync data.

MCSManager MCP Server

Enables management of Minecraft servers through the MCSManager API. Supports executing server commands, checking player status, retrieving server information, and controlling game settings like weather.

MCP X++ Server

A Model Context Protocol server for Microsoft Dynamics 365 Finance & Operations development, enabling object creation, modification, deletion, and inspection through MCP clients. It integrates with VS2022 and provides specialized form creation and safe object deletion features.

Publer Gateway MCP

One safe MCP doorway into every Publer workspace you manage. It provides workspace-aware social scheduling tools with preview and explicit approval workflows for teams managing multiple brands or clients.

Claimify

Extracts verifiable, decontextualized factual claims from text using a research-based four-stage pipeline (sentence splitting, selection, disambiguation, and decomposition). Integrates with MCP clients to enable claim extraction and verification workflows.

AutoCAD Electrical MCP

MCP server and web dashboard for controlling AutoCAD Electrical 2027 via natural language, supporting MCC configurator and multiple AI backends like Claude, Ollama, or OpenAI-compatible models.

Memos MCP Server

一个用于 Memos API 的模型上下文协议 (MCP) 服务器，具备搜索、创建、检索和标签列表功能。

mcp-security-compliance

Integrates authoritative security compliance frameworks (ISO 27001, NIST 800-53, OWASP ASVS, NIST SSDF) into AI-assisted development, offering control lookups, cross-framework mappings, build-time guardrails, and automated audit evidence generation.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

Postmark MCP Server

Enables sending and managing emails via Postmark, including email delivery with templates, template listing, and delivery statistics.

Yomiracle

Host MCP Servers

ai-search-audit

Enables auditing AI search visibility: checks site readiness for AI crawlers and measures whether ChatGPT, Gemini, and Perplexity recommend your site, including verbatim answers and citation gap analysis.

remote-mcp-server-authless

Deploy a stateless remote MCP server on Cloudflare Workers without authentication, enabling tool calls via MCP protocol.