Discover Awesome MCP Servers

gemini-image-mcp

MCP server that generates images using Gemini models via an OpenAI-compatible gateway.

GitHub Activity MCP Server

Enables AI assistants to search and inspect code repositories, manage issues and pull requests, and analyze user contributions.

chrome-devtools-mcp

MCP server that lets coding agents control and inspect live Chrome browsers, providing full Chrome DevTools capabilities for automation, debugging, and performance analysis.

Claude Context MCP

Enables AI assistants to index and search codebases using semantic search powered by multiple embedding providers (OpenAI, VoyageAI, Gemini, Ollama) and vector database storage.

ContextStream MCP Server

Provides AI assistants with persistent memory and code intelligence across all tools and conversations. Features semantic search, knowledge graphs, decision tracking, and impact analysis with 60+ tools for universal context preservation.

trackerfitness729-jpg/sitelauncher-mcp-server

You can pay 1 USDC and launch a .xyz subdomain, or 10 USDC and launch a fully hosted .xyz website.

mcp-notes-tools

Enables searching, reading, and appending change notes in an Obsidian vault through local MCP tools.

GitHub MCP Server

Provides comprehensive GitHub pull request data including comments, labels, CI/CD status, and more, with support for pagination and filtering.

MCP Feedback Server

Enables agents to request and receive user feedback during task execution through a terminal-based interactive feedback system.

docx-mcp-server

Enables natural language interaction with local .docx files, allowing users to find, read, search, and summarize Word documents using friendly names and location hints.

mssql-mcp

Enables AI assistants to interact with MSSQL databases through natural language, supporting CRUD operations and schema management.

bim-electrical-mcp

MCP server for processing electrical BIM data from DXF and JSON files, sanitizing and storing it in Supabase, and enabling AI-powered querying through a conversational assistant.

web-search-mcp

Provides web search and page fetch capabilities using a browser-based approach, enabling LLMs to search DuckDuckGo, Google, or Yandex and retrieve rendered HTML from URLs.

identity-storage-mcp

Provides persistent, inspectable memory storage for AI agents using SQLite. Agents can store, recall, and search memories across sessions via three MCP tools.

cloud-audit

Open-source AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server. 47 checks across 15 AWS services. Every finding includes copy-paste remediation (CLI + Terraform) and a dollar-risk estimate with verified source. First free standalone AWS security MCP server - Prowler and Wiz require paid SaaS.

gdrive-rag-mcp

Enables Google# MyData from (JSON (server name is

IBM Sales Guidance MCP Server

Enables Bob to ask questions to IBM AskSales, search playbooks and competitive intel, generate client roadmaps, and check Watson + AskSales connectivity status.

Promptibus MCP

Provides AI agents with structured knowledge about 67+ generative AI models, including model recommendations, prompt formatting, parameter guidance, and validation. It acts as a prompt engineering co-pilot that helps agents use their existing tools more effectively.

JayOfemi/shikamaru

Deterministic day-count and accrued-interest engine. Six ISDA/ICMA conventions, proven exact against QuantLib over 3,600 date pairs. Stops the AI guessing your interest math.

Initia MCP

Enables interaction with the Initia blockchain ecosystem across L1 and L2 rollups, supporting MiniEVM, MiniMove, and MiniWasm environments. Users can query chain state, manage assets, and execute transactions through LLM agents or an integrated CLI.

FOFA Quake Hunter MCP Server

An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyberspace mapping platforms for asset discovery and security research. It supports natural language parameter configuration and provides comprehensive search tools for retrieving IP, port, and domain data.

MG6 MCP Server

Next.js MCP server with Streamable HTTP, deployable to Vercel, providing tools for greeting, calculation, geocoding, weather, and image generation via HuggingFace tokens.

mlops-mcp-server

Enables AI assistants to perform MLOps workflows such as experiment tracking, model registry, dataset management, pipeline orchestration, and data lineage by wrapping DVC, MLflow, and Git.

Coppermind

Enables AI assistants to design PCBs in KiCAD through natural language, with transactional preview-verify-commit workflow, undo/redo, and an engineering knowledge base.

SAP OData to MCP Server

Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities.

Coolify MCP Server

Enables AI assistants to interact with Coolify for complete infrastructure management including applications, databases, servers, deployments, and team operations. Provides 100% API coverage with 64 tools for managing the entire Coolify ecosystem through natural language.

rag-retriever-mcp

A local-first document retrieval engine that mounts as an MCP tool for agents to index files, search for relevant passages, and let the agent's own LLM answer.

MCP Practice

A Model Context Protocol (MCP) server that demonstrates how to build and implement custom tools for Claude using the mcp-framework.

fsext-mcp-server-python

A full-featured secure MCP server for local file system operations, with built-in image processing, OCR and media tools. Fully compliant with the official Model Context Protocol specification, offering standardized request/response schemas, large-file streaming I/O, multi-transport remote deployment, and comprehensive text search & replace functionality for LLM agent integration.

Notes RAG MCP Server

Enables semantic search over personal markdown notes by indexing them into a vector database and exposing search, reindex, and status tools via MCP.