Discover Awesome MCP Servers

Python MCP Cat Facts

A FastAPI server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) transport to provide random cat facts on demand or as a continuous stream.

cribl-mcp

This server acts as a MCP bridge to interact with the Cribl REST API. It allows AI models or other MCP clients to query and manage Cribl configurations.

Obsidian MCP Local

Enables AI assistants to search, read, create, and modify Markdown notes in local Obsidian vaults directly through filesystem operations. Supports tag-based discovery and frontmatter parsing without requiring Obsidian to be open, facilitating integration with VS Code Copilot via stdio transport.

opa-mcp-server

MCP server for Open Policy Agent (OPA) and the Rego policy language. Wraps the OPA CLI and Regal linter with 32 tools for authoring, evaluating, and debugging Rego policies through any MCP-compatible client.

MCP Server Starter

A production-ready template for building Model Context Protocol servers with TypeScript, featuring Bun for fast development, Biome for linting, and an organized structure for creating MCP tools.

cctx-mcp

An MCP server that provides structure-aware code analysis (symbol trees, dependencies, docs) to reduce AI agent token consumption by up to 99%, along with Git commit intelligence.

OpenTTT-MCP

MCP Server for OpenTTT — Proof of Time tools for AI agents AI Agent A and Agent B both trigger a payment at the same time. Who was first? OpenTTT answers this with cryptographic Proof of Time — synthesized from multiple independent time sources, verified through GRG integrity shards, and signed with Ed25519 for non-repudiation.

Excel Online MCP Server by CData

Excel Online MCP Server by CData

Obsidian Nexus

Connects Claude Desktop to Obsidian vaults to enable reading, writing, searching, and intelligent organization of markdown notes. It features pre-configured structures for personal and family data management through natural conversation.

Eldora UI MCP Server

Enables integration with Eldora UI component library, providing access to UI components including animations, text effects, buttons, backgrounds, and device mockups through natural language requests.

Gen3 MCP Server

A Model Context Protocol (MCP) server for interacting with Gen3 data commons, with GraphQL query validation to reduce hallucinations.

cortex

Cortex is a Claude Code plugin that gives Claude persistent memory across sessions. A background miner extracts durable lessons (decisions, conventions, bug fixes, preferences) from your completed sessions, stores them as markdown in an Obsidian vault, and automatically surfaces relevant ones at the start of each new session via a query-tailored briefing.

Chroma MCP Server

Enables LLMs to perform semantic search and document management using ChromaDB, supporting natural language queries with intuitive similarity metrics for retrieval augmented generation applications.

Advanced Cognitive MCP Server

Enables complex problem-solving through multi-modal reasoning, dynamic knowledge graphs, meta-cognitive reflection, and collaborative AI personas.

MCP DevOps Hub

엔드 투 엔드 개발 가시성을 위한 MCP 서버 (Jira, GitHub, CI/CD 등)

MCP Swagger Server

Swagger/OpenAPI 문서를 제공하고 명세에 기반하여 API 요청을 수행할 수 있도록 하는 MCP 서버

SoManyLemons MCP

AI-powered content marketing MCP server for creating branded video reels, LinkedIn posts, image quotes, and more via the /lemons command.

ServiceTitan MCP Server

An MCP server that allows AI assistants to interact with the ServiceTitan API, requiring client credentials for authentication.

ai-compliance-monitor

Maps AI agent behavior to regulatory obligations across EU AI Act, Singapore IMDA Agentic AI Framework, and Colorado AI Act. Checks compliance status and generates regulatory reports.

Metabase MCP

Connect AI assistants to your Metabase analytics platform. Access dashboards, execute queries, and retrieve data seamlessly through conversational interfaces. Enhance your analytics experience with structured data access and robust error handling.

Groww MCP

Enable seamless integration of Groww platform data and tools with language models to enhance financial decision-making and automation. Provide access to Groww-specific resources, execute financial operations, and utilize predefined prompts for investment workflows. Simplify interaction with Groww se

mcp-video-analyzer

MCP server for video analysis — extracts transcripts, key frames with OCR, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

Memory MCP

A Model Context Protocol server that allows saving, retrieving, adding, and clearing memories from LLM conversations with MongoDB persistence.

Perceptron Vision MCP Server

A vision MCP server that gives MCP-compatible agents direct access to Perceptron's Isaac model family for visual question answering, captioning, OCR, and object detection over images and videos.

postgres-mcp-query-tool

An MCP server that gives an AI agent scoped, safe access to your Postgres databases with per-connection access control, row caps, timeouts, and defense-in-depth read-only enforcement.

Agent Knowledge MCP

Complete knowledge management for AI assistants with Elasticsearch search and document management.

Weather Chat Assistant

A modern chat interface that provides real-time weather information and forecasts for any location worldwide using the Model Context Protocol (MCP).

Calculator MCP Server

타입스크립트를 사용하는 포괄적인 계산기 MCP 서버

Mailchimp MCP Server

A Model Context Protocol server that provides read-only access to Mailchimp's Marketing API for comprehensive email marketing data retrieval.