Discover Awesome MCP Servers

memory-mcp-server

Bridges Claude Code and Claude.ai by exposing project memory files over MCP for shared context across both interfaces.

Mem0 Memory MCP Server

Enables AI agents to store and retrieve memories with user-specific context using Mem0, allowing them to maintain conversation history and make informed decisions based on past interactions.

MCP4Meme

Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem, including bonding curve progress, market data, and trader analysis. It enables users to discover trending tokens and monitor real-time trading activity using Bitquery API data.

RAGStack-Lambda

Serverless document and media processing with AI chat. Upload documents, images, video, and audio — extract text with OCR or transcription — query using Amazon Bedrock.

amem

Provides persistent memory for AI coding tools, allowing them to remember corrections, decisions, and preferences across sessions and different tools.

Smart Cities MCP Server

Enables AI agents to interact with IoT device data from a smart city, including public lighting, water, and gas meters. Supports querying and management via the Model Context Protocol.

Oracle EPM Cloud MCP Server

Connect AI agents to Oracle EPM Cloud (Planning, PBCS, EPBCS) via REST APIs. Automate month-end close, run business rules, manage substitution variables, refresh databases, export data slices, and monitor job status through natural language. Built by Fred Mamadjanov, Oracle ACE and EPM Solution Architect.

ph-civic-data-mcp

An MCP server providing real-time access to Philippine government data including earthquakes, weather, typhoons, procurement, population, and air quality. It enables AI agents to query multiple official Philippine data sources through a unified interface for research and analysis purposes.

addsign-mcp

Enables AI assistants to send documents for e-signature, track signing status, remind pending signers, and download signed PDFs with audit-trail hashes via the AddSign API.

rhc-mcp

Enables AI agents to read Robinhood Chain stock-token positions, quote swaps, and execute swaps through the Model Context Protocol, bridging on-chain assets that Robinhood's own off-chain MCP cannot reach.

Pressroom MCP Server

Enables headless execution of the full Pressroom pipeline via MCP, including scouting, generating, auditing, publishing content, and managing SEO, analytics, and team workflows through natural language prompts.

klipper-docs-mcp

Provides local search and git-synced access to Klipper 3D printer documentation.

@tarasrushchak/jira-mcp-server

MCP server for Jira and Confluence integration with 32 tools for managing tickets, sprints, boards, worklogs, and Confluence pages.

MCP OpenFoodTox

Enables natural language querying of EFSA's OpenFoodTox database containing 8,006 chemical substances with toxicity data, safety assessments, risk limits, and genotoxicity studies for food additives, pesticides, and contaminants.

fundgraph

An MCP server that gives investment teams an entity-resolved knowledge graph of people and organizations, enabling graph-based retrieval like warm introductions and relationship analysis from scattered data sources.

@scriptivox/mcp-server

Enables AI assistants to transcribe audio and video from URLs or local files with high accuracy, speaker diarization, 119 languages, and word-level timestamps, while also supporting transcription management and caption export in SRT, WebVTT, or plain text.

RISEN Prompt Engineering MCP Tool

A Model Context Protocol server that helps users create, validate, and optimize AI prompts using the RISEN framework (Role, Instructions, Steps, Expectations, Narrowing).

ed-mcp

An ed(1)-inspired MCP server that provides a single-character command protocol for managing Git repositories, GitHub actions, and Fravia web searches. It is optimized to minimize LLM token usage while performing version control and search tasks through concise POSIX shell scripts.

Weather MCP Server

Provides current weather conditions, multi-day forecasts, and location search capabilities through integration with weather APIs, enabling natural language weather queries and comparisons.

intelligence-hub

A Multi-Domain Private Intelligence Hub that routes user queries to the best local Ollama model and uses a local vector DB (ChromaDB) for RAG. Everything runs on your machine.

deprecation-mcp

An MCP server that checks whether a vendor API or SDK is active, deprecated, or sunset, using a curated dataset. Enables agents to verify deprecation status before upgrade/maintenance work.

Miro MCP server

Enables interaction with Miro boards via MCP tools, supporting listing items, creating stickies, frames, shapes, connectors, and manipulating mind maps.

Argus

Argus is an Arm-native, MCP-enabled diagnostic and optimization platform for ROS 2 that bridges the gap between Arm hardware capabilities and ROS 2 deployment decisions. It enables AI agents to profile hardware, assess ROS 2 tiers, and generate optimized configurations.

Dali MCP

An MCP server that scores, enhances, and analyzes prompts for AI video and image generation models to prevent token waste on poor prompts.

carkeeper-mcp

Enables ChatGPT to run live CarKeeper vehicle checks, full purchase analyses, and multi-car comparisons using real report data, with optional paid report checkout tools.

Video MCP Server

Bridges Claude and video content by extracting keyframes and transcribing audio, enabling Claude to analyze video files.

crw-mcp

Web scraping, crawling, and structured data extraction for AI agents. 5 tools: scrape (clean markdown from any URL), crawl (entire sites), map (discover URLs), extract (structured JSON), and search. 833ms avg latency, single binary, self-hostable.

Testing Farm MCP Server

Analyzes Testing Farm jobs, checks job status, and investigates failures with detailed error information.