Discover Awesome MCP Servers

Oracle DB MCP Server

Enables AI tools to interact with Oracle databases through query execution, schema browsing, stored procedure calls, and transaction management. Supports multiple database connections with safety features like read-only mode and dangerous query detection.

qwen-omni-mcp

Enables Claude Code and other AI agents to understand videos and images via Qwen3.7-Plus, supporting native video analysis, image understanding, and convenience tools like summarization and OCR.

hermes-fleet-mcp

MCP server that routes Docker operations across a fleet of Docker hosts via the Scotty API.

MCP SSE Server POC

Enables creating and managing MCP server configurations with SSE streaming endpoints via a UI, deployable on Render with zero infrastructure.

MealCP MCP

Enables searching grocery product catalogs with faceted filters and retrieving price history statistics via the MealCP grocery price API.

asr-mcp

MCP server for local speech-to-text using Whisper Large V3 (MLX), enabling audio transcription with text/timestamps/SRT output and LLM-based correction, all running offline on Apple Silicon.

agentsync-remote

Enables claude.ai on your phone to act as a peer in the agentsync coordination mesh, using GitHub contents API instead of git to read and update claims.json. Provides tools for surveying, claiming, conflict-checking, updating status, releasing, history, and mailbox notes.

pi-cli-mcp

Delegates coding tasks to your locally installed pi CLI, inheriting providers, models, and extensions, with persistent sessions and cancellable calls.

near-intent-swaps

MCP server enabling AI agents to perform cross-chain token swaps through NEAR's intent-based architecture using the Defuse Protocol, with token discovery, quote retrieval, swap execution, and status tracking.

mocoVoice MCP Server

Enables transcription of audio and video files using mocoVoice API, allowing users to start transcription jobs and retrieve results directly from Claude Desktop.

QA Touch MCP Server

Official MCP server for QA Touch, enabling AI assistants to manage test cases, defects, test runs, and more via natural language.

tafel

MCP server that lets Claude Code create explainer videos from plain English requests by writing and rendering manim animations locally, then publishing the result as a shareable artifact.

asset-health-mcp

Provides data-quality validation and anomaly scoring tools so an AI agent can decide whether to dispatch a field technician, while refusing to act on untrusted data.

Cortex MCP Server

Provides persistent memory and task management for coding agents via MCP tools, enabling mid-session recall and capture of durable knowledge.

mcp-web-search

Provides web search and page fetching capabilities via Serper.dev or DuckDuckGo, deployable on Render with SSE transport.

nexus-exchange-mcp

An MCP server that exposes the Nexus Exchange API as tools an AI agent can call to read market data and place trades.

directory-indexer

Provides AI assistants with semantic search and read access to local files and directories, enabling knowledge retrieval from indexed content.

Excel Analytics MCP Server

Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.

rag-rat

Local repo-intelligence MCP for coding agents: indexes source, symbols, call graphs, git/GitHub history, and source-bound repo memories into local database.

memory-mcp-server

Gives any AI tool persistent, searchable memory across sessions using hybrid semantic and keyword search, running 100% locally with no API keys or cloud dependencies.

mcp-whatsapp

MCP server that connects AI agents to WhatsApp using the multi-device API, enabling messaging, group management, and more as a regular user.

wrmmax-criativo-mcp

Enables an AI assistant to generate and edit brand-compliant marketing images through MCP tools, including creating visuals from prompts, modifying reference photos, and refining results based on prior output.

obsidian-mcp

Exposes an Obsidian vault with full-text and semantic search, and Anki-style spaced repetition active recall.

EDT Unicaen MCP Server

Enables querying University of Caen (Unicaen) schedule data to find next classes for professors, students, or rooms and check room availability. Integrates with ADE scheduling system to provide real-time schedule information through natural language queries.

rosetta

Enables translation of Excel files using Claude AI while preserving formatting, formulas, and data integrity.

Claude MCP Custom Tools Server

Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wikipedia, ArXiv, and simulated Airbnb searches via MCP.

mcp-arcgis-eagan

Enables querying and exploring City of Eagan open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, supporting dataset search, layer query, and schema inspection through natural language.

Interactive Brokers MCP Server

Provides tools for interacting with Interactive Brokers Gateway to access market data, account summaries, and portfolio positions. It enables users to perform contract lookups, retrieve historical OHLCV bars, and view real-time quotes through natural language interfaces.

Snippets MCP

Enables storing, searching, and managing code snippets using hybrid semantic search and keyword matching with automatic language detection and tag-based organization.

retail-ops-mcp-kit

Provides four MCP servers for retail/CPG operations (ERP, supplier network, email, spreadsheet) with a staged-write safety model that requires human approval for all mutations.