Awesome Mcp Servers

Data Analysis With Vibes

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

Fast, opinionated AWS security scanner. Curated checks. Zero noise. Copy-paste fixes.

A Model Context Protocol Server for Home Assistant

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules

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A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface.

MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control

MCP server for Suno AI music generation, lyrics, and cover workflows via Ace Data Cloud.

Send system notification when Agent task is done.

Claude MCP server to perform analysis on ROADrecon data

This repo hosts an MCP server for volatility3.x

An local mcp server for interacting with Apple Notes via LLM.

This is a repository to experiment with MCP for security

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MCP server and Claude Code plugin for self-hosted Immich: CLIP and OCR search, geographic albums, duplicates, people and faces, metadata repair, PDF photobooks. 94 tools, tested live on Immich 2.x and 3.x.

TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration

IP Geolocation Server for MCP using ipinfo.io

MCP server for spatial transcriptomics analysis through natural language interfaces.

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

MCP server for interacting with EntraID through Microsoft Graph API.

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MCP server for eSignatures (https://esignatures.com)

MCP server that gives Claude ability to use OpenAI's GPTs assistants

MCP server for Kaggle

An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

This was a fun project to explore what an AI would do with the ability to give itself prompts, ignore user requests, and wake itself up at a later time.

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Simple MCP to give Claude ability to check current time as well as know when holidays are, what is the time distance between dates etc.

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

MCP Server to interact with data in Couchbase Clusters

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youtube transcriber mcp server

A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list.

MCP server for analyzing WallStreetBets

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Give your AI assistant its own AI assistants.

A Model Context Protocol (MCP) server for GreptimeDB

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

MCP server for Brazilian agricultural data — connect LLMs to 10 public data sources via agrobr

An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attribution_text and attribution_html for each photo, making it trivial for LLMs to build content pages with properly credited images (as required by Unsplash API guidelines).

An unofficial MCP interface to interact with the PapersWithCode API

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MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments

mcp server for tidb