Awesome Mcp Servers

Model Context Protocol Servers

The fastest path to AI-powered full stack observability, even for lean teams.

Hindsight: Agent Memory That Learns

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Community plugin to control Blender 3D with any LLM of your choice

Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

A beautiful, powerful, self-hosted ROM manager and player.

Open source MCP Servers for AWS

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

A Model Context Protocol server for Excel file manipulation

MCP server for Grafana

Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

Coding assistant MCP for Claude Desktop

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

Browse the web, directly from Cursor etc.

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform

MCP server for Docker

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

This repository has been merged into Canner/WrenAI under the core/ directory

A MCP (Model Context Protocol) server for interacting with dbt.

Make your meetings accessible to AI Agents

MCP server for interacting with the Aseprite API

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

AI said it finished. Flyto2 shows the proof.

Free AI skills (tax rules your AI follows) for 190+ countries, with sources and review status. Need the work done? Hire us for bookkeeping and tax help.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction.

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.

🔎 A MCP server for Unsplash image search.

Wireshark-MCP，Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments

No description.

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help.

A Model Context Protocol server for calculating.

A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

No description.

MCP Server for Chronulus AI Forecasting and Prediction Agents