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Postman for MCP servers — inspect tools, test live, browse 150+ servers

Headless semantic MCP server for Obsidian, Logseq, Dendron & any markdown vault. AST-based surgical editing, hybrid vector + TF-IDF search, zero-setup local embeddings — no app or plugins required. St

An MCP server for Massive.com Financial Market Data

Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that gives any AI a full picture of who you are

Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.

Local-first MCP server that gives AI agents durable repo memory and fast semantic code context.

🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.

MCP server for persistent context management in AI coding assistants

Hosted memory for AI agents that learns and forgets — feedback reranks what helps, recall fades by recency. One key across Claude, Cursor, VS Code & ChatGPT. Official MCP Registry.

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript

A comprehensive MCP server for Metabase with 70+ tools.

A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 trading platform. This server provides AI assistants with tools and resources to access market data, perform trading operati

Model Context Protocol - MCP for Mifos X

Claude 3.7 Swarm with Field Coherence: A Model Context Protocol (MCP) server that orchestrates multiple specialized Claude 3.7 Sonnet instances in a quantum-inspired swarm. It creates a field coherenc

MCP — model context protocol.

MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis and fault detection in electric motors in natural language through LLMs

MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)

An interactive Tic-Tac-Toe game where three AI agents work together using CrewAI as the agent framework and MCP for distributed communication.

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a fl

A Model Context Protocol (MCP) server that provides programmatic control over MuseScore!

Two-mode MCP music studio: scored composition (ABC notation) and live performance (Strudel). Interactive ext-apps UI with sheet music rendering, 30+ instruments, style presets, and live coding REPL.

Configure MCP servers once, connect every AI client through a single local gateway

Neo4j Labs Model Context Protocol servers

一个基于 Model Context Protocol (MCP) 的新闻聚合服务器，通过 Newsnow API 提供多平台热点新闻和趋势话题。

Test, secure, and monitor MCP servers before agents depend on them.

MCP Server for Odoo

MCP-one is a central server that connects multiple independent MCP servers and exposes a unified interface to clients (LLMs or applications).

A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.

Simple standalone MCP server giving Claude the ability to remember your conversations and learn from them over time.

90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Available on PyPI, Docker Hub

Let Claude control your Mac — windows, menus, keyboard, clipboard. 12 typed tools, security-first MCP server.

A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

Write detections, investigate alerts, and query logs from your favorite AI agents

MCP server that extracts, chunks, embeds and stores PDF documents into a pgvector database for semantic search and RAG pipelines.

The ultimate OWASP MCP Top 10 security checklist and pentesting framework for Model Context Protocol (MCP), AI agents, and LLM-powered systems.

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

MCP server for interacting with polymarket

🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions required. PG 12-18.

A production-ready Model Context Protocol (MCP) server for Idira (formerly CyberArk) Privilege Cloud integration. Enables AI assistants and MCP clients to securely interact with privileged account man

A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interac

Spec-driven dev workflow MCP for Cursor & AI agents — start_feature/bugfix orchestration, auto Skill+AGENTS bootstrap, memory, GitNexus. npx -y mcp-probe-kit@latest

The Symfony MCP Profiler Bundle mimics the WebProfiler Bundle. It bridges the gap between Profiler data and your favorite MCP-enabled AI-powered IDE.

A Model Context Protocol (MCP) server that provides tools for querying SPARQL endpoints, with specialized support for NSF-funded Proto-OKN (Prototype Open Knowledge Network) knowledge graphs hosted on

A bridge between Streamable HTTP and stdio MCP transports

This server acts as a central hub for Model Context Protocol (MCP) resource servers.

Manage Proxmox VE through AI assistants

MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor

Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.

API/MCP wrapper for RagAnything

A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL

Quickly reads webpages and converts to markdown for fast, token efficient web scraping

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

MCP server for SSH and Serial port remote access

The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App

mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across thei

A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.