Mcp Containers
Connect any AI model to 1200+ integrations (MCP, CLI, API)
Code Assistant
An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.
Gofannon
A web app for rapidly prototyping AI agents and the lightweight web UIs that wrap them—build flows, preview interactions, and share agent-driven experiences without lock-in.
Mcp Browser Use Jovanipink
FastAPI server implementing MCP protocol Browser automation via browser-use library.
Dremio Mcp
Dremio Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Mcp App Demo
Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.
Octagon Vc Agents
An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feed
Okta Mcp Server
The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the M
Openapi Mcp Codegen
OpenAPI to MCP Server Code Generator
Pref Editor Mcp Server
Pref Editor Mcp Server is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Unified Mcp Tool Graph
Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.
Dataagents
Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu
Agentic Ai Tool Suite
A suite of Model Context Protocol (MCP) servers designed to enhance AI agent capabilities. Provides tools for media search/understanding (images, video), web information retrieval, PDF generation, and PowerPoint presentation creation, enabling agents to interact with diverse data
Bull Vision Agent
A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub for multiple MCP server management.
Mcp Poisoning Poc
This repository demonstrates a variety of **MCP Poisoning Attacks** affecting real-world AI agent workflows.
Mist
MCP server empowering AI assistants with real-world capabilities: Gmail, Calendar, Tasks, Git integration, and note management. Bridges AI assistants to external services through standardized protocol with secure authentication.
My Apple Remembers
A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.
Ai
Ai is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Lite Mcp Sdk
a light weight version of mcp sdk inspired by official model context protocol sdk, NOW focus on sse only no stdio
Pearl Mcp Server
A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface
Tavily Mcp Sse
Basic remote SSE MCP server for Tavily Search.
Mcp Server Java Sse Http Demo
Java Model Context Protocol SSE HTTP Server with Jetty
Mcp Server S3 Download Files
This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within
Lorekeeper
Self-improving memory for AI agents
Asktheapi Team Builder
Agent network builder for communicating with openapi apis. Based in autogen
Sentinel Core Agent
SentinelCore is an advanced AI agent powered by Model Context Protocol. It can browse the web, interact with local file systems, and is designed to keep evolving with new features. Whether you're looking for a smart assistant, a system manager, or a knowledge guide, SentinelCore
Asktheapi Team Builder Alexalbala
Agent network builder for communicating with openapi apis. Based in autogen
Mcp Ollama Beeai
A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.
Server Nellinc
Safer Agentic Ai Framework is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Server Callsphere Llc
Public MCP server for voice AI — search 500+ articles, compute industry ROI, fetch case studies. Works in Claude, ChatGPT, Cursor, Cline, and any MCP-capable AI assistant.
Saferagenticai Mcp
SaferAgenticAI MCP brings the Safer Agentic AI safety framework to coding assistants over the Model Context Protocol.
Mcp Oracle Bridge
An enterprise-grade Oracle Database connector for MCP. Features built-in self-healing connection retries, TypeScript-based architecture, and AI-guided SQL error handling for autonomous agent workflows.
Mcp Gateway Registry
Mcp Gateway Registry is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.
Ejentum Mcp
Exposes the four Ejentum cognitive harnesses (reasoning, code, anti-deception, memory) as MCP tools any agentic client can call. Drop-in scaffolding that catches LLM failure modes like sycophancy, hallucination, and reasoning shortcuts.
Loominus Mcp
🌐 Loominus MCP (Under Development) is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Agents La Rebelion
Mcp Agents La Rebelion is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Poratiner Ce Mcp Server
A Model Context Protocol (MCP) server implementation for Portainer, enabling AI assistants to interact with Docker containers and services through Portainer's API.
Datalens Agent
Intelligent Data Analysis & Reporting Agent
Dataset Cleaning
A short summary of what the server does. Example: Modular agentic AI workflows for dataset cleaning and orchestration.
Scvd Store Llms Txt
The trust layer of the x402 economy. Free conformance checking for any issuer's x402 signed offers and receipts. Settlement attestation on Base and Solana. Weekly signed, Bitcoin-anchored ecosystem corpus.
Orionbelt Semantic Layer Mcp
OrionBelt Semantic Layer is an API-first engine that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and Databricks. It provides a unified abstraction over your data warehouse, so analysts and applications can query us
Pentestmcp
pentestMCP: AI-Powered Penetration Testing via MCP
Mcp Server For Hashing
A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.
Spring Ai Mcp Server Demo Ramzus
MCP server example for Agentic AI demo
Whatsapp Mcp Meharajm
Human-in-the-loop approvals & notifications for AI agents via WhatsApp (MCP server)
Mcp Client And Server Demo
This project demonstrates how to build a minimal MCP server using the `mcp` Python SDK and connect it to Claude Desktop as a client. It simulates a simple Travel Desk system with tools to submit, view, and track employee travel requests — all accessible directly from Claude's int
Actionproof
Gives AI agents verifiable, tamper-evident receipts for their actions — attest_action signs a cryptographic receipt for what the agent did (email sent, payment made, form filed), verify_receipt checks it offline, get_identity returns the agent's did:key. Sign locally, verify anyw
Kwrds Ai Mcp
Model Context Protocol server for kwrds.ai keyword research and SEO tools.