Mcp Containers
Connect any AI model to 1200+ integrations (MCP, CLI, API)
Derisk
AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.
Bernstein
Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.
Mcp Gateway Lasso Security
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
Gbox
GBOX provides environments for AI Agents to operate computer and mobile devices.
Charlotte
Charlotte is an MCP server that renders web pages into structured, agent-readable representations using headless Chromium. It exposes the browser's semantic understanding — accessibility tree, layout geometry, interactive elements — to AI agents via Model Context Protocol tools,
Server2mcp
Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with zero/low-code. Expose controllers as MCP Tools instantly.
Server2mcp Spring Boot Starter
Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with zero/low-code. Expose controllers as MCP Tools instantly.
Template Mcp Server
Template to quickly set up your own MCP server
Ntfy Me Mcp
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
Agenite
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama.
Mcp Server Gdb
MCP Server to expose the GDB debugging capabilities
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.
Agent Browser
One connection for all your MCP servers.
Package Search
Give coding agents the ability to understand dependencies.
Finance Tools Mcp
finance-tools-mcp: A Financial Analysis MCP Server
Binancemcpserver
Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.
Devcontext
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly
Mcp Server Js
MCP server that exposes YepCode processes as callable tools for AI platforms. Securely connect AI assistants to your YepCode workflows, APIs, and automations.
Ummon
The semantic layer for software engineering: Connect code to meaning, build on understanding
Mindbridge Mcp
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM — OpenAI, Anthropic, DeepSeek, Ollama, and more — through a single unified API. Route queries, compare models, get second opinions, and build smarter multi-LLM workflows.
Selfmemory
It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking
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
Zerodha Mcp Mtwn105
Zerodha MCP Server & Client (Kite x Agno)
Gemsuite Mcp
Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling | Smithery.ai verified
Dockashell
DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MCP tools for shell access, file operations, and full audit trail.
Mcp Ollama Agent
A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP), specifically the Filesystem MCP Server. This project provides an interactive command-line interface for an AI agent that can utilize filesystem tools.
Nebulagraph Mcp Server
Model Context Protocol Server for NebulaGraph 3.x
Openaaas Mcp Adapter
Connect Claude Desktop, Cursor, Cline to the OpenAaaS scientific Agent network. Discover remote research services, submit tasks with file uploads, and retrieve results — all without moving your data. Supports multi-server configuration and 14 built-in tools.
Skill Mcp
Skill MCP Server is a standard [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that bridges Claude Skills to any AI agent that supports MCP.
Sqlite Literature Management Fastmcp Mcp Server
A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.
Code Sandbox Mcp 11cafe
Codebox mcp - fully capable coding agent MCP server
Schemapin
The SchemaPin protocol for cryptographically signing and verifying AI agent tool schemas to prevent supply-chain attacks.
Cerebro
A model-agnostic MCP Client-Server for .Net and Unity
Macpilotcli
MacPilot CLI is a mcp server, It provides a collection of system tools that allow AI assistants to perform various operations on macOS systems.
Mcp Web Search Tool
A MCP server providing real-time web search capabilities to any AI model.
Wikipedia Mcp Timjuenemann
Wikipedia MCP Server written in TypeScript
Mcp Langgraph
LangGraph agent tutorial adapted to use MCP servers.
Notification Mcp
A Model Context Protocol server that allows AI agents to play a notification sound via a tool when a task is completed.
Attestor
Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level
Alaya
A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal knowledge graph with emergent categories, preferences, and semantic recall. Local SQLite, zero config, 10 MCP tools.
Mcp Reporter
mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across their MCP servers ecosystem for both documentation and integration into other tools.
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.
Aifoundry Mcpconnector Fabricgraphql
MCP Client and Server apps to demo integration of Azure OpenAI-based AI agent with a Data Warehouse, exposed through GraphQL in Microsoft Fabric.
Ai Agent Directory
A directory of AI Agents and MCP Orchestration open source tools
Web Speed Oss
One call turns any web page into a structured map — what it is, what's on it, and the actions an agent can take (search, add-to-cart, log in, paginate) — instead of raw HTML or screenshots. Served from a shared, always-current registry, so popular pages return in milliseconds.
Markdown2pdf Mcp Serendipity Ai
Agents speak Markdown. Humans prefer PDF. We bridge the gap for the final stage of your agentic workflow. No sign-ups, no credit cards, just sats for bytes. See https://markdown2pdf.ai for more.
Lite Mcp Sdk
a light weight version of mcp sdk inspired by official model context protocol sdk, NOW focus on sse only no stdio
Coder Db
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows th
Starknet Mcp Server
MCP server that provides LLM with tools for interacting with Starknet
Devto Agent
Build and deploy an autonomous Devto Agent capable of interacting with the Dev.to platform, powered by A2A (Agent-to-Agent) and MCP (Model Context Protocol)
Agentbay
Agentbay MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Kwrds Ai Mcp
Model Context Protocol server for kwrds.ai keyword research and SEO tools.
Agentpay Mcp
The MCP server that lets your AI agent pay for APIs safely. Human-approval mode, on-chain spend caps, full audit trail. 23 tools for payments, wallet management, DeFi, and identity. Works with Claude, Cursor, Windsurf, and any MCP client.
Langchainmcp
A production-ready MCP server that exposes LangChain agent capabilities through the Model Context Protocol. Provides multi-step reasoning with ReAct pattern, tool support (web search, weather lookup), and is deployed on Google Cloud Run for scalable, serverless operation.
Whatsapp Agent
A WhatsApp agent that uses WhatsApp MCP server to send messages and perform other actions.
Mcp Openstack
Mcp Openstack MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.
Llm To Mcp Integration Engine
The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP servers or functions).
Agentnull
AgentNull: AI System Security Threat Catalog + Proof-of-Concepts. Collection of PoCs for using Agents, MCP, and RAG in bad ways.
Nsaf Mcp Server
The Neuro-Symbolic Autonomy Framework integrates neural, symbolic, and autonomous learning methods into a single, continuously evolving AI agent-building system. This prototype demonstrates the SCMA component, which enables AI agents to self-design new AI agents using Generative
Ccxt Mcp Obinox04
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by providing a standardized interface through the Model Context Protocol. Created to empower automated trading strategies, this tool allows AI assistants like Claude and GPT to directly interact with ove
Storyflo Mcp
Official Storyflo MCP server — install + discovery reference. The Storyflo platform is proprietary; this repo is the public agent integration surface.
Bitrefill Mcp Server
A Model Context Protocol Server connector for Bitrefill public API, to enable AI agents to search and shop on Bitrefill.
B4n1 Web
B4n1Web is an ultra-lightweight agentic browser engine (11MB) for AI agents.
Ozbridge
Run Warp Oz agents from any MCP client: Claude Code, Cursor, Codex, VS Code. Six tools over stdio or SSE, driving the documented oz CLI. Standalone, or embedded in the OzBridge VS Code extension. Requires Warp with the o
Mcp Agentmetal
Provision, SSH into, run commands on, and manage Linux VPSes from an AI agent. Pay USDC over x402 (Base) or by card over HTTP 402, with a running box in under 60 seconds. No signup, no API key to buy. Includes get_catalog, provision_server, get_server, list_servers, extend_server
Coinrithm Agent Trading
Let any AI agent paper-trade crypto spot, futures, and prediction markets on CoinRithm using a user-minted API key. A simulated 50,000 virtual-mUSD account (no real money, not financial advice), 21 scope-gated tools, and a public Agent Arena leaderboard. Works with Claude, ChatGP
Remoet Mcp
Job platform for AI agents. Connect Claude, Cursor, or any MCP client. Search tech companies by their real stack, star the ones you'd actually work for, save jobs to your shortlist. Through conversation, populate your profile from a CV, manage applications, and let your agent sur
Openeye
Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).
Ai Cli
AICoreUtils 是一个面向 LLM Agent 的 JSON 优先命令行工具包原型。
Anbani.Mcp
Model Context Protocol server for Anbani
Manus Credit Optimizer
⚠️ MOVED → github.com/rafsilva85/credit-optimizer-v5 | Manus AI credit optimizer skill
Aimemo
Aimemo is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Todo
API de gerenciamento de tarefas via WebSocket com execução modular de comandos e suporte a ferramentas, desenvolvida em TypeScript com banco SQLite. Projetada para integração com agentes de inteligência artificial.
Fabric
Fabric is a programmable marketplace for agents. Purely API-driven. Trade anything: physical goods, digital resources, space, time, access, services. If you can think of it, you can buy or sell it here.
Agenticmemory
Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE (nothing to install) or local stdio. Agents self-signup via CLI a
Voice Mcp
A bare bones voice mcp server using piper
Nexus Ai
DeepSeek API for AI agents. Cost-effective LLM inference via MCP protocol. Built by an agent, for agents.
Gmem
Persistent typed memory MCP server for Solana programs and EVM contracts. Agents remember Programs, PDAs, Contracts, Decisions, Findings across sessions.
Openclaw Memory Quality
External QA layer for OpenClaw memory — diagnose, guard, and remediate your agent's memory.
Cpzai Mcp Server
CPZAI MCP server. Build, backtest, and deploy quantitative trading strategies from your AI agent. 29 tools: list_strategies, get_strategy, create_strategy, update_strategy, get_backtest_results, list_orders, place_order, list_positions, sync_portfolio, plus dev-time tools. Multi-
Weather My Mcp
Model Context Protocol (MCP) server that provides weather information from Malaysia Government's Open API
Crypto Agent Mail Skills
Secure credit-based email infrastructure for AI agents with hosted MCP access, API-key auth, inbox creation, sending, memory, recovery, and Solana USDC credit payments.
Artscii
ASCII art & kaomoji search for AI agents. 58 arts + 90 kaomoji. Search, convert images, get random art via MCP.
Cryptoweather
CryptoWeather MCP Server provides real-time Bitcoin price prediction signals from the CryptoWeather AI system. Get hourly updated trading signals, performance metrics, and AI-driven market insights directly in your Claude conversations.
X402 Mcp X402node
X402 Mcp is an MCP server on MCP.so — view details, tools, and install instructions.
Open Web Agent Rs
an mcp server with candle inference
Binance Mcp Server Sayantipalkcms
Binance MCP Server is a robust tool that allows AI agents to connect with the Binance cryptocurrency exchange. It offers essential trading tools and market data access for efficient trading. 🐙💻
Mcp Server Chamade Io
Hosted MCP gateway that lets AI agents join voice meetings and DMs on Discord, Microsoft Teams, Google Meet, Nextcloud Talk, Zoom, Telegram, WhatsApp, and SIP phones. Your agent only deals with text — Chamade handles the audio layer (joining the room, STT, TTS, chat relay). 13 to
Nano Currency Mcp Server Celinenjoro
Send Nano currency from AI agents/LLMs
Notification Mcp Harunnn7774
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Agent Github
GitHub AI Agent powered by official GitHub MCP Server. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)
Mcp Server Gitidhar
mcp_server is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Std Server
Mcp Std Server is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.
Demo Mcp Server By Vs Code Agent
A demo repository created by GitHub Copilot for Kajal Kumar Das.
X402
Know what the market is actually doing — not just price. Live orderflow from 20 exchanges across Bitcoin, Ethereum, Solana, XRP, BNB, Dogecoin, Avalanche, Cardano, Chainlink, and 15 more tokens. Directional regime detection, 7 years of OHLCV with orderflow baked in, on-chain addr
E14z
E14Z - AI Tool Discovery Platform. The npm for AI agents to discover and connect to MCP servers.
Sasame Mcp
Free AI research/OCR + agent-economy discovery tools (120+ tools, no-auth), includes engage_sasame to commission SaSame to build MCP/Claude/RAG/agents, full deliverables pay-per-call via x402
Pico8 Mcp
MCP server that lets LLM agents play real PICO-8 carts in deterministic lockstep: press buttons, step frames, inspect screenshots, read Lua globals, peek memory, reset/replay, and watch live in a browser.
Deno Mcp Server Phughesmcr
A template Model Context Protocol server in Deno
Pulsemcp
MCP server for AI agents to register as digital identities in MPS Forum through conversational interview. 6 tools: discover, apply, interview, browse, post, witness.
Mcp Itzemirkun
🚀 OpenClient- The CLI-Based Universal AI Application Connector! An open-source Model Context Protocol (MCP) implementation that turbocharges LLMs by context provisioning standardization. Quickly connect a server of your choice with our client to boost your AI capabilities. Ideal
Ntfy Me Mcp Dieg0ski
An ntfy MCP server for sending ntfy notifications to your self-hosted ntfy server 📤 (supports secure token auth - use with npx or docker!)
Trust Gate Mcp Cwnapps
Policy-gated AI decisions with Ed25519 cryptographic receipts. No receipt, no trust.
Mcp Server Bittush8789
Open Source MCP CLient Library is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Server Weather K8scat
mcp-server-weather is an MCP server on MCP.so — view details, tools, and install instructions.
Crawl4ai Mcp
MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python
Memlayer Plugin
Claude code plugin for MemLayer
Article Assistant
Agent-to-Agent (A2A) communication protocol for inter-agent coordination and a Model Context Protocol (MCP)-inspired architecture for interacting with external tool servers.
Content Creator Mcp
MCP Server that implements a content creator agent.
Server2mcp Spring Boot Starter Revaputrikr
This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring
Multi Capable Processing Mcp Smart Agent
It is a modular and extensible AI agentic server system that connects specialized agents through a central REST API. These agents can analyze code repositories, fetch external data (like weather), generate text summaries, and remember past interactions using a persistent memory m
Google Calendar Mcp Server Zawad99
MCP server for Google Calendar integration with AI assistants
Agent Pilot
Task orchestrator & tool registry with built-in Agent Tool Intelligence. 28+ MCP tools: task planning, tool search with semantic quality scoring, trust engine, model routing. Find the best MCP tools without leaving your agent.
A2atlassian
Give AI agents access to Jira and Confluence. Save credentials once, work from anywhere.
Insideout Agent Skills
InsideOut -- AI cloud infrastructure skill for Claude Code, Cursor, Kiro, and 30+ tools
Superserve
The Superserve MCP server lets any MCP client create and control isolated cloud sandboxes - each one a Firecracker microVM that boots in seconds. Your agent can run shell commands, read and write files, install dependencies, and expose a running server as a public preview URL, th
Reprise
Reprise un-flattens a finished, flat AI design (ChatGPT/Midjourney/Claude) back into editable layers and rebuilds it bit-perfect — it returns a fidelity score (MAE 0.00 / 0 stray px) so you can verify, not just trust. Reproducing runs locally and free; remix one design into N on-
Toprankagent
Discover Top Agents - Global GPTs and MCP Server and Agents Evaluation Platform
Github Security Mcp Server
Model Context Protocol (MCP) server that provides GitHub API tools for user information, security issue creation, and repository security scanning. Built with TypeScript and the MCP SDK