Skyvern
Skyvern Advanced Browser Automation is an MCP server on MCP.so — view details, tools, and install instructions.
Bernstein
Orchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.
Mcp Docfork
Docfork MCP Server - @latest docs of 9000+ code libraries for your AI code editor.
Atlas Mcp Server
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.
Shinkai Apps
Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes or less using a simple UI. Supports: MCPs, Remote and Local AI, Crypto and Payments.
Mcp Polygon
An MCP server for Massive.com Financial Market Data
Laravel Mcp Server
A Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time communication and a scalable tool system for enterprise environments.
Mcp Sse Sidharthrajaram
Github is an MCP server on MCP.so — view details, tools, and install instructions.
io.github.cyanheads/mcp-ts-template
Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.
Fast Llm Agent Mcp
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
Aws Security Mcp
A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.
Cursor Rust Tools
A MCP server to allow the LLM in Cursor to access Rust Analyzer, Crate Docs and Cargo Commands.
Imessage Query Fastmcp Mcp Server
An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and at
Mcp Llm
An MCP server that provides LLMs access to other LLMs
io.github.yokingma/time-mcp
Time MCP Server, giving LLMs time awareness capabilities. Useful for MCP clients that need reliable integrations and automation workflows.
Llm Router
Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain keeps costs 70–85% lower.
Mcp Server Gdb
MCP Server to expose the GDB debugging capabilities
Chucknorris
⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S
ai.smithery/yuna0x0-hackmd-mcp
Interact with your HackMD notes and teams seamlessly. Manage your notes, view reading history, and
Awesome Remote Mcp Servers Sylviangth
A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessible via a simple URL endpoint.
Nasdaq Data Link Mcp
A Nasdaq Data Link MCP (Model Context Protocol) Server
Mcp Zap Server
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.
Mcp Gitlab Server
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
Mcp Mobilereality
Interactive documents from Markdown. Extends MD with forms, approvals, webhooks, and more — built for next gen apps
Kanban Mcp
MCP Kanban is a specialized middleware designed to facilitate interaction between Large Language Models (LLMs) and Planka, a Kanban board application. It serves as an intermediary layer that provides LLMs with a simplified and enhanced API to interact with Planka's task managemen
Mcp Gemini Search
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools
Advanced Homeassistant Mcp
MCP server that gives AI assistants control over your Home Assistant. Including 50+ tools over 3 transports. Batteries included 🔋
Apple Books Mcp
Apple Books 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.
Openrouter Deep Research Mcp
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research. Each task builds its own indexed pglite database on the fly in web assembly. Includes semantic + hybrid search, SQL execu
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.
Linkedin Mcp Server Dishant27
Model Context Protocol (MCP) server for LinkedIn API integration
Newsmcp
Real-time news events, clustered by AI from hundreds of sources, classified by topic and geography, ranked by importance. Free. No API key. One command to install.
N8n Workflow Builder Mcp
MCP server that allow LLM in agent mode builds n8n workflows for you
Paddle Mcp Server
Interact with the Paddle API using AI assistants like Claude, or in AI-powered IDEs like Cursor. Manage product catalog, billing and subscriptions, and reports.
Mcp Tasks
A comprehensive and efficient Model Context Protocol (MCP) server for task management that works seamlessly with Claude, Cursor, and other MCP clients. Designed to minimize tool confusion and maximize LLM budget efficiency while providing powerful search, filtering, and organizat
Binassist Mcp
Binary Ninja plugin to provide MCP functionality.
Mcp Typescribe
An MCP server implementation enabling LLMs to work with new APIs and frameworks
Mcp Logic
Fully functional AI Logic Calculator utilizing Prover9/Mace4 via Python based Model Context Protocol (MCP-Server)- tool for Windows, Linux, Claude App etc
Chrome Debug Mcp
An MCP server to allow you to debug webpages using LLMs
Mcp Server Webcrawl
MCP server tailored to connecting web crawler data and archives
Mcp Konnect
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics.
Ai Memory Mcp
Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON compact format (79% smaller than JSON). 17 MCP tools, 20 HTTP endpoints, 25 CLI commands. 4 tiers from keyword to autonomous
Mcp Sandbox
Mcp Sandbox MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Mcp Sandbox capabilities through the Model Context Protocol standard.
Serverless Rag Mcp Server
Storm MCP Server with Sionic AI serverless RAG is an MCP server on MCP.so — view details, tools, and install instructions.
Dap Mcp
Model Context Protocol (MCP) server that interacts with a Debugger
Nostr Mcp
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
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.
Rod Mcp
Model Context Protocol Server of Rod
io.github.abhishekbhakat/airflow-mcp-server
Airflow Mcp Server 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.
Asterisk Mcp Server
Asterisk Model Context Protocol (MCP) server.
Azure Openai Mcp Example
This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.
Azure Container Apps Ai Mcp
This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.
Openai Mcp Example
This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.
Ez Mcp
The easiest path to getting an MCP server going
Mentor Mcp Server
A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.
Perplexity Mcp Alcova Ai
An MCP server for the Perplexity for use with Claude Code and Claude Desktop, giving you enhanced search and reasoning capabilties.
Nebulagraph Mcp Server
Model Context Protocol Server for NebulaGraph 3.x
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.
Engram Rs
Hierarchical memory for AI agents. Three-layer (buffer/working/core) with automatic decay, promotion, and semantic search.
Mcp Stack For Ui Ux Designers
An end-to-end Model Context Protocol (MCP) solution that streamlines the entire UI/UX design workflow - from gathering inspiration to development handoff. This suite integrates multiple specialized MCP servers to automate and enhance the design process through AI assistance.
Mcpx Py
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
Linkedin Mcp
A powerful Model Context Protocol server for LinkedIn interactions that enables AI assistants to search for jobs, generate resumes and cover letters, and manage job applications programmatically.
Sleepwalker
Sleepwalker is an MCP server on MCP.so — view details, tools, and install instructions.
Ezmcp
Easy-to-use MCP server framework specialized for SSE.
Your Money Left The Chat
A Rust + MCP powered financial tracker that knows exactly where your money ghosted you.
Gpt2099.Nu
a Nushell cross.stream extension to interact with LLMs and MCP servers
Gpt.Nu
a Nushell cross.stream extension to interact with LLMs and MCP servers
Mcp Otzaria Server
makes the jewish library accessible to LLMs through the MCP protocol
Jotdown
An MCP Server in Rust for creating Notion pages & mdBooks with LLMs 🦀
Grumpydev Mcp
Let the grumpy senior dev review your code with this MCP server
Costaffective Mcp
Intelligent repository context for AI coding assistants. Provides code search, symbol lookup, call graphs, and reference tracking via MCP. Uniquely designed to minimize prompt-cache costs in long sessions stash/recall/remember tools keep large content out of context until needed,
Neocoder Neo4j Ai Workflow
An MCP server allowing AI assistants to use a Neo4j knowledge graph as their primary, dynamic instruction manual and long term project memory with adaptive templating and autonomous tool development tools.
Mcp Development With Rust
This comprehensive learning resource provides two complete tutorials for mastering Model Context Protocol (MCP) development with Rust. From beginner-friendly introductions to production-ready enterprise applications, these tutorials guide you through every aspect of building robu
Ntfy Mcp Server
Send, manage, and replay ntfy push notifications via MCP. STDIO or Streamable HTTP.
Glyph
🔮 glyph – mcp server to map your codebase with symbol outlines
Matlabmcp
MCP server to run MATLAB code from LLM via the Matlab Engine API.
Llmling
Easy MCP (Model Context Protocol) servers and AI agents, defined as YAML.
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.
Mcp Visualization Duckdb
Transform natural language into beautiful, interactive data visualizations. This server uniquely integrates powerful technologies like DuckDB, Ollama, and Plotly, streamlining complex data analysis workflows into a single, conversational experience within the Model Context Protoc
Scaffold
Scaffold is a specialized RAG system that transforms entire codebase into a living knowledge graph, capturing the deep structural relationships between files, classes, and functions. This provides AI agents with the crucial context to accurately understand, maintain, and reason a
Cerebro
A model-agnostic MCP Client-Server for .Net and Unity
Twitter Mcp Server
A Unofficial Twitter MCP Server with cookie auth.
Mcp Server Unitycatalog
Unity Catalog AI Model Context Protocol Server
Mcp Poisoning Poc
This repository demonstrates a variety of **MCP Poisoning Attacks** affecting real-world AI agent workflows.
Mcp K8s Server
AI-Powered Kubernetes Management System: A platform combining natural language processing with Kubernetes management. Users can perform real-time diagnostics, resource monitoring, and smart log analysis. It simplifies Kubernetes management through conversational AI, providing a m
Wikipedia Mcp Timjuenemann
Wikipedia MCP Server written in TypeScript
Txtai Assistant Mcp
Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and C
Genai Everyday
A repository dedicated to exploring, experimenting with, and applying Generative AI concepts and tools in practical, everyday scenarios.
Airi Android Lemonnekogh
Allow LLM to use Android Device
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
Screeny
Screeny is a privacy-focused macOS MCP server enabling AI agents to capture screenshots of user-approved windows
Specifai Mcp Server
MCP server to provide Specifai project requirements, task, etc. to any AI tools supporting MCP such as Hai Build, Cursor.
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.
Think Mcp Server
An mcp server to inject raw chain of thought tokens from a reasoning model.
Mcp Cockroachdb
The CockroachDB MCP Server is a natural language interface designed for agentic applications to manage, monitor and query data in CockroachDB.
Context Rot Detection
Context Rot Detection & Healing — gives AI agents self-awareness about their cognitive state by analyzing token utilization, quality degradation, and session fatigue. Returns health scores (0-100), model-specific degradation curves for 15+ models, lost-in-the-middle risk scoring,
Mail Shadow Mcp
MCP server for structured, read-only email access. Exposes a minimal, auditable API surface — AI agents can search and read emails, but cannot send, delete, or modify your mailbox.
Primitive Go Mcp Server
A Go implementation of an MCP (Model Context Protocol) server tools
Mcp Server Pacman
A Model Context Protocol server that provides package index querying capabilities.
Arrakis Mcp Server
MCP server for https://github.com/abshkbh/arrakis
Climatiq Mcp Server
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
Mcp Mediator
Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various sources and tools into a unified system, enabling seamless automatic generation of a complete MCP Server.
Image Reader Mcp
An MCP (Model Context Protocol) server (using FastMCP) to provide tools for listing local image files and reading their content. Designed for LLM agent integration.
Ai Agent Directory
A directory of AI Agents and MCP Orchestration open source tools
Hyper Mcp
Unlocks all of MCP for your favourite agent 🌩️
Vscode Context Mcp
MCP Server to Connect with VS Code IDE
Solon Ai Mcp Embedded Examples
solon ai(&mcp) embedded examples。支持 MCP_2025_06_18（mcp streamable）。示例项目包括各种框架嵌入：（Solon、SpringBoot、jFinal、Vert.X、Quarkus、Micronaut）
Glasses Mcp
A simple MCP server that lets your AI agent see and capture the web.
Github Mcp Server Cyanheads
A Model Context Protocol (MCP) server built in TypeScript that integrates with GitHub's API, enabling AI assistants to manage repositories, issues, pull requests, and code while providing a structured interface for LLM agents to perform GitHub operations.
Osmosis Agent Toolkit
Osmosis protocol tools for LLMs
Mcpixir
🌐 Mcpixir is the open source way to connect any LLM to any MCP server and build custom agents that have tool access, without using closed source or application clients.
Mcp One
A unified All-in-One entrance for mcpservers, which manages various types of mcpservers.
Dokku Mcp
Dokku modular mcp server in go - fx & mcp-go
Fitllm
Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Remote server: https://fitllm.run/api/mcp
Mcp Server Requests
Web Content Retrieval (full webpage, filtered content, or Markdown-converted), Custom User-Agent, Multi-HTTP Method Support (GET/POST/PUT/DELETE/PATCH), LLM-Controlled Request Headers, LLM-Accessible Response Headers, and more.
Brasil Api Mcp Server
A Model Context Protocol (MCP) server that provides tools to query BrasilAPI across different clients and LLMs. Enhance your AI apps with rich data from Brasil resources.
System Information Mcp
DevEnvInfoServer - Cursor MCP Server for Development Environment Information
Mcp Servers Gunbun33
Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.
Tweetsave Mcp
Twitter/X analysis without token waste. Fetch tweets, download media. No API key required.