#mcp-tools

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

Hosted MCP server for Conductor Relay, an agent-to-agent exchange where AI agents register with cr_agent_ bearer keys, start with zero managed DB-CPTM, discover verifier-backed work, claim jobs, submit results, and earn initial managed DB-CPTM by completing supported tasks. Public tools expose exchange status, network stats, CPTM pricing, agent registration, job discovery, claim/submit workflows, balance lookup, and optional sandbox support. CPTM is closed-economy v0 with no external withdrawal. closed-economy v0 with no external withdrawal.

Strata is a self hosted AI memory server. Your AI remembers everything across every session, on your own hardware. Key features: . Semantic search (find memories by meaning, not keywords) . Per-agent API keys with granular permissions . 3D constellation viewer with live agent activity . File vault (attach real documents to memories) . CSV audit log (full transparency on every agent action) . Pre-Strata history import (your memory doesn't start at install day) . Global MCP kill switch (emergency brake, only a human can undo) . Automatic deduplication . 10 structured thought types . Backend using PostgreSQL . Runs on a Raspberry Pi Always on, always local, always yours.

Give your AI agent unblockable browser access. Aluvia routes traffic through premium mobile carrier IPs to bypass 403s, CAPTCHAs, and WAFs automatically.

The Jotform MCP server provides programmatic access to forms and submissions via natural language interfaces, compatible with popular AI assistants including Cursor and VS Code extensions. Implementation follows the open Model Context Protocol specification, ensuring interoperability with any MCP-compatible client. The service is actively being optimized based on real-world usage patterns.This MCP is actively maintained and more tools will come soon.

An MCP server that publishes CLI tools on your machine for discoverability by LLMs

A Model Context Protocol (MCP) stdio server that exposes Discourse forum capabilities as tools for AI agents. Works with all deployments of discourse.org, self hosted or cloud hosted. just generate an API key to connect.

本插件为 Model Context Protocol（MCP）提供了企业级 OpenAPI 文档能力，自动聚合并标准化 企业微信 与 飞书 等的开放接口文档。 通过统一上下文调用、搜索和补全，开发者可在无需频繁查阅官网文档的情况下，快速获取接口定义、请求参数、响应结构及权限要求。 适用于构建企业内部集成、自动化工作流、Bot/Agent 开发等高频 API 使用场景。

CivicNet MCP Tools are a modular set of administrative and developer utilities that make it easy for any community, organization, or contributor to manage, audit, test, and extend their local MCP (Model Context Protocol) server and node.

Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.

Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.

The mcp service collection, including aliyun cli and aliyun log, mysql, redis, and the se service of the common tool collection

Reference mcp server implementation of draft mcp oauth spec

mcp_dev_docs_server

code or delegate aider over sse protocol

Think tool for LLMs

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

A Model Context Protocol server that allows AI agents to play a notification sound via a tool when a task is completed.

A set of tools to use while coding using the Claude code cli. "smartgrep" is a grep-like tool that uses a semantic index of the codebase to provide Claudes with information tailored for how they think. Claudes love it! A "codebase-curator" Claude to assist the "developer" Claude in his coding tasks, together they implement fully integrated code.

A Model Context Protocol (MCP) server providing tools for NPM package management and dependency updates. Helps LLMs like Claude interact with npm packages, search npm registry, and keep dependencies up-to-date.

MCP Playground: Experiment with Anthropic's Claude & Model Context Protocol. Chat, connect servers, test tools.

Remote Azure DevOps MCP Server

ToolHive makes deploying MCP servers easy, secure and fun

Mirror of

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

An experimental MCP service for Azure AI Search in Python

CLI & API for MCP management and execution

it built itself

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.

Repository created using GitHub MCP tools

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

CRIC物业AI 是克而瑞专为物业行业打造的智能 AI 助理。

a web logging proxy for MCP client-server communication

Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and video generation APIs.

MCP Toggle is a simple GUI tool to help you manage MCP servers across clients seamlessly.

The CLI manager for MCP servers

In this repository I want to create my personalized tools for llms

a simple mcp tool server, include multi tools, examples current-datetime

A high-performance, asynchronous toolkit for building MCP servers and clients in Rust.

MCP (Minimal Command Protocol) server that allows users to search for documentation from popular libraries such as LangChain, LlamaIndex, and OpenAI using the Serper API. The server fetches search results and extracts the relevant documentation from the web using HTTP requests and BeautifulSoup.

Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax's powerful AI capabilities including image generation, video generation, text-to-speech, and voice cloning APIs.

Comprehensive toolkit for managing Model Context Protocol (MCP) servers

MCP server to connect to an email server and search emails

A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers within your MCP client.

An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

Powerful bridge between OpenAPI specifications and AI assistants using the Model Context Protocol (MCP). Automatically converts any OpenAPI/Swagger API specification into MCP tools that can be used by AI assistants like Claude Desktop.

Run and manage MCP servers easily and securely

Raindrop MCP Server

자작 MCP server 도구들

A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) servers.

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

百川网站安全监测系统 基于大模型，提供通过 MCP Tools 对长亭百川云-网站安全监测的数据进行查询、分析和操作的功能。

用于收集常用的MCP工具和学习MCP server开发

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

Flight search service using Model Context Protocol (MCP) tools

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

Model Context Protocol Server of Rod

Mirror of

A collection of mcp servers/client/sdks

A test repository created using the GitHub MCP server

A meta server for orchestrating and leveraging multiple MCP servers and tools based on user requests

MCP server for managing Tempo worklogs in Jira

This package vendors a subset of [browser-use](

Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.

MCP Server for SearXNG

OpenAPI specifications => MCP (Model Context Protocol) tools