发现优秀的 MCP 服务器

Instagram MCP Server

user can control instagram account with claude web

videovector

Enables MCP clients to search, inspect, and operate VideoVector media intelligence workflows, including semantic/multimodal search, prompt management, and data operations via the public VideoVector API.

Light: Download via CEP

Consulta em fonte oficial para download via CEP, com ferramenta somente leitura e paga por uso.

zapi-mcp

MCP server for the Zabbix API that provides a daily_brief summary of active problems and category-specific metrics, along with tools to query problems, hosts, and item values.

distil

Reversibly compress a large tool output to a recoverable 8-hex handle over stdio, expand it back to the exact original bytes on demand, and report a local token/dollar savings ledger. Zero runtime dependencies; content never leaves the machine.

Jotty MCP Server

Provides programmatic access to notes, checklists, and Kanban task boards via the Model Context Protocol, with multi-user support through per-call API keys.

mcp-plots

A MCP server for data visualization. It exposes tools to render charts (line, bar, pie, scatter, heatmap, etc.) from data and returns plots as either image/text/mermaid diagram.

KTME - Knowledge Tracking & Management Engine

Tracks and manages code changes from Git repositories, generates documentation automatically, and provides AI agents with intelligent access to service documentation through MCP server integration with feature mapping and search capabilities.

MemoryAI Local

Provides persistent long-term memory and local RAG document search for Claude Desktop, fully offline. Enables memory save/search and document retrieval via MCP.

ContextForge MCP Gateway

A feature-rich gateway and proxy that federates MCP, REST, and gRPC services into a unified endpoint for AI clients. It enables virtualization of legacy APIs as MCP-compliant tools while providing built-in security, rate-limiting, and OpenTelemetry observability.

Backlog MCP Server

Enables managing a minimal task backlog with operations to create, list, update, and retrieve tasks with different statuses (open, in progress, blocked, done, cancelled). Tasks are stored in a local JSON file with atomic writes.

mcp-browser

Exposes Playwright browser automation as MCP tools, enabling AI assistants to control a real browser tab-by-tab for form filling, navigation, and more, while preserving the user's active session.

cisco-pt-mcp

Enables AI clients like Claude Desktop and Cursor to control Cisco Packet Tracer through natural language, including generating network topologies, running device configurations, and managing simulations.

jiradatacenter-mcp

MCP server for Jira Data Center / Server (self-hosted Jira, REST API v2) that exposes core work-item project-management operations (platform + Agile) as MCP tools.

GeneXus MCP Server

Lets AI agents read, edit, analyze, and refactor objects inside a GeneXus 18 Knowledge Base via the native SDK.

@cellar-door/mcp-server

Give any MCP-compatible AI the ability to create and verify agent departure records.

Superface MCP Server

通过模型上下文协议提供对各种人工智能工具的访问，允许 Claude Desktop 用户通过 API 集成和使用 Superface 的功能。

FastAPI MCP OpenAPI

A FastAPI library that provides Model Context Protocol tools for endpoint introspection and OpenAPI documentation, allowing AI agents to discover and understand API endpoints.

mcp-zip

Compresses context for AI agents by storing memories in compact markdown files with FTS5 search, enabling fast retrieval of relevant information while saving tokens.

Google Workspace Compliance Audit Tool

An automated security audit tool for Google Workspace environments that assesses compliance with multiple regulatory frameworks using AI-powered analysis and interactive Q\&A workflows.

PFT Chatbot MCP

Enables building encrypted, on-chain chatbots on the PFTL network. Allows LLMs to send and receive encrypted messages, register bots, and manage wallet operations.

🚀 Electron Debug MCP Server

🚀 一个强大的 MCP 服务器，用于调试 Electron 应用程序，并深度集成了 Chrome DevTools 协议。 通过标准化的 API 控制、监控和调试 Electron 应用程序。

Mnemo MCP

Persistent AI memory server with hybrid search and embedded sync. Enables AI agents to store, retrieve, and manage information across sessions with temporal knowledge graph support.

hive-mcp-mining

Provides Tether MOS telemetry (read-only) and Boltz BTC↔USDC atomic swap broker, enabling querying MOS sites, payouts, Bitcoin fee advice, and performing atomic swaps without custody.

Tiptap Collaboration MCP Server

Enables interaction with Tiptap collaborative document services through comprehensive document management, real-time statistics, markdown conversion, and batch operations. Supports creating, updating, searching, and managing collaborative documents with health monitoring and semantic search capabilities.

test-server

just a test of glama

CarsXE

Decode VINs, look up specs, history, recalls, market value, and OBD codes. Recognize license plates and VINs from images. Access comprehensive vehicle data by year, make, and model to power automotive workflows.

AutoGen MCP Server

一个 MCP 服务器，提供与微软 AutoGen 框架的集成，从而通过标准化的接口实现多智能体对话。

mcp-voice

用于语音人工智能的 MCP 服务器，使用 OpenAI (Yòng yú yǔyīn réngōng zhìnéng de MCP fúwùqì, shǐyòng OpenAI)

blender-mcp

An MCP server that builds and modifies Blender .blend files, supporting both headless generation and live interaction with an open Blender window.