发现优秀的 MCP 服务器

AI Research Agent

Enables autonomous web research, file management, and dynamic UI dashboard generation through Gemini LLM and FastMCP.

BILLZ MCP Bridge Server

Enables Claude to read and interact with BILLZ 2.0 data such as products, sales, customers, and categories via the BILLZ REST API.

discoveree-desktop

Provides a local, agent-maintained product context layer over MCP, serving structured strategy, competitor, customer feedback, and feature inventory data to any AI tool such as Claude, Cursor, or ChatGPT, with local data storage, bring-your-own-LLM support, and weekly evidence-based roadmap reviews that can sync suggestions to Jira or Linear.

INPI: Processo de Registro de Marca (Completa)

MCP server for consulting Brazilian trademark registration processes from official INPI sources, offering read-only queries via a hosted HTTP API.

rt-mcp

MCP server for Request Tracker REST2 API, enabling ticket, queue, user, and asset management via natural language.

PBIXRay MCP Server

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

Apple EventKit MCP Server

Provides Claude Desktop with access to Apple Calendar and Reminders on macOS for managing schedules and tasks through natural language. It supports comprehensive operations like creating, editing, and searching events and reminders, along with a custom hashtag-based tagging system.

OpenAPI to MCP Server

A service that converts OpenAPI specifications into MCP tools, enabling AI assistants to interact with your API endpoints through natural language.

Cockpit Lite MCP Server

Enables authorized penetration testing through MCP, providing parallel reconnaissance, vulnerability scanning, attack path analysis, and self-contained HTML reporting with compliance tagging.

qa-mcp-server

Professional Model Context Protocol implementation for Quality Assurance, integrating best practices of testing, reporting, and defect management.

grp-docx-mcp

Enables AI agents to create, read, and edit Word documents with tracked changes, comments, and template manipulation, including bulk text replacement and paragraph-level operations.

Adaptyv Foundry MCP

Exposes the Adaptyv Foundry protein characterization API as MCP tools, enabling AI assistants to interact with experiments, targets, sequences, and results in natural language.

websearch-skill

Enables AI agents to perform multi-engine web search, fetch web pages, and extract clean Markdown content via MCP, with no API keys required.

btcfi-api

Bitcoin data for AI agents. Pay-per-query via x402 micropayments. No API keys. No subscriptions. No tokens.

MCP-DB-Server

Enables natural language querying of SQL databases with robust safety guarantees including read-only enforcement, AST validation, and row caps.

edamcp

An MCP server for Exploratory Data Analysis that automatically profiles datasets, detects quality issues, PII, bias, and leakage, and provides cleaning and export workflows. It helps data scientists quickly understand and prepare unknown data for modeling.

WordPress MCP Python

A lightweight MCP server that connects to WordPress via REST API, enabling content management (posts, pages, categories, etc.) and site configuration through natural language commands.

SPIP SQL MCP Server

Provides read-only Microsoft SQL Server database access to AI agents with row-level security, enabling SELECT queries, table metadata, and schema introspection through MCP.

github-repo-summarizer

An MCP server that turns any public GitHub repository into a PDF report containing a codebase summary, the most recent commits, and suggested improvements — generated locally by an Ollama model.

HoPe Chatbot MCP Server

Enables modular MCP capabilities by organizing tools, resources, and prompts into composable sub-servers, exposed either all-in-one or as separate MCP endpoints.

Things MCP Server

A Model Context Protocol server that enables AI assistants to interact with the Mac application 'Things' for task management operations through its URL scheme.

Salesforce SAP MCP

Enables Claude AI to securely query live SAP inventory data through Salesforce by invoking typed Apex methods via MCP, using OAuth 2.0 JWT Bearer flow for authentication.

Calendar MCP

MCP server for accessing macOS Calendar events

graph-memory

Provides AI coding agents with a local knowledge-graph memory, enabling cross-project retrieval via PageRank diffusion and tools to retrieve, write, extract, update, and view recent knowledge over MCP.

Selis MCP Server

Enables management of PMO entities such as actions, risks, issues, projects, deliverables, decisions, KPIs, and objectives through natural language from any MCP-compatible agent.

rlg-mcp

MCP server exposing rlg (RustLogs) log files as tools for on-call / SRE agent workflows. Three tools over JSON-RPC stdio — tail_log (last N events, filtered by level/target), filter_log (predicate filtering), summarize_errors (grouped error taxonomy). Pure Rust. MIT OR Apache-2.0.

MCP Kkebi

A framework for building interactive UI applications and React-based widgets for ChatGPT and Claude using the Model Context Protocol. It enables developers to create custom tools and visual components that facilitate rich, bidirectional interaction between AI models and users.

chuk-mcp-geocoder

An MCP server providing geocoding and place discovery services via Nominatim and OpenStreetMap. It enables users to perform forward and reverse geocoding, extract bounding boxes, and find nearby places or administrative hierarchies.

Infinite Code Next

Enables AI coding agents to keep persistent, verifiable memory of a codebase, including the reasons behind code, prior rejected approaches, and invariants, anchored to the code and carried along as the code moves.

HealthChain

Typed, validated FHIR tools for healthcare AI agents — build, read, validate, and code FHIR resources from a patient bundle, with terminology lookup and machine-readable validation reports built for fix-and-retry.