发现优秀的 MCP 服务器

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.

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.

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.

ovf-data-mcp

Provides agent-friendly, read-only access to public Hungarian water-management data from the Országos Vízügyi Főigazgatóság (OVF), enabling station discovery, measurement catalog inspection, and time series retrieval and aggregation.

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.

Apache Doris MCP Server

Apache Doris 和 VeloDB 的 MCP 服务器

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.

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.

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.

qa-mcp-server

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

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.

Clappia MCP

Enables programmatic interaction with the Clappia no-code platform, allowing users to create and manage custom apps, forms, submissions, fields, and analytics through natural language commands.

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.

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.

EVIDIQ Cadence

An MCP server for durable, attested future execution, letting agents schedule one-shot, recurring, retry, and monitoring tasks with signed receipts and x402 payment.

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.

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.

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.

webEmbedding

webEmbedding is a source-first website cloning engine for AI coding agents that captures live pages with Playwright, replays network evidence, and self-verifies the result.

io.github.ymxlx/polis-protocol

This MCP server provides a local-first control plane for coding agents, enabling task routing, contract management, and shared learning across multiple AI vendors via markdown files.

MCP Localization Project

A system that localizes Model Context Protocol (MCP) functionality, integrating AI management through CPU and RAM without requiring a GPU.

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.

google-workspace-mcp

MCP server providing full access to Google Workspace services (Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts) using OAuth authentication.

Magma MCP Server

A server for the Magma mathematical computing system that uses RAG to retrieve concepts from the Magma Handbook and generate Magma code.

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.

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.

ElasticMind-MCP

An MCP server that indexes PDF documentation and text into Elasticsearch for semantic search and retrieval. It enables users to query knowledge bases, ingest new files, and dynamically update content through MCP-compatible clients like Claude Desktop and Cursor.

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.