发现优秀的 MCP 服务器

MCP Vertica

A Model-Context-Protocol server that provides SQL query execution and database management capabilities for Vertica databases, featuring connection pooling, schema management, and security controls.

Tizón MCP Server

MCP server for operating a fictional restaurant, providing tools to consult the menu, manage active orders, view shift summaries, update dish availability, and advance order statuses. Includes a playground that teaches JSON-RPC by showing live protocol interactions.

Pinboard MCP Server

Enables users to access and manage their Pinboard bookmarks directly through Claude Desktop. Supports retrieving, adding, and updating bookmarks with date filtering, tagging, and bookmark analysis capabilities.

CloudNativePG MCP Server

Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativePG operator. Supports creating, scaling, monitoring clusters and retrieving detailed status information through natural language commands.

vox

A native macOS MCP server for voice input and output, allowing Claude to listen and speak with offline speech recognition and TTS.

Firefly III MCP Server

Enables AI assistants to interact with a Firefly III personal finance instance via the Model Context Protocol, supporting account management, transactions, budgets, reporting, and more, with configurable tool presets and cloud deployment through Cloudflare Workers.

holt

MCP server that gives coding agents content-aware visibility into git worktrees, detecting collisions, redundancy, and irreplaceable work. It provides tools to clean, rescue, and safely manage worktrees across all agents, with git itself refusing to delete the only copy of anything.

emem

Cite-able, content-addressed, signed memory of every place on Earth

state-trace

Graph-native bounded working memory for coding agents with typed memories, causal retrieval, current-vs-stale state queries, and compact small-model briefs.

gget-mcp

An MCP server for the gget bioinformatics library that enables AI assistants to perform complex genomics queries, including gene sequence retrieval, BLAST alignments, and protein structure predictions.

differino-mcp

MCP server for Differino that lets AI agents compare PDF, DOCX, and TXT documents, with tools for visual and text diffs, summaries, exports, and account balance checks.

PH Schools MCP Server

Enables querying and analyzing the Philippine schools masterlist dataset, including searching schools, listing regions and divisions, and getting school details by BEIS ID.

Credential Vault MCP

Enables secure credential storage for AI agents by encrypting secrets and providing agent-invisible references, ensuring sensitive data never leaks to the model.

airflow-mcp-server

Airflow MCP server — read DAGs, runs, task instances, log tails; trigger and clear (write-gated).

git-training-wheels

An MCP server that enforces safe git commits by allowing only specified files and providing fixup capabilities for earlier commits.

Search MCP Server

Provides 27 tools for web search, content extraction, and data processing without requiring any API keys.

Athena MCP Server

Exposes a 108-dimensional crystal hologram distributed brain as an MCP server, enabling navigation of a complex nervous system with 81 tools and 4 element-specific lobes for structure, dynamics, observation, and compression.

Teradata MCP Server

Connects AI agents to Teradata databases for querying, analysis, administration, and AI pipelines with enterprise security.

mcp-kg-skills

Manages a Neo4j knowledge graph of reusable Python functions, documentation, and environment variables, enabling dynamic script composition and execution with automatic dependency management and secret protection.

SlimContext MCP Server

Provides AI chat history compression tools through token-based trimming and AI-powered summarization strategies to manage conversation context within token limits.

hackbrowser-mcp

Enables AI agents to perform security testing on web applications by controlling a Firefox browser with 39 security tools, including injection testing and access control analysis.

Standardizing LLM Interaction with MCP Servers

一个简短精炼的 MCP 服务器/客户端工具、资源和提示实现示例。

RhinoMCP

Enables AI-driven 3D modeling, analysis, diagnostics, and Grasshopper integration within Rhino 3D through 90+ tools via the Model Context Protocol.

circle-agent-stack-mcp

MCP server for Circle's Agent Stack. Create wallets, set spend policies, send USDC, and pay x402-priced endpoints — all from a tool call.

blackpoint-mcp

An MCP server for Blackpoint Cyber MDR platform, enabling management of security monitoring, threat detection, and incident response through Blackpoint's API.

sieve-map

Local MCP server for macOS that scans AI coding tool history (Claude Code, Cursor, Copilot, Cline, Codex, Gemini CLI) for leaked secrets. Finds API keys in chat transcripts, redacts with sieve:// placeholders, and runs commands with Keychain-injected secrets - no plaintext values ever returned.

AgenTest

AI-driven mobile app testing via MCP, enabling AI coding agents to test Android apps without test frameworks or testIDs.

RAGBuddy

MCP server that enables coding agents to retrieve project context, semantically search indexed documentation, and read specific documents from registered repositories.

İzmir Ulaşım MCP Server

Provides real-time access to İzmir's public transportation data, including bus locations, schedules, and route information for ESHOT, İZBAN, Metro, and Tram services. It enables AI assistants to perform transit queries, calculate fares, and locate nearby stations using the Model Context Protocol.

hr-eli-mcp

Fetches Croatian legislation from the Narodne novine official gazette with European ELI identifiers and verifiable citations. Provides tools to list issues, get act metadata, and fetch full text.