发现优秀的 MCP 服务器

coursera

Enables browsing your Coursera courses, viewing library maps and course outlines, and downloading transcripts and readings as text via MCP tools.

intenttext

IntentText MCP server lets AI agents parse, validate, query, diff, and render IntentText (.it) documents. It exposes 9 tools for safe parsing, workflow validation, HTML/print rendering, template merging, and round-trip source generation.

notebooklm-mcp

An MCP server that gives Claude (and any MCP-compatible agent) full access to Google NotebookLM — create notebooks, upload sources, ask questions, and generate audio overviews, quizzes, flashcards, mind maps, slide decks, videos, and reports.

Bicameral MCP

A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.

vikunja-mcp

Enables AI assistants like Claude to manage Vikunja tasks – view, add, complete, edit, and delete tasks through natural language commands via Vikunja's REST API.

ClaudeR

Connect RStudio directly to Claude Desktop, Claude Code, Codex, Gemini CLI, or any other MCP based AI assistant for interactive coding and data analysis.

io.github.groundtruthtools/ats-jobs-mcp

Enables querying open job postings directly from company applicant-tracking systems (Greenhouse, Ashby, Lever), finding a company's job board, listing and comparing roles, and accessing salary data, all without scraping or API keys.

agent-mcp

An MCP facade server that aggregates multiple downstream MCP servers and exposes them as high-level tools, using autonomous agents to handle natural-language instructions and complex multi-step operations.

ChatGPT Local Terminal MCP

An unofficial self-hosted MCP server that enables ChatGPT to run commands on your computer through a secure tunnel, manage processes, and work within a specified project directory.

Loometo

Enables AI coding agents to visually build and run AI generation pipelines on a canvas by adding, wiring, and executing nodes via MCP tools.

whykiki-anything-world-mcp

An MCP server that enables Claude and other clients to generate, animate, and search 3D models using the Anything World API.

Shothik MCP Server

Provides enterprise tools for Posthuman blockchain validators, South Asian demography operations (bKash, Steadfast, NBR VAT), episodic semantic memory, and isolated sandbox code execution via MCP.

AgentRisk

Pre-Trade Security & Risk Analysis Layer for Autonomous DeFi Agents on Base using x402 protocol.

Fabric MCP

A Python-based MCP server that enables interaction with Microsoft Fabric APIs for managing workspaces, lakehouses, warehouses, and tables through natural language.

sas-score-mcp-serverjs

This MCP server enables natural language scoring with SAS Viya, allowing users to execute prebuilt SAS code, models, and job definitions seamlessly.

GrACE-MCP

A knowledge graph MCP server that integrates Graphiti and the ACE framework for conversational management of Neo4j-based entities and relationships. It enables AI agents to perform semantic searches, manage data isolation, and utilize automatic learning strategies.

AgentMemory Offline

Provides local, project-aware memory for coding agents via MCP tools, lifecycle hooks, and a REST service, with no outbound network access.

PyAirbyte MCP Server

Generates complete PyAirbyte data pipeline code and setup instructions for moving data between 600+ Airbyte source and destination connectors or to Pandas DataFrames, using AI-powered context-aware guidance based on connector documentation.

DorkFiMCP

Enables interaction with the DorkFi lending protocol on Voi and Algorand, supporting market discovery, position queries, liquidation scanning, and transaction preparation without signing or broadcasting.

semantic-image-search-mcp

Enables natural language search of local photo archives using AI-powered semantic understanding, with integration into Claude Desktop via the Model Context Protocol.

CodePilot MCP

Enables automation of workflows across GitHub, Notion, and Google Calendar with AI-powered task execution, personalized agent memory, and Slack integration for seamless team coordination and project management.

JobSpy Cowork MCP Server

Enables searching real job listings from multiple job boards (Indeed, LinkedIn, Glassdoor, Google Jobs, etc.) through a single MCP tool, designed for use as a custom connector in Claude Cowork.

GIT MCP Server

Node.js server implementing Model Context Protocol for git operations, enabling AI assistants to manage git repositories through natural language commands.

Percival Deep Research

An MCP server that provides autonomous, multi-source web research capabilities for AI agents. It delivers comprehensive, validated information through deep research tools while maintaining security and compatibility with various LLM providers.

document-mcp

An MCP server that exposes documents.js's document conversion, .odb, metadata, and font tooling as MCP tools, enabling agents to convert, inspect, and edit a wide range of document formats over stdio.

Security Detections MCP

Enables querying and analysis of a unified database of security detection rules across multiple formats, including Sigma, Splunk, Elastic, KQL, and CrowdStrike CQL.

stuck-order-mcp

MCP server for investigating payment/webhook drift, classifying order status mismatches, detecting duplicate charges, and escalating findings for human review. It is read-only for payment state and does not automatically retry or correct transactions.

MCP CU Chat Server

Renders Azure Content Understanding field schema as interactive table cards in VS Code Chat, enabling editing and persistence of field descriptions.

iso20022-evidence-pack-mcp

Compiles ISO 20022 readiness findings, remediation diffs, and simulated bank responses into sealed, tamper-evident audit evidence packs with Ed25519 signing and verification.

Memory Engineering MCP

Provides persistent memory and semantic code understanding for AI assistants using MongoDB Atlas Vector Search. Enables intelligent code search, memory management, and pattern detection across codebases with complete semantic context preservation.