Discover Awesome MCP Servers

jwt-doctor-mcp

Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for security vulnerabilities, including HMAC secret cracking, live JWKS verification, and CVE fingerprinting.

MCPVault

A universal AI bridge for Obsidian vaults using the MCP standard, enabling any MCP-compatible AI assistant to read and write notes safely.

reasonix-feishu-mcp

MCP server for Feishu/Lark API integration, enabling AI agents to send messages, manage groups, create and edit documents and spreadsheets, and search knowledge bases.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

Bing Webmaster Tools MCP

Enables to interact with the Bing Webmaster Tools API for managing sites, URLs, sitemaps, and viewing analytics.

super-loop-mcp

A referee for self-improving AI agent loops that mines past sessions for working workflows, improves them, and never stops until you stop it.

OpenCloudCosts MCP

Anchor AI FinOps to real, live cloud pricing. AWS, GCP & Azure — public list prices and enterprise negotiated rates. No credentials needed for AWS and Azure public pricing.

Binal Digital Twin MCP Server

Enables users to search and interact with Binal's professional knowledge base through Claude Desktop using RAG technology. Users can ask natural language questions about Binal's technical skills, education, projects, and experience.

dart-mcp

Exposes OPEN DART (Korean FSS electronic disclosure) as an MCP server for searching and retrieving original disclosure documents, shareholdings, and financial statements, primarily for legal and internal control review.

Tesults MCP

Connect AI agents to your test results, insights, and targets. Query test runs, failures, flaky tests, and regressions across frameworks including Playwright, Jest, Pytest, Cypress and more.

Solution Memory MCP Server

跨项目问题解决方案记忆系统，自动捕获和搜索解决方案，支持混合搜索和离线存储。

codebase-mcp

Enables AI agents to semantically search and navigate code repositories using natural language, with support for multiple repos, incremental indexing, and no local install needed.

powerbi-mcp

Enables discovery of Power BI workspaces and datasets, retrieval of semantic model definitions (TMDL), and execution of DAX queries through the Power BI and Microsoft Fabric REST APIs, using MSAL/WAM authentication for secure token caching.

x402-fetch-mcp

MCP server that enables AI agents to automatically pay for and access paywalled content via the x402 payment protocol.

notebooklm-codex

Enables Codex to interact with Google NotebookLM, allowing it to list notebooks, add sources, ask questions, and generate audio overviews.

Knowledge Assistant MCP Server

A multi-agent RAG MCP server that answers questions from your documents with a human-in-the-loop approval step, using a coordinator, retriever, and synthesizer agents.

serper-discover-mcp

Korean-aware Google search and place discovery server using Serper API. Features include web search, Naver blog/cafe search, and a unique discover_places tool that generates queries from Korean area and category to extract place names.

DillyDallyMCP

A basic Model Context Protocol server template ready for Dedalus deployment, demonstrating MCP server structure with a simple integer addition tool.

autoicd-mcp

MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM diagnoses, search 74,000+ codes, and de-identify PHI via the AutoICD API.

MCP Next.js Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces documentation with performance guidance.

Draw.io MCP Server

Enables AI models to create and manage various types of diagrams (flowcharts, UML, network diagrams, etc.) via the Model Context Protocol.

B2Brilliant MCP Server

Enables business analysis, compatibility checking, and marketing campaign creation using the B2Brilliant API. Tools allow discovering and refining business information from URLs and generating personalized outreach campaigns.

mcp-memory-vault

A self-hosted memory layer for Claude using plain markdown files, enabling persistent context across different Claude accounts.

Monobank MCP Server

Enables interaction with Monobank personal accounts through MCP tools to fetch client information, account details, and transaction statements for specified time periods.

Concrete CMS MCP Server

Enables interaction with Concrete CMS sites through the Concrete CMS REST API, allowing content management, user operations, and file uploads via natural language.

Tesy 56 MCP Server

Provides AI agents and LLMs access to the Tesy 56 API through standardized MCP tools for seamless integration and interaction with Tesy 56 endpoints.

Interactive Feedback MCP

A Model Context Protocol server that enables AI assistants to request user feedback at critical points during interactions, improving communication and reducing unnecessary tool calls.

odin-print-farm-mcp

Enables AI agents to operate a 3D print farm via O.D.I.N. backend, including job queuing, printer control, inventory management, and standalone cost calculators.

compare-mcp

Enables multi-model code review by fanning out issues to multiple LLMs simultaneously, diffing their unique insights, optionally running debate rounds, and dispatching subagents to implement fixes with git commits.