Discover Awesome MCP Servers

swagger-mcp-tool

A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.

vault-mcp

A remote MCP server that enables language models to search, read, and write notes in an Obsidian vault organized with the PARA method, and save URLs as notes.

kismet-wireless-mcp

A read-only MCP server for querying Kismet Wireless systems, enabling AI agents to retrieve network status, datasources, devices, and alerts via REST API.

PatSnap MCP

Search 1B+ biological sequences, antibodies, and multi-omics data via specialized bio-intelligence tools.

instant-db

An MCP server that enables AI assistants to create and manage persistent SQLite databases through natural language without requiring SQL knowledge. It allows users to propose schemas, store records, and perform complex queries across multiple databases for structured data tracking.

rti-mcp

An MCP server that lets you query your own RTI applications on India's RTI Online portal, including status, overdue requests, and reply PDFs, without re-entering OTP and captcha for every lookup.

Bible Korean MCP Server

Enables access to Korean Bible translations from bskorea.or.kr, allowing users to retrieve chapters, verses, search for keywords, and compare translations across different Korean Bible versions.

appd-mcp

A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to query applications, topology, metrics, snapshots, health rules, anomalies, events, alerting config, analytics events, and dependency maps via OAuth API-client credentials.

Karpathy Guidelines MCP Server

Provides code review and guideline loading based on Andrej Karpathy's coding principles, helping LLMs avoid common pitfalls like over-engineering and unnecessary changes.

local-llm-delegator

MCP server that enables delegation of small coding implementations to a cheaper language model with propose_patch and apply_patch tools, while the primary agent retains architecture, review, and approval.

LSD MCP Template

Template for serving FastMCP servers over Streamable HTTP within a LangGraph Server, including an example math_add tool.

slack-indexed

An MCP server for semantic search and retrieval of indexed Slack messages stored in Qdrant using Cohere reranking via AWS Bedrock. It enables users to search through Slack history, retrieve full message threads, and access channel or user statistics through natural language.

financial-data-mcp-server

An MCP server that exposes real-time financial data tools for stock search, company info, historical prices, and financial metrics from Yahoo Finance, enabling AI agents to answer natural-language questions about stocks and financial markets.

Verified Human MCP Server

Enables querying the Verified Human Cert registry to verify human-made music certifications by ISRC, artist, track, or cert number.

geo-audit-mcp

MCP server for GEO site audits, checking 31 signals across 6 pillars and returning a score, breakdowns, and actionable fix prompts.

paper-mcp

Remotely-callable MCP server for academic paper search, full-text retrieval and image to LaTeX conversion across arXiv, Semantic Scholar, and OpenAlex.

SynoLink MCP Server

Synology NAS 文件操作的 MCP 服务器

jenny-mcp-server

Enables AI agents to interact with the Windows desktop environment, including browser control, clipboard, file management, GitHub, Roblox Studio, OCR, and more, with a privileged approval system for risky actions.

Blekline MCP Server

Provides AI ingress governance by masking prompts, classifying risk, and enforcing tool policies before agent calls reach model providers or sandboxes.

Planner MCP

A remote Model Context Protocol server that enables Claude to read, create, assign, and close Microsoft Planner tasks for a small team, using Microsoft Graph with app-only authentication.

MCP-SERVER

A TypeScript + Express skeleton for MCP services, currently only providing a health check endpoint, with planned MySQL metadata and Alibaba Cloud log MCP services.

VirusTotal MCP Server

提供全面的安全分析工具，用于查询 VirusTotal API，能够生成关于 URL、文件、IP 地址和域名的详细安全报告，并自动获取关联关系数据。

lawyer-mcp

MCP server for Legalize.dev, enabling AI to query and understand legal frameworks across countries via a structured legislation API.

SEFAZ MA: NFC-e

MCP server for consulting NFC-e (Brazilian electronic consumer invoices) from SEFAZ MA (Maranhão state tax authority) via official sources. Read-only, works with any MCP client over HTTP.

teams-mcp-server

Enables AI assistants to manage Microsoft Teams through the Graph API, including sending messages, managing chats, creating teams, and searching communications.

Fortigate MCP

Enables read-only querying and diagnostics of Fortigate firewalls via SSH, providing security analysis, traffic monitoring, and configuration inspection through natural language.

SimpleLocalize MCP Server

Enables interaction with the SimpleLocalize API to manage translation keys, languages, and tags. It allows users to streamline their localization workflow by creating, updating, and retrieving translation data directly through MCP-compatible AI assistants.

Finance MCP Server

A Model Context Protocol server that retrieves real-time financial and company data using the financialdatasets API. It provides a standardized interface for integrating financial data into agentic frameworks like Agno and Smol Agent.

anki-mcp

Enables safe, review-first Anki authoring with tools to inspect structure, create note types, add notes, preview renderings, and manage cards via AnkiConnect.

Custom Vision Training Client

An MCP server for Microsoft's Cognitive Services Custom Vision Training API that enables AI agents to create, train, and manage custom image classification and object detection models through natural language interactions.