Discover Awesome MCP Servers

Dedalus MCP Documentation Server

Enables serving and querying documentation with AI capabilities, allowing users to search, ask questions, and get AI-powered answers from their documentation files. Built for seamless deployment on the Dedalus platform with OpenAI integration for enhanced document analysis.

scorecard_mcp

Enables asking natural language questions about OpenSSF Scorecard security assessments for open source projects.

chrome-devtools-mcp

An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

SAP Datasphere MCP Server

Production-ready MCP server that enables AI assistants to seamlessly interact with SAP Datasphere environments for real tenant data discovery, metadata exploration, analytics operations, ETL data extraction, database user management, data lineage analysis, and column-level data profiling.

Signal Found MCP

Signal Found is a Reddit-native B2C/B2B outreach platform. You describe your product, we find people on Reddit already asking for it, and your AI agent handles the rest — messaging prospects, tracking replies, and optimizing your funnel in real time.

Threads MCP Server

An MCP server that exposes Threads CLI data for managing hierarchical threads, containers, and progress logs. It enables users to create, organize, and track task history while maintaining compatibility with the Threads CLI storage.

Document Organizer MCP

Enables agents to manage and organize local documents by listing, inspecting, extracting text, searching, and renaming files, with optional Google Drive integration.

Agent Memory Bridge

MCP-native, local-first memory for coding agents that turns real sessions into reusable decisions, gotchas, and domain knowledge.

mcp-pdf-tools

An MCP server that enables users to read, search, and analyze PDF documents. It provides tools for extracting text, viewing metadata, searching content with context, and generating word statistics.

MCP Camoufox

A stealth browser MCP server with 69 tools for undetectable web automation. It bypasses bot detection systems like Cloudflare while providing full browser control for tasks like form filling, data scraping, and session management.

Graphiti MCP Demo

Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memory, persisting context in Neo4j.

deploy-mcp

Universal deployment tracker for AI assistants, enabling real-time monitoring and management of deployments across Vercel, Netlify, and Cloudflare Pages without context switching.

youtube-summarize

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

Simple MCP Server

A Python-based MCP server demonstrating tools for math calculations, time retrieval, and echo messages, along with resources and prompt templates.

CDM MCP Server

Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.

Postman MCP Generator

An MCP-compatible server that provides tools for integrating selected Postman API requests, allowing LLMs like Claude to interact with APIs through natural language.

MCP Grammar Tools

Validates and tests llguidance grammars (Lark format), providing grammar validation, batch test execution, and syntax documentation.

vmware-harden

VMware vSphere compliance and hardening — read-only baseline scanning plus drift detection across CIS, DISA STIG, vSphere SCG, China DJCP 2.0, and PCI-DSS frameworks. Includes LLM-powered remediation suggestions; apply-side gated through the vmware-pilot approval workflow.

fw-context-mcp

Exposes tools for AI assistants to query a persistent SQLite+FTS5 index of C/C++ symbols parsed from real build commands, enabling sub-millisecond lookup, full-text search, and natural-language explanation without hallucination.

VSAX MCP Server

Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 67 specialized tools. It enables users to manage devices, run workflows, execute scripts, and oversee organizational data using natural language and OData query support.

MCP Server: Youtube Subtitles Extractor

这是一个 MCP 服务器，用于从给定的 YouTube 链接中提取字幕。

MCP-ABI

Enables interaction with Ethereum-compatible smart contracts through their ABI, allowing both read operations (querying state) and write operations (executing transactions) dynamically based on the contract's interface.

FrankfurterMCP

A MCP server for the Frankfurter API for currency exchange rates.

web-speed-oss

Reducing token usage by 70% with a deterministic mapping engine. Also links in with the Web Speed Agent SDK and MCP for post-auth agents.

Northwind PostgreSQL MCP Server

A read-only MCP server that connects Claude to the Northwind sample PostgreSQL database, allowing natural language queries to generate SQL and charts.

Onto MCP Server

Enables interaction with the Onto platform through MCP, providing tools for managing realms, templates, entities, diagrams, and relations.

Feyod MCP Server

Enables natural language querying of Feyenoord football match data, converting questions to SQL queries and returning results.

sherweb-mcp

MCP server for Sherweb Partner API - distributor billing, service provider management, customer subscriptions, and payable charges

Gemini OCR MCP Server

Provides OCR services powered by Google's Gemini API to extract text from images via file paths or base64 strings. It enables high-accuracy text recognition and CAPTCHA processing through simple MCP tools.