Discover Awesome MCP Servers
Extend your agent with 54,775 capabilities via MCP servers.
- All54,775
- Developer Tools3,867
- Search1,714
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- AI Integration Systems229
- Cloud Platforms219
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- Database Interaction177
- Remote Shell Execution165
- Browser Automation147
- Databases145
- Communication137
- AI Content Generation127
- OS Automation120
- Programming Docs Access109
- Content Fetching108
- Note Taking97
- File Systems96
- Version Control93
- Finance91
- Knowledge & Memory90
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- Security71
- Image & Video Processing69
- Digital Note Management66
- AI Memory Systems62
- Advanced AI Reasoning59
- Git Management Tools58
- Cloud Storage51
- Entertainment & Media43
- Virtualization42
- Location Services35
- Web Automation & Stealth32
- Media Content Processing32
- Calendar Management26
- Ecommerce & Retail18
- Speech Processing18
- Customer Data Platforms16
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- Health & Wellness10
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- Google Cloud Integrations7
- Art & Culture4
- Language Translation3
- Legal & Compliance2
Codex MCP Server
Integrates OpenAI Codex CLI with Claude Code via MCP, enabling code execution, analysis, fixing, and web search within Claude Code.
renderdoc-mcp
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debugging and performance analysis through a headless Python API. It provides a comprehensive suite of tools for inspecting pipeline states, shader bindings, and exporting frame resources like textures and meshes.
zh-education-mcp
MCP server for education statistics of the Canton and City of Zurich (BISTA), providing tools to query pupil numbers, school district trends, secondary school profiles, nationality breakdowns, and gymnasium graduation rates.
MCP Servers Ruby Examples
cloudwright-mcp
AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports
GSC MCP Server
Enables interaction with Google Search Console to query search analytics, inspect URL indexing status, and manage sitemaps. It allows users to monitor SEO performance and site health through natural language commands in MCP-compatible clients.
Policy Troubleshooter API MCP Server
An MCP server that provides natural language interaction with Google's Policy Troubleshooter API, allowing users to troubleshoot access denied errors and analyze IAM policies.
jmeter-mcp
Integrates Apache JMeter with AI assistants to run and manage load tests through natural language. It enables users to execute test plans, parse results, inspect test structures, and compare performance metrics across different runs.
anchor-x402-mcp
9-tool MCP server for the anchor-x402 commodity services: dual-chain hash anchoring (Base + Solana), OFAC sanctions screening, signed decision attestation, mainnet tx decode, ENS/SNS name resolution, USD spot price, EVM calldata decode, datetime parser, and bundled wallet intelligence. Agents pay $0.001–$0.010 USDC per call directly from a Base wallet via x402 — no API keys, no accounts.
psu-mcp
MCP server for programmable bench power supply control, enabling autonomous bootloader-entry probing via precise power cycling and telemetry.
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@zhama/mcp-server
A TypeScript framework for building Model Context Protocol servers with a decorator-based API, enabling custom tools, resources, and prompts for AI applications.
vyos-mcp
An MCP server for managing VyOS routers via the HTTPS REST API, enabling configuration changes, operational commands, and system maintenance tasks. It also provides tools to search and read live VyOS documentation directly from official sources to assist with command syntax and router features.
MCP Chat
A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.
Modular RAG MCP Server
Converts unstructured documents into a searchable knowledge base and exposes retrieval tools via MCP protocol for AI agents to query.
loopsense
LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.
metalevel/snapix-mcp-server
MCP server for image optimization, conversion, AI generation, and gallery management via SnapiX API.
c2pa-mcp
Verifies C2PA Content Credentials for local files or URLs and returns an LLM-ready verdict on trust, AI generation, and provenance.
Zotero Chunk RAG
Enables passage-level semantic search over a Zotero library by extracting, chunking, and embedding PDF text using Gemini and ChromaDB. It provides MCP tools to perform topical searches and retrieve specific document passages with surrounding context.
Synthitect Protocol
An MCP server that implements the Contract-First Agentic Workflow (CFAW) methodology for AI-assisted software engineering, using a Mixture-of-Agents architecture with six tools to enforce contract-first development and maintain architectural integrity across coding sessions.
calculator-investment
Enables basic math, investment analysis (ROI, average cost, portfolio value), and loan calculations (monthly payment, total cost, early payment savings) through natural language.
Todoist MCP Server
Enables full management of Todoist accounts, including projects, tasks, sections, and labels, through the Model Context Protocol. It provides a comprehensive set of tools for performing CRUD operations and managing user information via the Todoist API.
bill4time-mcp
MCP server for Bill4Time providing API coverage for legal billing and time tracking, enabling natural language interaction with clients, projects, time entries, invoices, payments, and more from Claude Desktop.
Oracle-42 DarkIntel MCP
Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectorized data points from IronClaw pipeline.
Gmail MCP Server
Server MCP untuk berinteraksi dengan Gmail melalui IMAP dan SMTP
@jhzhu89/mcp-server-web-search
Enables web search via Azure OpenAI Responses API with the web_search_preview tool, returning results with citations.
mcp-open-sanctions
Enables querying global sanctions and politically exposed persons (PEP) data via OpenSanctions, with free access and no authentication required.
TrustLayer MCP Server
Provides read-only access to TrustLayer's public API, enabling users to query and retrieve data about parties, documents, projects, and other TrustLayer entities through MCP-compatible tools.
Gemini MCP
Remote MCP server that exposes Google Gemini's text, image, video (Veo), and audio transcription capabilities as tools any MCP client can call directly.
Strava MCP Broker
An HTTP broker that exposes Strava data and operations (activities, routes, segments, etc.) as MCP tools, allowing users to interact with their own Strava account via natural language using per-user OAuth2 authentication.