Discover Awesome MCP Servers

mcp-filesystem

Provides advanced filesystem operations for AI-assisted development, including batch file reading, renaming, moving, project structure display, and command execution with Python virtual environment auto-activation.

zentric-protocol-mcp

Security middleware for LLM apps and AI agent pipelines. Detects prompt injection attacks (22 signatures, 7 languages) and anonymizes PII (17 entity types). Deterministic, sub-25ms, GDPR Art.30 compliant.

FixFlow

Collective memory for AI agents. One agent solves a bug - every agent in the world gets the fix instantly.

Metabase MCP Server

Enables AI assistants to interact with Metabase analytics platform, allowing them to query databases, manage dashboards, execute SQL queries, and organize collections through natural language.

graphics-mcp

Unified MCP server for graphics manipulation with multiple backends.

NIH Reporter MCP Server

Provides programmatic access to the NIH Reporter API for searching and retrieving detailed information on NIH-funded research projects, grants, and investigators. It enables AI assistants to query project abstracts, funding amounts, and organization details through natural language.

awesome-confluence-mcp

🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markdown conversion. Supports listing, searching, and fetching pages.

workday-docs-mcp

Enables AI coding agents to search, read, and cite official Workday developer documentation, grounding their answers in real docs instead of hallucinating. Particularly useful for building Workday Extend apps.

QR Code MCP Server

Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via Model Context Protocol clients. Users can save codes directly to local files or display them as terminal-friendly art through natural language commands.

paymongo-mcp

MCP server for PayMongo payment gateway (Philippines). Supports payment intents, sources, payments, refunds, and checkout sessions via Basic Auth.

GeoScholar

A multi-source MCP literature search server for geoscience and well-logging workflows, supporting unified search across CNKI, GEOPHYSICS, Petrophysics, OnePetro, SPE, SPWLA, EAGE, AAPG, Wanfang, and CQVIP with metadata enrichment and compliance-first downloading.

Dad Joke MCP Server

A Python-based MCP server that generates creative dad joke prompts on any topic in various styles, enabling AI agents to produce dad jokes through natural language requests.

MyClaw Toolkit MCP Server

A comprehensive developer utility MCP server that provides 23 tools including web search, currency conversion, crypto prices, QR code generation, JSON formatting, and more.

Gladia MCP

Máy chủ giao thức ngữ cảnh mô hình chính thức cho phép tương tác với các API Chuyển giọng nói thành văn bản và Trí tuệ âm thanh mạnh mẽ, cho phép các ứng dụng khách như Claude Desktop phiên âm âm thanh, phân tích giọng nói, dịch nội dung, v.v.

tailpipe-mcp

Connects AI assistants to cloud and SaaS logs via Tailpipe, enabling natural language querying and analysis of log data.

Swarm MCP

MCP server for Ethereum Swarm decentralized storage. Provides 12 tools for uploading and downloading data and files, managing postage stamp batches, and working with Swarm feeds — all via the Bee API. Works with the public Swarm gateway or a local Bee node.

AI-Driven Remediation Testing

Orchestrates end-to-end testing of AI-powered incident remediation workflows through declarative YAML scenarios, fault injection, AI response evaluation, and automated command execution with comprehensive reporting.

asqav-mcp

AI agent governance through MCP - policy enforcement, quantum-safe audit trails (ML-DSA), multi-party authorization, and compliance reporting for AI agents.

Adonis MCP

Một gói AdonisJS để xây dựng các máy chủ MCP từ xa.

Remote MCP Server

A serverless implementation of Model Context Protocol server on Cloudflare Workers that allows users to deploy and customize AI tools without authentication requirements.

mcp-xhs-publisher

MCP server for automatically publishing text, image, and video notes to Xiaohongshu (Little Red Book).

Venice MCP Server

Enables AI assistants to access Venice AI's capabilities including chat with open-source models, image generation, text-to-speech, embeddings, and API key management.

Budget Allocator

An interactive tool for visualizing and managing budget allocations across business categories with real-time charts and industry benchmarks. It allows users to adjust spending distributions and compare them against historical trends and startup stage data.

Escape Room MCP Server

A text-based escape room game server with a Korean exorcism theme that allows users to explore scenes, investigate objects, and make choices to progress through the story.

MCP-Server for MSSQL

Provides secure, API-key authenticated access to on-premise MSSQL databases, enabling SQL query execution, schema exploration, and stored procedure management through MCP.

ACR — Agent Composition Records

Interaction profile registry for AI agents. Log interactions to build a behavioral profile, query it through lenses: friction, coverage, stable corridors, failure registry, and trend. 21 tools.

Mercury Enhanced MCP

A custom MCP server for the Mercury banking API that uses personal API tokens to avoid session expiry. It provides 15 tools for managing accounts, transactions, recipients, treasury, and more.

orphanet-link

An MCP server that enables querying rare-disease data from Orphanet, including disease nomenclature, cross-references, classifications, gene associations, HPO phenotypes, epidemiology, and natural history.

GHL MCP Server

Enables AI agents to programmatically manage GoHighLevel accounts through a Cloudflare Workers-based server. It currently supports CRUD operations for custom fields, custom values, and object folders with plans to include contact and pipeline management.

Agent Evidence MCP

A local evidence recorder that captures screenshots, recordings, notes, and summaries during long-running agent tasks, enabling reviewable task records with timelines and artifacts.