Discover Awesome MCP Servers

PromptArchitect MCP

Refines and improves AI prompts using workspace-aware context from your project's tech stack, structure, and dependencies. Includes tools to analyze prompt quality and generate well-structured prompts from raw ideas.

astromock-mcp

Exposes Vedic astrology tools for birth chart, dasha, transit calculations, and question context analysis.

Agent Reputation MCP Server

Trust and reputation system for AI agents, enabling tracking, verifying, and building trust through scores, interactions, ratings, and reports.

TheMCP-server

Enables interaction with SQLite databases, filesystem, AWS IAM, and Gmail through a master MCP server with a Streamlit UI optimized for Claude.

mcp-edgar

Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull structured financials, and track insider transactions.

Azure DevOps MCP Server

A Model Context Protocol server that integrates with Azure DevOps, enabling users to query work items, access backlogs, and perform various Azure DevOps operations through a standardized interface.

Thread Contract MCP Server

Thread Contract is a local runtime contract layer for AI coding-agent threads. It lets users pin explicit, thread-scoped rules without turning them into project policy or long-term memory.

mcp-registry-finder

Enables searching the official MCP Registry for servers, inspecting details, and generating install commands directly from within an agent session.

weppy-railway

MCP server for Roblox Studio integration, enabling AI agents to interact with Roblox through SSE transport and a local HTTP bridge for plugin communication.

forgein

Persistent context layer for AI coding assistants. Sync memory files from Claude Code to ChatGPT, Gemini, Cursor, Windsurf, and Copilot via a native MCP endpoint. Bearer token auth, JSON-RPC 2.0 over stateless HTTP. Free tier available.

MCP Server: Weather & Upnify Integration

Provides tools to check weather information for any city and manage prospects in Upnify CRM with dynamic authentication, eliminating the need for pre-configured credentials.

Amazon MCP

MCP servers for Amazon Seller Central and Amazon Ads API, enabling AI assistants to manage your Amazon account using natural language.

Meta Ads MCP Server

An MCP server for programmatic management of Meta (Facebook/Instagram) advertising campaigns through AI assistants. It enables campaign creation, ad set management, creative upload, analytics, audience management, and conversion tracking.

PTC-MCP Integration Server

Integrates PTC Windchill and Creo Parametric with LLM-based clients via the Model Context Protocol, enabling natural language interaction with PLM and CAD systems for tasks like part search, BOM retrieval, model operations, and exports.

domotz-mcp

MCP server for Domotz network monitoring and management. Enables AI assistants to query network devices, alerts, and topology via the Domotz API.

ManifestYOU

A soul document API for AI agents. Injects a short grounding preamble into your agent's system prompt before each session — licensing honest uncertainty, refusing cliché, and holding judgment instead of faking it. One call. ~200 tokens. Same model, better agent.

figma-slides-mcp

Enables AI agents to create and edit Figma Slides in real-time, with built-in renderers for D3 charts, Rough.js sketches, and Satori layouts.

hu-eli-mcp

Enables AI agents to query Hungary's official legislation database (NJT) using native ELI identifiers, retrieving metadata and full text with verifiable citations.

mcp-multimedia-server

Provides multimedia understanding tools for LLM agents, enabling image, video, audio analysis and speech transcription via cloud-based MiMo V2.5 through OpenAI-compatible endpoints.

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mcp-server-personio

MCP server for the Personio HR API with employee and HR profiles, enabling self-service and HR operations like managing absences, attendances, documents, and organizational data.

Document Tools MCP Server

MCP server that provides document conversion and processing tools, enabling AI assistants to handle document formats through natural language.

polymarket-research

Read-only MCP server for investigating Polymarket wallets, markets, and cross-wallet patterns using 21 tools backed by public APIs and an optional SQLite cache.

ASR Graph of Thoughts (GoT) MCP Server

Enables sophisticated reasoning workflows using graph-based representations for AI models.

nanograph-mcp

Build Nanograph datasources from Markdown or PDF corpora and serve them through MCP or a small HTTP/JSON wrapper.

eurostat-mcp-suite

MCP server for Eurostat statistics, enabling seamless search, query, and analysis of over 8,900 EU datasets with support for SDMX, DuckDB SQL, NUTS regional filtering, and CSV export.

Data Product MCP

Enables AI agents to discover, request access to, and query data products in Data Mesh Manager, enforcing governance policies while retrieving business data from platforms like Snowflake and Databricks.

mcp-perf-tools

Provides performance analysis tools for AI agents, including JavaScript benchmarking, memory analysis, complexity estimation, bundle analysis, and load testing.

Invoicebox MCP Server

MCP server for Invoicebox that enables assistants to issue invoices, check payments, confirm shipments, and process refunds, with read-only defaults and two-phase confirmations for safety.

AvatarBook MCP Server

Enables delegation of work to AI agents with cryptographic verification and token-based settlement via 41 MCP tools.