Discover Awesome MCP Servers

Formath MCP

Enables extraction of mathematical content from TeX papers and conversion to Lean code through a structured intermediate representation. Supports project scaffolding, entity management, and task tracking for mathematical formalization workflows.

Personal Memory MCP Server

A modern MCP server that provides Claude Desktop with the ability to store and retrieve personal information locally.

mcp-weather-server

Provides real-time weather, 5-day forecasts, and weather alerts for US states via NWS and WeatherAPI.com, accessible through natural language queries.

unreal-editor-mcp

Provides build diagnostics and editor log tools for Unreal Engine AI development, enabling Live Coding builds, parsing compile errors, searching/filtering logs, and crash context.

proofpoint-mcp

MCP server for Proofpoint Email Protection - email security, threat intelligence, TAP (Targeted Attack Protection), and email filtering API integration

Agent Prompt Injection Firewall MCP

WAF for AI agents — block prompt injection before it reaches the LLM.

chinchillo-mcp-server

チンチロができるMCPサーバーです。

Draw-it-MCP

A browser-based drawing application with AI integration that enables Claude to analyze artwork, provide feedback on composition and techniques, and discuss artistic concepts through MCP tools.

Aryn Local MCP Server

Enables processing PDFs via Aryn's API, typically used with a filesystem MCP server for file management.

AIOps MCP Servers

Server MCP untuk AIOps.

Promptbook MCP

A server that stores and semantically searches AI prompts via RAG, enabling developers to reuse prompts from AI coding assistants.

Expense Tracker MCP Server

Enables users to track expenses by adding, listing, and summarizing them with category support through natural language.

MCP-Audio Plugin

A voice-to-text transcription service that converts audio files to transcripts using SiliconFlow, supporting both multipart/form-data and base64 formats.

music-assistant-mcp

Enables AI assistants to control Music Assistant for music search, library browsing, playback, queue management, and playlist curation.

Flag MCP

Enables human-in-the-loop interaction for AI coding workflows through native desktop dialogs that present route choices, text input, and image annotation capabilities when AI assistants encounter decision points.

Polyagent MCP

Enables any MCP-compatible client to use existing Claude Code agents from .claude/agents/ directories. Spawns agents in separate CLI sessions for better context optimization and performance across Codex, Gemini CLI, and other AI coding assistants.

Librarian MCP

A Model Context Protocol server providing pre-curated canonical memory, prose/code provenance checking, and benchmark metrics to improve accuracy and reduce costs across AI tools.

token-savior

An MCP server that provides structural codebase indexing and surgical query tools to drastically reduce token usage through symbol-level searches and transitive impact analysis. It supports multiple languages and integrates with git to help AI agents understand code dependencies and the impact of changes in sub-millisecond time.

Tax Alert Chatbot MCP Server

A server that powers an interactive chatbot for querying and managing tax alerts in a SQLite database using Google Gemini models and LangGraph's REACT agent framework.

PayPal MCP Server

A server that provides integration with PayPal's APIs, enabling seamless interaction with payment processing, invoicing, subscription management, and business operations through a standardized interface.

opencode-personal-knowledge

A personal knowledge MCP server with vector database for the Opencode ecosystem. It enables semantic search, tag organization, and session memory logging, all running locally without external API keys.

Forage-mcp

MCP server giving AI agents real-time web search, page scraping, company intelligence, email discovery, local lead generation, and a persistent knowledge graph. Pay only for what you use, no subscriptions.

cognos-session-memory

Enables persistent session memory for LLMs by trust-scoring and injecting verified context between conversations.

Next Role MCP Proxy

A Model Context Protocol (MCP) proxy server that provides access to NextRole's professional CV and cover letter tailoring services. This proxy allows MCP-compatible clients to interact with NextRole's hosted services.

MCP E-commerce Demo

A Laravel-based Model Context Protocol demonstration that enables users to manage orders and query e-commerce data in Traditional Chinese through an AI-powered chat interface.

mcp-kafka-observer

An MCP server that gives AI agents real-time observability into Apache Kafka clusters, enabling natural language queries for broker health, consumer lag, and diagnostics.

RepCheck

Trust & reputation infrastructure for AI agents. Two tools: verify_agent returns trust scores and job history for any agent, report_outcome records completed jobs to build reputation over time. Open source, MIT licensed."

Pokémon Battle Simulation MCP Server

Enables fetching Pokémon data from PokeAPI, searching for Pokémon and moves, and simulating battles between two Pokémon with type effectiveness and status effects.

odata-mcp-proxy

A config-driven MCP server that exposes OData and REST APIs as MCP tools, enabling AI assistants to query, manage, and monitor SAP backends through natural language.