Discover Awesome MCP Servers

code-index-mcp

Rust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime — 25 MCP tools (18 universal + 7 BSL-specific), tree-sitter AST for 10 languages, federation across multiple repos.

@tscafejr/mcp

A collection of MCP servers distributed as a single npm package, including mcp-visualizer which uses Puppeteer for screenshots, typing, and network/console diagnostics on any web framework.

lordicon-mcp

An MCP server that allows AI agents to search, preview, and generate embed code for Lordicon animated icons. It provides tools for browsing icon families and generating ready-to-use snippets in HTML, React, and web component formats.

pdf-search-mcp

MCP server for full-text search across PDF document collections with offline indexing, ranked results, snippets, and page rendering.

Sprite MCP Server

Enables management of Sprite VMs through interactive dashboards and terminal interfaces. It allows users to execute commands, create filesystem snapshots, transfer files, and manage VM lifecycles via natural language.

Niagara MCP Server

Dynamically discovers and exposes Azure API Management APIs as MCP tools, enabling Copilot Studio to call them via natural language without hardcoding.

clausius

An MCP server for monitoring and managing multi-cluster Slurm GPU jobs, enabling AI agents to execute commands, check allocations, and explore logs across HPC clusters.

pesticide-mcp

A Model Context Protocol server for querying Japanese pesticide registration information from FAMIC CSV data. Provides tools to search pesticides, retrieve applications, and check registered uses with detailed safety notices.

Rust MCP Stdio Server Test

unofficial SDK for MCP servers in Rust

faden

Enables posting to multiple social media platforms (X, LinkedIn, Facebook, Instagram, etc.) via a unified API, handling OAuth, media, and scheduling for each network.

numbers-cli

Enables AI agents to create, read, view, and edit Apple Numbers spreadsheets through the Model Context Protocol, leveraging both a parser engine and the Numbers application for formula evaluation and export.

APK Security Guard MCP Suite

Integrates multiple Android APK security analysis tools into MCP standard APIs for automated static and dynamic analysis and vulnerability detection.

karst

MCP server for local codebase analysis, enabling semantic code search, impact analysis, and pack-scoped retrieval with cited file:line results.

MLX Whisper MCP Server

Local MCP server for MLX Whisper transcription

FastMCP Server Template

A production-ready MCP server template that enables developers to quickly build and deploy MCP servers with dynamic tool/resource loading, YAML-based prompts, and seamless OpenShift deployment. Supports both local development with hot-reload and production HTTP deployment with optional JWT authentication.

markdown-new-mcp

Convert PDF, DOCX, XLSX, images, and 20+ formats to Markdown using markdown.new API.

GCP Sales Analytics MCP Server

Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public datasets through an AI agent that automatically routes questions to the appropriate data source for sales and e-commerce analytics.

TinyMCP

A lightweight MCP router for FastAPI that enables adding MCP tools to FastAPI applications with ease.

scribefy-mcp

MCP server for Scribefy — extract YouTube transcripts from Claude Desktop, Cursor, Windsurf, ChatGPT custom GPTs, or any other MCP-compatible client.

conapesca-db-mcp

MCP server for querying the CONAPESCA historical fishing landings database (2001–2026) from Mexico's Pacific and Gulf coasts, providing tools to extract and analyze standardized landing records (avisos de arribo).

TrustRails MCP Server

Searches UK electronics products across multiple retailers, compares prices, and provides purchase links.

synter-mcp-server

MCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more

MCP Inspector Server

A basic MCP server template that provides a foundation for building custom tools, resources, and prompts. Serves as a starting point for developers to create their own MCP server functionality.

Skills Registry MCP Server

Enables intelligent discovery and management of Claude Skills through semantic search, ratings, favorites, and community curation. Provides tools to search, upload, rate, and organize skills with natural language queries and comprehensive metadata.

pdf-chart-parser

An MCP server that extracts energy-usage charts from utility-bill PDFs, returning structured time-series data and annotated images.

Streetlight

Enables MCP-capable agents to control REAPER through safe, typed operations for game audio workflows such as creating variations and rendering WAV files.

claude-colab

Enables Claude Code to execute shell commands, Python code, and file transfers on a Google Colab T4 GPU via an MCP server, bridging the GPU gap for AI coding agents.

ai-memory-mcp

Enables AI assistants to retain memory across sessions by storing conversations locally in Markdown files, allowing personalization and continuity without external servers.

M-Team MCP Server

Enables AI assistants to interact with the M-Team private torrent tracker API for searching resources, retrieving torrent details, and downloading torrent files. It provides a bridge for Model Context Protocol clients to manage and access private tracker content through natural language.