Discover Awesome MCP Servers

github-repository-analyzer

Enables natural-language analysis of GitHub repositories by exposing repository metadata, source code retrieval, search, and file reading as MCP tools, with answers grounded in the actual repository content.

Video Commerce Intelligence MCP

AI-powered commercial intelligence from YouTube videos. Extracts entities, scores monetization opportunities, analyzes audience intent, and discovers market gaps via the Model Context Protocol.

@blockchainacademics/mcp

An MCP server offering 99 tools for AI agents to access crypto editorial content, market data, on-chain analytics, sentiment, and proprietary indicators, with citations and time-stamped responses.

MCP Memory SQLite

Provides persistent memory and knowledge graph capabilities for AI assistants using local SQLite storage. Enables creating, searching, and managing entities, relationships, and observations with vector search support across conversations.

Synapse

Synapse indexes C# codebases into a FalkorDB-backed graph to provide deep structural insights including inheritance, interface implementations, and call chains. It enables AI assistants to query code architecture and navigate symbol relationships using an LSP-powered MCP server.

fallestatepaper-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources, enabling folding state analysis and manipulation in any MCP client.

MCPVeo

Google Veo AI video generation with text-to-video, image-to-video, multi-image fusion, 1080p upscaling, and multiple quality/speed models.

infra-advisor-mcp

Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO for AI workloads using deterministic calculators.

fe4-oracle-readonly

A Cursor plugin MCP server that enables read-only SQL queries to an FE4 Oracle database, enforcing SELECT-only access and credential pinning.

App Inventor MCP

Enables AI agents to build and edit MIT App Inventor projects as .aia files, supporting screens, components, properties, blocks, assets, and project merging.

Obsidian AI Brain

A local-first RAG, MCP, REST, and CLI bridge for Obsidian vaults that enables AI agents to retrieve cited knowledge from notes without uploading the vault.

mcp-apollo

An open-source, self-hosted MCP server for Apollo.io that gives AI agents direct access to Apollo's B2B sales intelligence database.

Bitrix24 MCP Server

A comprehensive MCP server for Bitrix24 CRM integration that enables AI agents to manage contacts, deals, tasks, leads, and companies. It also provides advanced tools for sales team monitoring, performance analytics, and automated CRM search capabilities.

Multi-Function Security MCP

Enables automated security detection and compliance auditing for cloud hosts and servers, including threat detection, baseline security checks, cryptocurrency miner detection, log analysis, and real-time monitoring through API and web dashboard.

MCP OCR Server

Extracts text from images using Tesseract OCR with support for local files, URLs, and raw image bytes. It provides production-grade OCR capabilities and multi-language support through the Model Context Protocol.

RunContext

Enables AI agents to understand and query your database safely by providing a semantic layer of metadata, with tools to search, explain, validate, and generate safe SQL.

Guarded Notes MCP

Enables local-only review and organization of Apple Notes on macOS with safety-gated moves, snapshots, one-use authorization, and rollback, without deletion or content editing.

Calibre MCP Server

Enables searching and reading books from your Calibre ebook library through MCP. Supports title, author, and full-text search across multiple formats with lightweight Windows-optimized implementation.

Latvian Data Protection MCP

Enables querying Latvian data protection regulations, decisions, and guidelines from the DVI directly from MCP-compatible clients.

chrome-remote-debugging-mcp

Controls a running Chrome/Chromium browser via the Chrome DevTools Protocol, enabling navigation, JavaScript evaluation, tab management, and raw CDP commands through MCP tools.

vitals

Exposes personal health data (recovery, sleep, strain, etc.) as MCP tools for AI agents to query and analyze.

whenwecan

Enables scheduling polls for group chats to find common available times, with tools to create polls, get results, add candidate slots, and finalize appointments.

frame-check-mcp

Enables structural framing analysis of documents, identifying perspectives, omissions, and reader positioning, with numerical claim verification against authoritative sources.

Local File Organizer

A file organization MCP server that safely categorizes and manages files in allowed directories by type, with search and analysis capabilities.

content-contracts-mcp-server

MCP server exposing content contract validators (SEO.md, PRODUCTHUNT.md, LINKEDIN.md) as tools so AI agents can verify generated content against concrete rules without maintaining linters. It provides linting and JSON-LD export tools with config and content passed as parameters, not file paths.

token-diet

An MCP server that reduces token usage by injecting graph-ranked repo maps, decision logs, and diff-only output into AI coding tool requests.

Crawl4ai MCP Server

Um servidor de Protocolo de Contexto de Modelo que fornece capacidades de rastreamento web usando o Crawl4ai.

GAIIA Expert Proxy (MCP Server)

MCP server for high-fidelity code audits, refactoring, and architectural analysis using specialized Proxy Experts.

vcf-automation-mcp-server

Enables LLM clients to browse and manage VCF Automation projects, catalog items, and deployments through MCP tools, including provisioning, day-2 actions, and deleting infrastructure.

Garmin MCP Server

Connects to Garmin Connect and exposes fitness and health data via 110+ tools for activities, health metrics, workouts, training analytics, and more to MCP-compatible clients.