Discover Awesome MCP Servers

cachebro

Provides file caching and diff tracking for AI coding agents, reducing token usage by returning changes or confirming no changes instead of full file contents on repeated reads.

Elections Canada MCP Server

Provides access to Canadian federal election data, enabling queries about ridings, parties, vote shares, and close races for the 2021 and 2025 elections.

Notes MCP

An MCP server that enables AI assistants like Claude to access and manipulate Apple Notes on macOS, allowing for retrieving, creating, and managing notes through natural language interactions.

OpenGenes MCP Server

Provides standardized access to aging and longevity research data from the OpenGenes database, enabling AI assistants to query comprehensive biomedical datasets through SQL and structured interfaces.

google-ads-mcp

An MCP server for the Google Ads API, providing 29 tools for campaign management, reporting, and optimization.

MCP Launch Lens

Scores MCP servers for launch-readiness across trust, tool UX, docs, observability, marketplace fit, and partner narrative, and generates partner briefs and launch path comparisons.

Figbridge

Bridges Figma and code for AI agents, enabling reading design data, importing live URLs into Figma, auditing designs, and generating source patches via 48 MCP tools.

Zignet

Enables AI-powered Zig programming assistance through code generation, debugging, and documentation explanation. Uses local LLM models to provide idiomatic Zig code creation and analysis capabilities.

@ikenga/mcp-iyke

MCP server that exposes the Ikenga desktop app's iyke control bridge, allowing MCP clients to drive a running Ikenga session via tools for navigation, runtime inspection, and project management.

Jira Data Center MCP Server

Enables LLMs to interact with Atlassian Jira Data Center through natural language queries for semantic search and automated workflow execution. It provides secure tools to discover, inspect, and execute Jira API operations using production-ready authentication methods.

mcp-searxng-tool

AIエージェントがSearXNGサービスを通じて外部ウェブサイトのコンテンツや情報を検索できるようにするためのMCPサーバー。

cursor-agent-bridge

Enables MCP clients like Claude Code to delegate coding tasks to the local Cursor Agent CLI, with persistent per-workspace sessions that resume across calls.

Income Screener MCP Server

Connects Claude to E\*Trade for income-oriented trading research, providing real-time quotes, option chain lookups, and put-sell candidate screening with annualized yield filters.

PR Review MCP Server

Enables management of GitHub pull request review threads through natural language, allowing users to list, reply to, and resolve PR review comments using GitHub's GraphQL API.

debugbase-mcp

Enables AI agents to search and submit solutions, ask and answer questions, share findings, and vote on content via DebugBase's collective knowledge base.

MCP Fish Server

Enables text-to-speech generation via Fish Audio models, including voice library browsing and task management.

Frappe Assistant Core

MCP server that enables LLMs to interact with ERPNext/Frappe sites for document CRUD, search, reports, workflows, and analytics, respecting user permissions and logging all actions.

subconscious-mcp

Local-first semantic memory layer for MCP agents. Recall, remember, forget, stats over stdio. ChromaDB plus sentence-transformers, all on-machine.

Roblox Studio MCP

Enables AI coding tools to control Roblox Studio for workspace exploration, instance manipulation, and script management. It provides tools for playtesting, scene rendering, and integration with the Roblox Creator Store.

Google Ads MCP Server

A comprehensive Google Ads MCP server providing ~47 tools for full read/write access to Google Ads accounts, including campaign management, ad creation, keyword management, and reporting.

research-mcp

A stateless MCP server that provides web search, single page reading, and batch page reading tools, with automatic failover across multiple search and content extraction providers.

mcp-see

Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI, Claude), performing tasks like image description, object detection with bounding boxes, region-specific analysis, and precise color extraction without consuming context window with raw pixels.

Tripo3D MCP

A tool integration that wraps Tripo3D API capabilities for 3D model generation, texturing, animation, and format conversion, supporting text/image-to-3D workflows via natural language commands.

ShortsMonkey MCP

A read-only MCP server for discovering YouTube outliers, analyzing viral Shorts, and evaluating single-video performance using stored snapshots.

MinIO MCP Server

Enables interaction with MinIO object storage through a standardized Model-Context Protocol interface. Supports listing buckets and objects, retrieving files, and uploading data to MinIO storage.

Uploadkit

Official MCP server for UploadKit, the file-uploads platform for developers. Gives Claude Code, Cursor, Windsurf, and Zed first-class knowledge of UploadKit's 40+ open-source React components, Next.js route handler scaffolding, wiring, BYOS (S3/R2/GCS/B2) configuration, and full-text search across 88+ docs pages. Runs locally via npx — no API key, no telemetry, no config.

hwatu

Verification browser for coding agents. Headless-by-default WebKit windows with DOM eval, screenshots, pixel-diff with a real match percentage and heatmap, and live hand-off to a human. One static binary, no Chromium.

Yandex Direct MCP Server

Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run protection preventing accidental spending.

NewsMCP — World news for AI agents

Real-time news events, clustered by AI from hundreds of sources, classified by topic and geography, ranked by importance.

space-feeds

Enables AI agents to access curated space and spaceflight RSS/Atom feeds via tools to list feeds, read feed items, and fetch any feed by URL.