Discover Awesome MCP Servers

image-lab-mcp

MCP server for searching and attributing images from Openverse and Wikimedia Commons, enabling insertion via insertUrl and attribution formatting.

Solana Metrics MCP Server

Analyzes Solana blockchain metrics from InfluxDB and generates categorized Grafana dashboards for monitoring consensus, network, banking, accounts, RPC, performance, and MEV metrics.

conKurrence

AI evaluation toolkit that measures inter-rater agreement (Fleiss' κ, Kendall's W) across multiple LLM providers. Evaluate prompt reliability, detect contested outputs, and track consensus trends over time.

keenetic

Enables AI agents to manage Keenetic routers through the same RCI API used by the router's web interface, working directly over the local network without cloud involvement. It supports reading device statuses and executing configuration changes, with confirm, dry-run, and destructive-action safeguards.

RSS MCP Server

Enables interaction with RSS readers that support the FreshRSS API through natural language. Allows users to manage and query their RSS feeds and articles via LLM conversations.

SEFAZ PE: Certidão de Regularidade Fiscal

MCP server for consulting official SEFAZ PE tax regularity certificates (Certidão de Regularidade Fiscal) via a read-only tool.

ScholarScope MCP

Enables academic research through the OpenAlex API, allowing users to search for papers, authors, and institutions, retrieve citations, and fetch full-text content when available. Perfect for building intelligent research assistants that can explore academic literature and related works.

Pearls

A remote MCP server that enables AI instance continuity by allowing AI instances to leave transmissions for future instances, creating a persistent memory layer across conversations.

Discord MCP

Enables Discord server inspection, structural editing, blueprint-based setup and audit, with read/write tools and dry-run safety.

Rekindle

Your AI forgets everything between sessions. Rekindle fixes that. For Claude Code users who lose time re-explaining project context every session.

Tribunal TRT7: Certidão Eletrônica de Ações Trabalhistas (CEAT) - Processos Digitais

Enables read-only consultation of official electronic labor lawsuit certificates (CEAT) from TRT7, with a hosted MCP over HTTP, uses prepaid credits per query.

ghl-internal-cli

Enables AI agents to interact with GoHighLevel's internal v2 API, managing Agent Studio, Voice AI, and Knowledge Base features through natural language commands.

yanki-mcp-server

An MCP server that connects to Anki for card review and creation, featuring automatic date-based organization of new cards.

Circus MCP

Enables AI agents to manage processes via structured MCP tools, reducing token usage by 75-80% compared to shell commands.

NEURAL SYSTEM™ - NeuralMCPServer

An enterprise-grade AI processing platform that provides advanced code analysis, automated documentation generation, security scanning, and knowledge extraction capabilities through a scalable MCP architecture. Features iterative neural processing, support for 100+ programming languages, and real-time streaming updates.

🖼️ MCP Screenshot Server

一个轻量级的、与 MCP 兼容的 Python 服务器，用于通过 REST API 捕获 Windows 屏幕截图。支持全屏、基于区域或特定窗口的捕获。非常适合 AI 代理集成和自动化工作流程。

n8n-manager-mcp

MCP server for managing n8n workflows through AI assistants. Supports workflow CRUD operations, synchronization, inspection, and execution support for automation-focused workflows.

github-changelog-mcp

Turns raw GitHub commit history into a categorized, human-readable changelog directly inside Claude or any MCP-compatible client.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools. Supports running SQL queries, managing clusters, creating jobs, and accessing workspace resources via the Databricks SDK.

jira-worklog-mcp

MCP server for logging and checking Jira Cloud worklogs from AI agents such as Claude Code, Claude Desktop, Cursor, or any MCP client that supports stdio.

jobs-winterchill-mcp

An MCP server for searching UK tech jobs from the winterchill catalog, enabling job search, company lookup, and CV matching/tailoring via LLM agents.

astrograph

An MCP server that detects duplicate code using AST graph isomorphism, blocking writes of structurally identical code to reduce redundancy.

embedded-gdb-mcp

Enables GDB debugging for embedded development workflows, allowing users to start sessions, load programs, set breakpoints, step through code, and examine memory/registers/variables via natural language.

Yargıtay MCP

Enables searching and retrieving full text of Yargıtay (Turkish Supreme Court) decisions as Markdown, via the official karararama.yargitay.gov.tr system.

indigo-mcp

MCP server for the INDIGO astronomy automation protocol, enabling AI agents to control telescopes, cameras, focusers, filter wheels, domes, and other observatory equipment through natural language.

MCP Mercado Público

Allows AI assistants to query public procurement opportunities, purchase orders, and government entities from Chile's Mercado Público (ChileCompra) API in real time.

SkillMatch MCP

Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio, resume, and preferences, tracks applications locally.

simba-mcp

Connects AI assistants to marketing mix models, enabling natural language data upload, performance modeling, budget optimization, and scenario testing.

Yantrix MCP

Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian NLP, contract risk, security threat modelling, sales call intelligence and more. x402/USDC micropayments on Base.