Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
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A MCP server to search for accurate academic articles. More scholarly vendors will be added soon.
_Join us in accelerating scientific discovery with AI and open-source tools!_
_Join us in accelerating scientific discovery with AI and open-source tools!_
Building a good MCP server is empirical work, and you rarely do it alone anymore: a coding agent can run every benchmark and read every trace, but the numbers only get good when the developer stays…
A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models —
Remote MCP for MCP consent scope receipt, structured receipts, audit logs, and reviewer-ready eviden
Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.
Score any MCP server against a 100-point production-readiness rubric (static AST + PyPI +...
A blazing fast, ultra-lightweight Model Context Protocol (MCP) server for AST-based code intelligence and semantic discovery. It runs as compiled Node.js JavaScript for npx, uses oxc-parser by…
MCP server for browser automation using Puppeteer
Take Wayland screenshots via grim/slurp. Full screen, region, or interactive crop.
A Model Context Protocol server that provides screenshot and OCR capabilities
Fast screenshot capture tool for web pages - optimized for Claude Vision API
and add mcp.json to your mcp config like this:
MCP server for GA and GSC data analysis
Multi-account Google Search Console MCP server for operators who need one MCP surface across multiple sites or clients without restarting the server.
基于 SearXNG 的免费搜索 MCP 服务器,提供多种类型的网络搜索功能,无需 API 密钥。
Web search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.
An example of an MCP Server for use by an AI Agent, designed to allow the AI Agent to search for new external information through SearXNG's open-source meta-search engine.
MCP server for SearXNG integration
A Model Context Protocol (MCP) server for category-aware web search, website scraping, and date/time tools. Designed for seamless integration with
A Model Context Protocol (MCP) server giving AI agents web search and URL fetching through your own self-hosted
MCP runtime security proxy. Blocks dangerous AI agent tool calls with a policy engine.
Deterministic no-LLM MCP server that scrubs secrets before they reach an agent. Never leaks values.
This repository contains Model Context Protocol (MCP) servers that enable MCP clients (like Claude Desktop or the cline.bot VS Code extension) to
A Model Context Protocol (MCP) server providing comprehensive security analysis capabilities through integration with OSV.dev vulnerability database and native Go-based code analysis and secret detection engines.
A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
Audit your package.json dependencies
Works as a CLI tool (mcp-audit) or as an MCP server itself (mcp-security-audit).
Audit MCP servers for tool poisoning, rug pulls and supply-chain risk (OWASP MCP Top 10).
Static AST security scanner detecting command injection, leaked secrets, and SSRF in MCP tools.
MCP server for ByteDance Seedream AI image generation
An MCP ([Model Context Protocol](https://docs.anthropic.com/en/docs/agents-and-tools/mcp)) server that provides access to Jewish texts from the
Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.
MCP Browser Console Capture Service 是一个基于 FastMCP 框架的浏览器自动化服务,专门用于智能舆情分析系统。该服务提供了完整的浏览器控制、JavaScript 执行、控制台日志捕获和页面交互功能。
A Model Context Protocol (MCP) server for Selenium WebDriver — browser automation for AI agents.
A Haskell implementation of MCP Selenium Server using WebDriver, enabling browser automation through standardized MCP clients like Claude.
MCP server for SendGrid — global transactional + marketing email (Twilio-owned)
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals, and audit trails.
Precision-first security scanning for Model Context Protocol servers.
A Model Context Protocol server for retrieving and analyzing issues from Sentry.io. This server provides tools to inspect error reports, stacktraces, and other debugging information from your Sentry account.
Security scanner and runtime proxy for MCP servers.
A Model Context Protocol server for retrieving and analyzing issues from Sentry.io. This server provides tools to inspect error reports, stacktraces, and other debugging information from your Sentry…
This is a Node.js + TypeScript implementation of the Model Context Protocol (MCP) Sentry server. It provides integration with Sentry for retrieving error reports and stacktraces through MCP.
A Model Context Protocol (MCP) server for Sentry
MCP (Model Context Protocol) server for technical SEO & GEO audits, powered by the detail.web engine — real measurements, not LLM guesses. Run it from Cursor, Claude Desktop or any MCP client. 8…
A Model Context Protocol (MCP) server for SEO auditing with Google Search Console, Indexing API, Chrome UX Report, PageSpeed Insights, local
AI-powered SEO and marketing intelligence — keyword research, SERP analysis, backlink checking, and content optimization for any website.
An MCP (Model Context Protocol) server for simulating DNA and amino acid sequences using various evolutionary models and algorithms. This server
A Model Context Protocol (MCP) server providing a structured thinking journal: schema-validated thoughts, an append-only audit trail, structural analysis, and session export/import. It records and organizes a thinking…
Lightweight MCP sequential thinking scratchpad with optional tool-plan validation
This is a repository for testing with Model Context Protocol
Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker
🔌🔄 Simple MCP Server Deployment
mcp-server is an MCP server on MCP.so — view details, tools, and install instructions.
EQIQs™ is a 21-framework personality and compatibility assessment for coaching, communication and team development.
// 日志级别 const LOG_LEVEL = process.env.LOG_LEVEL || "info"; const DEBUG = LOG_LEVEL === "debug";
A Model Context Protocol server that gives any MCP client (Claude Desktop, Cursor, and others) access to the TranscriptFetch API: a production transcript API for YouTube, TikTok and Instagram, with…
First-party remote MCP server for cryptostruct.com — historical crypto and prediction-market data (tick-level daily files from 35 venues including Kalshi and Polymarket) plus live market statistics…
Connect assistants to Crontinel's monitoring evidence. This package runs as a local stdio adapter. Version 0.3 adds generated MCP keys and fetches the permitted tool list from the hosted server.