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Best API Testing & Monitoring Agents

Automated API testing, monitoring, and documentation tools powered by AI.

167 agents found · Sorted by trust score

AgentDescriptionCapabilitiesProtocolsStarsType

Trendradar

Mcp Server by sansan0
76.5

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,

containersdockerlanguage-modelsmessaging
MCP
★ 49.2k Python
76.5

Xhs Downloader

Mcp Server by JoeanAmier
69.9

小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件

api-integrationcontainersdata-processingdatabase
MCP
★ 10.4k Python
69.9

Fastapi Mcp

Mcp Server by tadata-org
69.6

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

api-integrationauthenticationlanguage-models
MCP
★ 11.7k Python
69.6

Hexstrike Ai

Mcp Server by 0x4m4
69.2

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug boun

ci-cdinformation-retrievallanguage-modelssearch
MCP
★ 7.5k Python
69.2

Lamda

Mcp Server by firerpa
68.7

The most powerful Android RPA agent framework, next generation of mobile automation robots.

testing
MCP
★ 7.7k Python
68.7

Browser Tools Mcp

Mcp Server by AgentDeskAI
67.8

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

anthropicbrowser-automationlanguage-modelslogging
MCP
★ 7.1k JavaScript
67.8

Httprunner

Mcp Server by httprunner
67.6

HttpRunner 是一款开源的 API/UI 测试框架,简单易用,功能强大,具有丰富的插件化机制和高度的可扩展能力。

api-integrationtestingweb-browsingweb-scraping
MCP
★ 4.3k Go
67.6

Klavis

Mcp Server by Klavis-AI
67.3

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

api-integrationauthenticationdiscordlanguage-models
MCP
★ 5.7k Python
67.3

presenton

Agent by presenton
67.2

Open-Source AI Presentation Generator and API (Gamma, Beautiful AI, Decktopus Alternative)

automation
REST
★ 4.4k HTML
67.2

Integuru

Agent by Integuru-AI
66.3

The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs.

automation
REST
★ 4.6k Python
66.3

codeinterpreter-api

Agent by shroominic
66.0

👾 Open source implementation of the ChatGPT Code Interpreter

code-generationconversational
REST
★ 3.9k Python
66.0

Bifrost

Mcp Server by maximhq
65.2

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

ci-cdlanguage-modelstesting
MCP
★ 3.0k Go
65.2

Ddgs

Mcp Server by deedy5
64.2

A metasearch library that aggregates results from diverse web search services

api-integrationinformation-retrievalsearchweb-browsing
MCP
★ 2.3k Python
64.2

kite

Tool by kite-org
64.1

🪁 A lightweight, modern Kubernetes dashboard that unifies multi-cluster and resource management, enterprise-grade user governance (OAuth, RBAC, and audit logs), and AI agents in one workspace. Not jus

monitoring
REST
★ 2.4k TypeScript
64.1

holmesgpt

Framework by HolmesGPT
64.0

SRE Agent - CNCF Sandbox Project

conversationalmonitoring
REST
★ 2.0k Python
64.0

Data Api Builder

Mcp Server by Azure
63.3

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

api-integrationazureclouddatabase
MCP
★ 1.3k C#
63.3

Awesome Hacking Lists

Mcp Server by taielab
63.0

A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

language-modelstestingweb-browsingweb-scraping
MCP
★ 1.3k
63.0

Jadx Ai Mcp

Mcp Server by zinja-coder
62.8

Plugin for JADX to integrate MCP server

language-modelstesting
MCP
★ 1.5k Java
62.8

Pilot Shell

Mcp Server by maxritter
62.7

The professional development environment for Claude Code. Tests enforced, context preserved, quality automated.

anthropiccode-generationlanguage-modelstesting
MCP
★ 1.5k TypeScript
62.7

Zenfeed

Mcp Server by glidea
62.6

Make RSS 📰 great again with AI 🧠✨!! [网页监控工具-预定送会员:https://waitlist.dingding.glidea.app]

communicationemaillanguage-modelsmonitoring
MCP
★ 1.7k Go
62.6

Litterbox

Mcp Server by BlackSnufkin
62.5

A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabiliti

containersdeploymentdockerlanguage-models
MCP
★ 1.3k YARA
62.5

Mcphub.Nvim

Mcp Server by ravitemer
62.4

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

code-generationlanguage-modelstesting
MCP
★ 1.7k Lua
62.4

Unity Mcp

Mcp Server by IvanMurzak
62.4

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line.

anthropicci-cdcode-generationlanguage-models
MCP
★ 1.3k C#
62.4

Web Eval Agent

Mcp Server by refreshdotdev
61.9

An MCP server that autonomously evaluates web applications.

testingweb-browsingweb-scraping
MCP
★ 1.2k Python
61.9

Tuui

Mcp Server by AI-QL
61.7

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

anthropicapi-integrationlanguage-modelsopenai
MCP
★ 1.1k TypeScript
61.7

Grafbase

Mcp Server by grafbase
61.4

The Grafbase GraphQL Federation Gateway

api-integrationgraphqlweb-browsingweb-scraping
MCP
★ 1.2k Rust
61.4

Apify Mcp Server

Mcp Server by apify
61.4

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automa

api-integrationci-cddata-extractiongeolocation
MCP
★ 915 TypeScript
61.4

Massgen

Mcp Server by massgen
61.2

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Joi

discordlanguage-modelsmessagingtesting
MCP
★ 843 Python
61.2

Bank Api

Mcp Server by erwinkramer
60.5

The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

api-integration
MCP
★ 802 C#
60.5

Vibetest Use

Mcp Server by browser-use
60.5

Vibetest MCP - automated QA testing using Browser-Use agents

browser-automationtestingweb-browsing
MCP
★ 777 Python
60.5

helix

Agent by helixml
60.3

♾️ Private Agent Fleet with Spec Coding. Each agent gets their own desktop. Run Claude, Codex, Gemini and open models on a full private GenAI Stack ♾️

code-generationretrieval-augmented-generation
REST
★ 741 Go
60.3

Kali Server

Mcp Server by Wh0am123
60.3

MCP configuration to connect AI agent to a Linux machine.

testing
MCP
★ 577 Python
60.3

ai-hedge-fund-crypto

Agent by 51bitquant
60.3

AI-Hedge-Fund for Crypto 🚀 AI-powered hedge fund for cryptocurrency trading, leveraging LLM agents for intelligent decision-making.

retrieval-augmented-generationtesting
REST
★ 538 Python
60.3

Awesome Mcp Security

Mcp Server by Puliczek
60.1

🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️

testing
MCP
★ 667
60.1

For Security

Mcp Server by cyproxio
60.0

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workfl

databasesql-queriestestingweb-browsing
MCP
★ 567 TypeScript
60.0

Tda

Mcp Server by irockel
59.9

TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

monitoring
MCP
★ 538 Java
59.9

Ai Trader

Mcp Server by whchien
59.5

Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.

testing
MCP
★ 521 Python
59.5

Pdf Reader Mcp

Mcp Server by SylphxAI
59.4

📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage

document-processinglanguage-modelspdftesting
MCP
★ 564 TypeScript
59.4

Security Hub

Mcp Server by FuzzingLabs
59.1

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

containersdatabasedockersql-queries
MCP
★ 479 Python
59.1

Hub

Mcp Server by ravitemer
59.0

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

language-modelsmonitoring
MCP
★ 461 JavaScript
59.0

Mcpcan

Mcp Server by Kymo-MCP
58.9

MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verifica

api-integrationcontainersdeploymentdocker
MCP
★ 716 Go
58.9

Claude Codex Settings

Mcp Server by fcakyon
58.9

My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.

code-generationcode-managementgitgithub
MCP
★ 507 Python
58.9

EVA

Tool by ARCANGEL0
58.8

EVA is an AI-assisted penetration testing agent that enhances offensive security workflows by providing structured attack guidance, contextual analysis, and multi-backend AI integration.

automationtestingworkflow-automation
REST
★ 389 Python
58.8

Cheatengine Mcp Bridge

Mcp Server by miscusi-peek
58.7

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

information-retrievalsearchtesting
MCP
★ 391 Lua
58.7

Graphql

Mcp Server by blurrah
58.5

Model Context Protocol server for GraphQL

graphqllanguage-models
MCP
★ 371 TypeScript
58.5

Alfanous

Mcp Server by Alfanous-team
58.3

Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...

api-integrationinformation-retrievalsearch
MCP
★ 283 Python
58.3

Nexus

Mcp Server by Nexus-Router
58.2

Govern & Secure your AI

api-integrationlanguage-models
MCP
★ 485 Rust
58.2

Anytype Mcp

Mcp Server by anyproto
57.8

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.

api-integration
MCP
★ 341 TypeScript
57.8

Chrome Devtools Mcp

Mcp Server by benjaminr
57.6

An MCP Server for Chrome DevTools, following the Chrome DevTools Protocol. Integrates with Claude Desktop and Claude Code.

browser-automationcode-generationmonitoringweb-browsing
MCP
★ 290 Python
57.6

N8N Workflow Builder

Mcp Server by salacoste
57.2

AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17

api-integrationcode-generationdata-processingmonitoring
MCP
★ 218 JavaScript
57.2