"Web and deep search functionality" matching MCP servers:

Deep Code Reasoning MCP Server
Code Execution RAG Systems Autonomous Agents
evalops
A
license
C
quality
D
maintenance
Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
Last updated 2026-06-20
10
106
MIT
Search MCP Server
Code Execution Developer Tools Autonomous Agents
krtw00
A
license
-
quality
-
maintenance
A lightweight and fast MCP server that enables AI agents to efficiently discover and execute tools through progressive disclosure, minimizing context consumption while supporting safe code execution in external environments.
Last updated 2025-11-08
10
Web-LLM MCP Server
Browser Automation Agent Orchestration Code Execution
ragingwind
F
license
-
quality
D
maintenance
A server that enables browser-based local LLM inference using Playwright to automate interactions with @mlc-ai/web-llm, supporting text generation, chat sessions, model switching, and status monitoring.
Last updated 2025-06-14
3
Torrent Search MCP Server
App Automation Code Execution Web Scraping
philogicae
A
license
A
quality
B
maintenance
A Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.
Last updated 2026-07-13
2
25
Python
MIT
MCP Perplexity Search
RAG Systems Code Execution
spences10
A
license
B
quality
F
maintenance
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat completion by utilizing specialized prompt templates for tasks like technical documentation, code review, and API documentation.
Last updated 2025-04-28
1
87
8
MIT
Fr Torrent Search MCP Server
App Automation Code Execution Web Scraping
philogicae
A
license
B
quality
F
maintenance
A Python MCP server that allows programmatic interaction to find torrents programmatically on YggTorrent and La Cale.
Last updated 2026-07-13
4
1
MIT
Web-QA
Testing & QA Tools App Automation Code Execution
GroundNG
A
license
-
quality
D
maintenance
AI-powered agent that streamlines web testing workflows by allowing developers to record, execute, and discover tests using natural language prompts in their AI coding assistants.
Last updated 2025-11-29
68
Apache 2.0
SolidWorks MCP
Code Execution Autonomous Agents
ladla90077-web
A
license
-
quality
C
maintenance
Connects to SolidWorks 2022 over COM to run, test, and auto-fix VBA macros, returning structured diagnostics for iterative correction by Claude.
Last updated 2026-07-02
2
MIT
OpenRouter Agents MCP Server
Agent Orchestration Knowledge & Memory Code Execution
wheattoast11
A
license
-
quality
C
maintenance
A Model Context Protocol server that enables conversational LLMs to delegate complex research tasks to specialized AI agents powered by various OpenRouter models, coordinated by a Claude orchestrator.
Last updated 2026-03-29
31
54
MIT
OpenAI and Claude MCP
Developer Tools Autonomous Agents Code Execution
Spysailor
A
license
-
quality
D
maintenance
A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.
Last updated 2025-04-13
34
MIT
Gemini Agent MCP Server
Search AI & Machine Learning Code Execution
cybaea
A
license
A
quality
C
maintenance
An advanced MCP server that provides an agentic interface to Google's Gemini 3.1 models via Vertex AI, combining real-time Google Search, URL analysis, and Python code execution to solve complex multi-step research and data tasks.
Last updated 2026-06-11
1
MIT
Template MCP Server
Developer Tools Code Execution App Automation
redhat-data-and-ai
A
license
-
quality
D
maintenance
A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.
Last updated 2026-07-02
64
Apache 2.0
even-better-playwright-mcp
Browser Automation Web Scraping Code Execution
SJMakin
F
license
A
quality
C
maintenance
An advanced Playwright MCP server that enables efficient browser automation through compressed accessibility snapshots, sandboxed code execution, and visual element labeling. It features 90% DOM compression and integrated DevTools for deep web inspection and interaction.
Last updated 2026-01-20
5
2
MCP Claude Code
Code Execution Shell Access File Systems
SDGLBL
A
license
A
quality
D
maintenance
An MCP server that implements Claude Code-like functionality, allowing the AI to analyze codebases, modify files, execute commands, and manage projects through direct file system interactions.
Last updated 2025-08-29
15
303
MIT
Deployable MCP Server
Developer Tools Code Execution
parameshwaran1
F
license
A
quality
D
maintenance
A simple and extendable MCP server that currently provides basic addition functionality and can be easily extended by defining new tools with docstrings.
Last updated 2025-06-14
4
AICre8 MCP Server
Developer Tools Code Execution Cloud Platforms
AICre8dev
A
license
A
quality
D
maintenance
Enables AI agents to create, modify, and deploy web projects through the AICre8 platform's sandbox environment. It supports project management, code generation, and direct shell command execution for streamlined web development.
Last updated 2026-03-13
7
3
MIT
mcp-toolkit
Search Knowledge & Memory Code Execution
YoshiLoL0526
A
license
A
quality
D
maintenance
A general-purpose MCP server providing web search, persistent memory storage, and secure code execution capabilities. It enables AI agents to search the web, store and retrieve data, and run Python/JavaScript code in sandboxed environments.
Last updated 2026-04-21
8
MIT
Bazel MCP Server
Developer Tools CI/CD & DevOps Code Execution
nacgarg
A
license
A
quality
D
maintenance
A local MCP server that exposes Bazel build system functionality to AI agents, allowing them to build, test, query, and manage Bazel projects through natural language even in environments where Bazel can't be directly accessed.
Last updated 2025-03-07
6
9
MIT
Claude Code Review MCP
Code Analysis Developer Tools Code Execution
praneybehl
A
license
A
quality
F
maintenance
An MCP server that provides code review functionality using OpenAI, Google, and Anthropic models, serving as a "second opinion" tool that works with any MCP client.
Last updated 2025-05-16
1
15
33
MIT
Maven Project Generator MCP
Developer Tools Code Execution App Automation
ghiloufibg
F
license
A
quality
D
maintenance
Enables automatic generation of complete Maven projects (applications, plugins, libraries) with intelligent package detection, customizable file structure, and integrated ZIP export functionality.
Last updated 2025-09-09
8
1