Design and tools for real-time code retrieval and context-aware tool navigation

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Design and tools for real-time code retrieval and context-aware tool navigation

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Why this server?
This server provides web browsing capabilities for LLMs, essential for accessing online information.
mcp-server-rag-web-browserofficial
apify
A
security
A
license
A
quality
Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
Last updated -
1
330
77
JavaScript
Apache 2.0
Why this server?
This server enables web search functionality through pluggable search providers, which aligns with the search tool requirement.
MCP Web Search Tool
gabrimatic
-
security
A
license
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quality
A Model Context Protocol server that provides real-time web search capabilities to AI assistants through pluggable search providers, currently integrated with the Brave Search API.
Last updated -
3
TypeScript
MIT License
Why this server?
This server allows for Google search and webpage content extraction, fulfilling the need for open web search.
MCP Chrome Google Search
cmann50
A
security
A
license
A
quality
Enables Google search and webpage content extraction via Chrome for macOS, allowing access to both unauthenticated and authenticated content, and integrates with Claude for secure and automated browsing tasks.
Last updated -
2
45
7
MIT License
Why this server?
Offers tools for GitHub operations, crucial for identifying reusable open-source tools.
GitHub MCP Server
renantrendt
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security
F
license
-
quality
A Model Context Protocol server that enables AI assistants to perform GitHub operations including repository management, file operations, issue tracking, and pull request creation.
Last updated -
1
TypeScript
Why this server?
While not directly related to web browsing, it assists in managing GitHub, useful for identifying reusable open-source tools.
GitHub Notifications MCP Server
mcollina
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security
A
license
-
quality
An MCP server that enables AI assistants like Claude to help users manage their GitHub notifications through natural language commands.
Last updated -
55
11
TypeScript
MIT License
Why this server?
Similar to the above, this offers comprehensive GitHub interaction capabilities, relevant for finding open-source tools.
mcp-github
MissionSquad
-
security
A
license
-
quality
Anthropic's github MCP server, but better. Support for more endpoints. Including releases and tags, pull request reviews, statuses, rate limit, gists, projects, packages, and even pull request diffs. Indented to be used with MissionSquad's MCP API for secret management (aka your access token).
Last updated -
426
1
TypeScript
MIT License
Why this server?
Provides web search, offering an alternative to Google Search Tool.
MCP DuckDuckGo Search Plugin
gianlucamazza
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security
A
license
-
quality
Provides web search functionality via DuckDuckGo for Claude Code and MCP-compatible clients, featuring advanced content exploration, navigation across search results, and detailed webpage analysis.
Last updated -
1
Python
MIT License
Why this server?
Offers optimized search capabilities for LLMs, suitable for query-based lookups.
tavily-search-mcp-server
apappascs
A
security
A
license
A
quality
An MCP server implementation that integrates the Tavily Search API, providing optimized search capabilities for LLMs.
Last updated -
1
TypeScript
MIT License
Why this server?
Enables web page interaction, screenshotting, and executing JavaScript in a browser environment, supporting web interface control.
Playwright MCP Server
pvinis
A
security
A
license
A
quality
A Model Context Protocol server that enables LLMs to interact with web pages, take screenshots, generate test code, scrape web pages, and execute JavaScript in a real browser environment.
Last updated -
29
10
1
TypeScript
MIT License
Why this server?
Fetches web content which is useful for processing and analysis by the agent.
Fetch MCP Server
phpmac
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security
F
license
-
quality
Provides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.
Last updated -
125,855
TypeScript

Design and tools for real-time code retrieval and context-aware tool navigation

mcp-server-rag-web-browserofficial