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"Resources and Information on Research" matching MCP servers:

  • Robot Resources Router by robot-resources

    Robot Resources Routerofficial

    robot-resources
    A
    license
    -
    quality
    F
    maintenance
    LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.
    21
    1
    MIT

  • mcp-on-edge1111

    HeBeiaa
    F
    license
    -
    quality
    D
    maintenance
    MCP server deployed on EdgeOne Pages, providing a Streamable HTTP MCP server for intelligent chat applications with tool capabilities like generating webpages.

  • Paws-on-MCP

    hemanth
    F
    license
    -
    quality
    D
    maintenance
    A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.
    330

  • ML Research MCP

    nishide-dev
    A
    license
    A
    quality
    D
    maintenance
    Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.
    9
    MIT

  • Protheus Research MCP Server

    limaduzz11
    F
    license
    A
    quality
    C
    maintenance
    MCP server for technical research in the TOTVS Protheus ecosystem, enabling AI agents to query official documentation, community knowledge bases, and release notes through structured tools. It supports runtime error debugging and ADVPL code generation.
    7

  • MCP on Vercel

    prncsclo-create
    A
    license
    -
    quality
    D
    maintenance
    A deployment template for running Model Context Protocol servers as Vercel Functions. It provides a foundation for developers to build and host custom tools, prompts, and resources with optimized execution for MCP client integration.
    MIT

  • Community Research MCP

    DocHatty
    A
    license
    -
    quality
    D
    maintenance
    Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, and forums to find battle-tested fixes and workarounds for specific programming problems. Bypasses AI guessing by finding actual community discussions where developers have already solved your exact issue.
    2
    MIT

  • ship-on-friday

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    A humorous MCP server that always advises against shipping on Friday, returning a catastrophic risk level and a rotating reason.
    10
    MIT

  • System Information MCP Server

    ai-mcp-garage
    A
    license
    A
    quality
    -
    maintenance
    Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.
    10

  • Developer Research MCP Server

    ali-nr
    F
    license
    B
    quality
    D
    maintenance
    Provides structured web search capabilities optimized for technical and software development content via providers like OpenRouter. It enables AI agents to perform research and retrieve relevant technical data in a consistent, programmatic JSON format.
    1

  • MCP Server on Cloudflare

    TedTschopp
    F
    license
    -
    quality
    -
    maintenance
    A deployable MCP server for Cloudflare Workers or Azure Functions that provides example tools (time, echo, math), prompt templates for code assistance, and configuration resources. Enables AI assistants to interact with edge-deployed services through the Model Context Protocol.

  • gdb and rr Debugging

    schuay
    A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.
    34
    3
    MIT

  • SEO Research MCP

    egebese
    A
    license
    B
    quality
    B
    maintenance
    Enables AI coding assistants to perform SEO research tasks including backlink analysis, keyword research, traffic estimation, and keyword difficulty analysis using Ahrefs data directly within IDEs.
    4
    187
    MIT