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"RAG (Retrieval-Augmented Generation) system that can store papers and web pages" matching MCP servers:

  • Sequential Thinking MCP Server

    mustafaskyer
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    maintenance
    Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.
    Last updated
    1
    146,749
    Sleepycat
  • ejentum-mcp by ejentum

    ejentum-mcpofficial

    ejentum
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    quality
    C
    maintenance
    Exposes the four Ejentum cognitive harnesses (reasoning, code, anti-deception, memory) as MCP tools any agentic client can call. Drop-in scaffolding that catches LLM failure modes like sycophancy, hallucination, and reasoning shortcuts.
    Last updated
    4
    222
    11
    MIT

  • opencode-cc-tool

    jeremysball
    F
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    quality
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    maintenance
    Enables Claude Code to dispatch opencode CLI tasks as background processes with immediate task handle return, status polling, and result retrieval, avoiding tmux and log parsing issues.
    Last updated
    6

  • claude-octopus

    xiaolai
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    quality
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    maintenance
    Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specialized Claude Code agents — each with its own model, tools, system prompt, and personality — from any MCP client.
    Last updated
    5
    90
    15
    ISC
  • Cerebras Code MCP Server by Cerebras

    Cerebras Code MCP Serverofficial

    Cerebras
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    license
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    quality
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    maintenance
    This MCP server is designed for planning with Claude Code, Cline, or Cursor and making changes with Cerebras to maximize speed and intelligence while avoiding API limits. It uses the Qwen 3 Coder model for high-quality code generation and can be embedded in IDEs.
    Last updated
    1
    51
    MIT

  • figma-mcp

    JayZeeDesign
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    quality
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    maintenance
    Allow your AI coding agents to access Figma files & prototypes directly. You can DM me for any issues / improvements: https://x.com/jasonzhou1993 1. Access all figma pages 2. Access all figma components 3. Access figma prototype flows
    Last updated
    3
    66
    MIT

  • agent-nero

    sanchez314c
    A
    license
    A
    quality
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    maintenance
    Agent NERO is an MCP server that enables Claude Code to spawn, manage, and communicate with persistent, named LLM agents that maintain conversation history and can use tools like file I/O, command execution, and shared memory.
    Last updated
    10
    MIT

  • undo-mcp

    khalilbalaree
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    quality
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    A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots file states before modifications, deduplicates unchanged checkpoints, and enables lightning‑fast restoration so you can experiment confidently with AI‑driven edits.
    Last updated
    5
    13
    MIT

  • Serena

    chrisgreenx-ctrl
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    license
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    quality
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    maintenance
    A coding agent toolkit that provides IDE-like semantic code retrieval and editing tools, enabling LLMs to efficiently navigate and modify codebases at the symbol level rather than working with entire files.
    Last updated
    29
    MIT

  • NotiCode

    Antropov31
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    license
    A
    quality
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    maintenance
    Runs as an MCP server providing file system operations, shell execution, and system information tools, allowing Claude or any MCP client to edit files and control the machine.
    Last updated
    7
    MIT

  • M8 Codex MCP

    lipeng9401222
    A
    license
    A
    quality
    D
    maintenance
    An AI-powered toolkit for the M8 mobile development framework that enables automated generation of Vue pages, low-code components, and mock data. It provides real-time code standard validation and a comprehensive UI component knowledge base to streamline development in AI editors.
    Last updated
    4
    103
    MIT

  • sharplens-mcp

    pzalutski-pixel
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server providing 62 AI-optimized tools for .NET/C# semantic code analysis, navigation, refactoring, and code generation using Microsoft Roslyn. Built for AI coding agents - provides compiler-accurate code understanding that AI cannot infer from reading source files alone.
    Last updated
    62
    29
    MIT

  • codex-mcp-server

    tuannvm
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    license
    A
    quality
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    maintenance
    Bridges Claude and OpenAI's Codex CLI for AI-powered code analysis, generation, and review, with support for session management, web search, and structured output.
    Last updated
    6
    687
    604
    ISC

  • agent-workspace-mcp

    c0sc0s
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    license
    A
    quality
    D
    maintenance
    A TypeScript-aware MCP server that provides coding agents with repository discovery, code intelligence, and web project context for local codebases. It enables deep symbol navigation, diagnostic reporting, and structural analysis of monorepos without requiring full IDE integration.
    Last updated
    7
    14
    1
    MIT