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"Multi-Agent Systems with Shared Memory Storage" matching MCP servers:

  • Agent Blueprint by agent-blueprint

    Agent Blueprintofficial

    agent-blueprint
    A
    license
    A
    quality
    B
    maintenance
    CLI and MCP server for AI agent strategy and deployment. Read blueprints, business cases, implementation plans, and specs from your coding agent. 18 tools for listing, retrieving, downloading, and updating blueprints. Exports full implementation specs as Agent Skills directories.
    Last updated
    23
    123
    2
    MIT

  • Domain memory

    mashware
    A
    license
    -
    quality
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    maintenance
    A local MCP server that accumulates the business-domain knowledge of a software project — flows, integrations, decisions, nuances — and makes it available to any MCP-compatible agent (Claude Code, Cursor, Copilot, Gemini, OpenCode). The goal is to capture the why behind the code: the stuff a new developer would need six months from now to understand why a thing is built the way it is. The what is
    Last updated
    4
    Apache 2.0

  • fpf-memory

    venikman
    F
    license
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    quality
    B
    maintenance
    This MCP server provides a deterministic index of the First Principles Framework (FPF) spec, enabling agents to query patterns, routes, and relations without vector databases.
    Last updated
    6

  • Agent Ready

    mlava
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    maintenance
    Agent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.
    Last updated
    4
    454
    1
    MIT

  • Perplexity Agent MCP

    Jercik
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    license
    A
    quality
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    maintenance
    Enables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.
    Last updated
    2
    16
    1
    MIT

  • Memory Bank MCP Server

    t3ta
    A
    license
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    quality
    F
    maintenance
    A server for managing project documentation and context across Claude AI sessions through global and branch-specific memory banks, enabling consistent knowledge management with structured JSON document storage.
    Last updated
    41
    11
    MIT

  • agent-docs-mcp

    jbouder
    A
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    quality
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    maintenance
    MCP server that provides AI coding agents automatic access to AGENTS.md documentation from GitHub repositories, enabling understanding of codebase conventions and patterns.
    Last updated
    Apache 2.0

  • Doc Agent

    prosdevlab
    A
    license
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    quality
    D
    maintenance
    Enables extraction of structured data from documents like invoices, receipts, and bank statements using local Vision AI (Ollama) or cloud providers (Gemini), with data stored in a local SQLite database.
    Last updated
    28
    MIT

  • PDF Agent MCP

    vlad-ds
    F
    license
    A
    quality
    C
    maintenance
    Enables AI agents to efficiently process large local and online PDFs through selective extraction of text, images, and metadata. It provides tools for content search and document outline navigation to optimize context window usage.
    Last updated
    7
    13

  • NPM Context Agent MCP

    JuanSebastianGB
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    license
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    quality
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    maintenance
    Provides comprehensive contextual information about npm packages including README files, versions, dependencies, download statistics, and search functionality. Enables users to explore and analyze npm packages through natural language queries with intelligent GitHub README fetching and branch fallback.
    Last updated
    9
    MIT

  • MCP Multi-Tool Server

    vipankumar87
    F
    license
    B
    quality
    D
    maintenance
    Provides calculator tools for mathematical operations, document resources for accessing TypeScript SDK documentation, and prompt templates for generating structured meeting summaries. Built with FastMCP to demonstrate comprehensive MCP capabilities including tools, resources, and prompts in a single implementation.
    Last updated
    8