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"Exploring the Concept of Multi-Agentic Systems" matching MCP servers:

  • agentic-os-mcp

    Jarroslav
    A
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    A
    quality
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    Read-only MCP server that exposes the agentic-os governance, SDLC, and Quality Engineering methodology to any MCP host. It never writes to your repository and never executes code — it serves the methodology, plans an install, and verifies it, handing any commands back to the host to run.
    Last updated
    2
    7
    Apache 2.0

  • Agentic MCP Server

    ShunsukeHayashi
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    license
    B
    quality
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    maintenance
    Enables AI-driven orchestration of GitHub development workflows including automated issue analysis, code generation, code review, and PR creation through multiple specialized agents. Integrates with GitHub Actions to automate the complete development process from issue to pull request.
    Last updated
    7

  • agentic-ledger

    ShekharBhardwaj
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    Lets agents query their own usage ledger captured by the Agentic Ledger proxy: sessions with full call traces, costs, loop runs, and stuck-loop flags. Tools include list_sessions, get_session, search, list_runs, get_run_status, and explain.
    Last updated
    2
    6
    2
    MIT

  • Australian Bureau of

    Bigred97
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    license
    A
    quality
    B
    maintenance
    Ask Claude "What's the unemployment rate in NSW?" and get a real answer. Wraps the Australian Bureau of Statistics API with plain-English tools and curated mappings for 10 economic indicators (unemployment, inflation, wages, GDP, housing, population).
    Last updated
    7
    MIT

  • signs-of-ai

    peopleworks
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    maintenance
    Bilingual (EN/ES) AI-writing detection that shows the evidence instead of a percentage: named tells with line and column, hidden-character inspection, and citation cross-checking against a document's own bibliography. Seven of its nine tools run entirely locally and never touch the network.
    Last updated
    9
    17
    MIT

  • The Neural Ledger Intelligence

    bekirdag
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    quality
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    maintenance
    Read-only, source-linked news intelligence for AI agents: search The Neural Ledger's stories, retrieve story details with citations and revision history, and resolve related entities and assets. It is an evidence layer, not a trading or execution service.
    Last updated
    8
    2
    MIT
  • The Mine Works MCP servers by themineworks

    The Mine Works MCP serversofficial

    themineworks
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    license
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    quality
    C
    maintenance
    Seven remote MCP servers exposing 51 published Apify scrapers as agent tools: company diligence, social listening, recruiting, real estate, lead generation, e-commerce and academic research. Billed per result, and a call that returns nothing is never charged.
    Last updated
    MIT

  • marm-memory

    Lyellr88
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    A
    quality
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    maintenance
    MARM MCP provides persistent memory and structured session context beneath any AI tool, so your agents learn, remember, and collaborate across all your workflows.
    Last updated
    14
    324
    Apache 2.0

  • shingou

    shingou-io
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    maintenance
    Hourly news sentiment and typed market events (hack, regulation, listing, delisting, legal) for 30 crypto pairs, with source links on every signal. Four tools cover the latest score per symbol, history, classified events and the symbol list, and a free API key works out of the box
    Last updated
    4
    4
    385
    MIT
  • DexPaprika (CoinPaprika) by coinpaprika

    DexPaprika (CoinPaprika)official

    coinpaprika
    A
    license
    A
    quality
    B
    maintenance
    DexPaprika MCP server allows LLMs to access real-time and historical data on tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.
    Last updated
    16
    529
    42
    MIT

  • mcp-archiveorg

    smeet666
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    license
    A
    quality
    B
    maintenance
    An MCP server for the Internet Archive that enables searching the full text of digitized books, browsing the catalogue, and reading Wayback Machine captures. No API key or configuration required.
    Last updated
    4
    6
    MIT

  • booking-gap MCP Server

    h-kazuki-pixel
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    license
    A
    quality
    -
    maintenance
    Measures the shape of idle time in a booking calendar. Separates gaps that can actually be sold from structurally unsellable dead time, accounting for turnover time and the booking start grid. Fully offline, no API key required.
    Last updated
    4
    MIT

  • rmbr

    SRock44
    A
    license
    A
    quality
    A
    maintenance
    Embedded memory and retrieval engine for AI agents, providing local-first memory with MCP support for multi-agent access control.
    Last updated
    10
    3
    1
    MIT

  • wherewent

    habibafaisal
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    license
    A
    quality
    A
    maintenance
    Zero-config SQL profiler for slow Python/SQLAlchemy jobs, built for agents: returns the exact call site, query count, and fix as compact machine-readable fields instead of raw query logs~55× fewer tokens per diagnosis (≈10k → ≈180) and the matching drop in API cost.
    Last updated
    2
    MIT