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  • M00N Report MCP by m00nreport

    M00N Report MCPofficial

    m00nreport
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    license
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    quality
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    maintenance
    Test management over MCP: author test cases, run manual executions with per-case results, cut releases, and link automated tests to the cases they cover. Works against the hosted M00N Report service or a self-hosted instance.
    2
    55
    1,020
    MIT
  • seleniumbase-mcp by seleniumbase

    seleniumbase-mcpofficial

    seleniumbase
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    license
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    maintenance
    Enables MCP clients like Claude Desktop and Claude Code to drive a real browser with SeleniumBase automation. Offers three variants: WebDriver-based general automation, Pure CDP Mode for bot-detection bypass, and a broad SB() API with MFA and downloads.
    126
    25
    4
    MIT
  • SQD by subsquid-labs

    SQDofficial

    subsquid-labs
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    Thin MCP wrapper around the SQD Portal API for blockchain data queries across multiple networks including EVM, Solana, Bitcoin, Substrate, and Hyperliquid. Provides 25 public tools for discovery, cross-chain queries, and chain-specific operations.
    10
    28
    1
    MIT
  • Connectry Architect Cert by Connectry-io

    Connectry Architect Certofficial

    Connectry-io
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    license
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    quality
    C
    maintenance
    Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, progress dashboard, spaced repetition, and deterministic grading. Everything runs locally — no cloud, no accounts, no telemetry.
    2
    18
    82
    33
    MIT
  • docmancer by docmancer

    docmancerofficial

    docmancer
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    license
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    quality
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    maintenance
    Local-first memory for coding agents. Discovers the memory, instructions, and rules Claude Code, Codex, and Cursor already wrote on your machine, combines them into one canonical Markdown tree, and serves grounded, cited recall through tools like ask_memory and canonical_memory.
    8
    20
    123
    MIT
  • ShadowGraph by LiLara-AI

    ShadowGraphofficial

    LiLara-AI
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    license
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    quality
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    maintenance
    Technical Preview: local-first decision memory for AI agents. Agents can keep an answer while losing why it was chosen, what was rejected, and what failed; ShadowGraph stores that reasoning and lets callers review decisions against stored facts. Local stdio MCP; install from GitHub with Node.js 20+.
    2
    27
    1
    MIT
  • Sugra API MCP by Sugra-Systems

    Sugra API MCPofficial

    Sugra-Systems
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    license
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    Gateway connector between LLM agents and world data, providing access to financial market prices, macroeconomic indicators, and news through a bundled endpoint catalog.
    8
    8
    2
    MIT
  • Glasswarp by glasswarp

    Glasswarpofficial

    glasswarp
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    license
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    maintenance
    Allow AI agents to see and control a real Windows PC you own: observe (UIA + screenshots), click/type/drag/scroll, launch apps, owner Live View. BYOH — your machine, your key.
    2
    16
    Apache 2.0
  • delimit by delimit-ai

    delimitofficial

    delimit-ai
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    license
    B
    quality
    A
    maintenance
    One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.
    2
    210
    1,258
    21
    MIT
  • Memwyre by memwyreai

    Memwyreofficial

    memwyreai
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    license
    A
    quality
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    maintenance
    MCP-native persistent memory layer for AI agents across Claude Code, Cursor, VS Code, and OpenClaw. Powered by hybrid vector search, BM25, and cross-encoder reranking with a published 73.1% LoCoMo benchmark accuracy.
    8
    4
    Apache 2.0
  • holdout-governance by holdout-labs

    holdout-governanceofficial

    holdout-labs
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    Fail-closed evidence manifests for financial AI research: one manifest records evidence artifacts, cutoff timestamps, checks, AI usage and human approval — one verdict before anything ships. MCP tools: gov_check, gov_report, gov_init.
    6
    4
    MIT
  • noisy-coding by noisy

    noisy-codingofficial

    noisy
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    license
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    maintenance
    Voice interface for Claude Code: you talk, the agent listens, codes, and talks back while it works. Live speech-to-text with turn-taking, Grok/xAI voices with per-subagent personas, and a real-time HUD dashboard.
    6
    4
    9
    MIT
  • PageMap by Retio-ai

    PageMapofficial

    Retio-ai
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    license
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    quality
    C
    maintenance
    Converts raw HTML into structured, AI-readable page maps with 97% token reduction, enabling agents to read, click, type, and navigate any web page.
    11
    13
    36
    AGPL 3.0
  • clipugc by clipugc

    clipugcofficial

    clipugc
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    Generate AI UGC videos for your app from any MCP client: create an AI influencer, make her photo, turn it into a talking 5 or 10 second video, add your app screen recording and a hook line, download the file. Needs a ClipUGC API key.
    4
    11
    26
    1
    MIT
  • mailflat-mcp by MailFlat

    mailflat-mcpofficial

    MailFlat
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    license
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    MCP server that gives an agent its own email inbox: it opens the inbox, waits for the one-time code a signup sends, and reads or sends mail. Addresses are permanent, so a test suite does not need a new one per run; only the messages expire, on a retention window you set.
    6
    12
    MIT
  • grafeo-mcp by GrafeoDB

    grafeo-mcpofficial

    GrafeoDB
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    license
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    quality
    C
    maintenance
    Enables AI agents to interact with an embedded graph database (GrafeoDB) via the Model Context Protocol, providing tools for graph CRUD, GQL queries, full-text and vector search, and graph algorithms.
    23
    4
    Apache 2.0

  • sportsdata-mcp

    DanielTomaro13
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    license
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    maintenance
    An MCP server that exposes sports-data APIs from multiple providers (AFL, Sportsbet, Entain, NRL) as interchangeable tools, enabling cross-provider odds and stats comparison.
    22
    500
    13
    MIT
  • Zilliz MCP Server by zilliztech

    Zilliz MCP Serverofficial

    zilliztech
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    quality
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    Enables AI agents to interact with Milvus vector databases and Zilliz Cloud through natural language, allowing users to create clusters, manage collections, insert vector data, and perform semantic searches directly from their AI assistants.
    16
    33
    Apache 2.0

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