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    Enables multiple coding agents sharing one repository to coordinate their work through time-limited directory and file leases, an enforced pre-tool-use hook, shared presence tracking, messaging, and an audit history, so they never edit or run each other's files concurrently.
    15
    47 PyPI
    MIT
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    Provides software design guidance via MCP, including SOLID principles, design patterns, pattern scaffolding, and heuristic code-smell detection to help review and refactor code.
    4
    60 npm
    MIT
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    Enables converting software development requirements into traceable estimates, WBS breakdowns, PERT calculations, risk registers, roadmaps, quotations, and professional PDF proposals or action plans. It supports reviewing assumptions, exclusions, scope gaps, and commercial documentation before sending deliverables to clients.
    14
    MIT
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    A local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap confidence intervals and validates targets with walk-forward verdicts. The assistant narrates, but the number fence makes it structurally impossible for the model to produce a figure.
    8
    1
    AGPL 3.0
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    MCP server exposing lease Q&A via the lease_qa tool, querying a LeaseClear API to return grounded answers about specific lease documents.
    1
    23 PyPI
    MIT
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    Lets AI assistants control a live ArcGIS Pro session through arcpy, including layer management, attribute queries, geoprocessing, symbology, and export.
    112
    48
    AGPL 3.0
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    A comprehensive MCP server that provides intelligent access to Perplexity AI's search and reasoning models with automatic model selection, conversation management, and project-aware storage. Supports real-time search, deep research, chat sessions, and async operations for complex queries.
    11
    32 npm
    81 PyPI
    3
    MIT
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    Integrates 6 Korean public procurement APIs to search, analyze, and manage procurement data using natural language.
    8
    3
    MIT
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    Manage Job using MCP: Manage Job, Candidates, Resumes, Salaries all within this one MCP tools It can solve problems like: You have 50 resumes to screen. Your AI assistant can reason about candidates, but it can't: Read PDFs/DOCX — The AI can't open binary files Extract structured data — Copy-pasting loses formatting, metrics, and context Compare at scale — No consistent scoring across candida
    24
    85 npm
    1
    MIT
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    Enables AI assistants to read live temperature and Pt100 resistance measurements, sampled statistics, and device information from a Senseca PRO 111/PRO 115 USB thermometer, with optional write tools for setting the instrument clock and location labels.
    4
    MIT
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    MCP server providing fundamental and technical data on Indian-listed companies from Screener.in and Yahoo Finance, including financial statements, ratios, and technical indicators.
    12
    MIT
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    A read-only MCP server that lets AI assistants search and browse the Coolapk community — posts, comments, topics, user profiles, home feeds, and images — with built-in login reuse, rate limiting, and risk-control fallbacks. All access is strictly read-only, so agents can look up community information without any write operations.
    13
    10
    MIT
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    ssh-mcp-pro is a secure Model Context Protocol (MCP) server for SSH automation, enabling clients to open SSH sessions, run commands, manage files, transfer artifacts, create tunnels, and perform package/service operations under policy control.
    46
    184 npm
    2
    MIT
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    A production-grade MySQL MCP Server that enables AI assistants to securely and efficiently operate MySQL databases through a standardized protocol.
    21
    2
    MIT
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    B
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    Control Logic Pro locally on macOS through MCP: transport, tracks, mixer, plug-in parameters, audio analysis, bounce and delivery, with optional gesture and voice control. Uses OSC, CoreMIDI and macOS Accessibility. Actions report confirmed, uncertain or failed outcomes. Actual control requires a local Mac with Logic Pro. Hosted/Linux builds are schema inspection only; all operations are disabled.
    12
    MIT
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    Enables code agents to read, search (local BM25/grep or semantic), and reason over NotebookLM sources stored as Markdown with minimal context use, including outline-based section reading, cached stats, cited chat answers, and export to .md files. Read-only by default, with write and destructive operations requiring explicit opt-in and exact-title confirmation.
    23
    MIT
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    Enables managing employee leave records through natural language, including adding employees, listing employees, adding/deleting leave entries, and viewing leave history.
    5
    -
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    Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware design review, PCB inspection, BOM sourcing, and manufacturing export through 41 profile-gated tools.
    77
    3,210 npm
    66
    MIT
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    Enables connecting MCP clients to local SolidWorks for automated 3D part creation, template generation, file export, and basic review via natural language.
    10
    4
    MIT
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    Bridges Claude Code with IDA Pro 9.0+ to provide 87 tools for AI-assisted reverse engineering, including decompilation, navigation, debugging, and patching.
    87
    1
    MIT