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  • A
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    A privacy-first MCP server for locally managing job, fellowship, and graduate-school applications. It offers tools for tracking application status, analyzing role fit, generating LaTeX CV/cover letters, interview prep, and discovering public jobs from ATS APIs.
    8
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A local-first, open-source MCP server that analyzes jobs, matches your CV, tailors documents, and tracks applications — all on your machine with no data uploaded.
    AGPL 3.0
  • A
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    quality
    B
    maintenance
    Enables AI assistants to query, filter, and update job application records, and to analyze skill demand across postings.
    MIT
  • A
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    B
    maintenance
    Provides a native MCP endpoint for Codex that routes to scientific adapters and legacy services, enabling local-first composition of scientific tools without external infrastructure.
    MIT
  • A
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    B
    maintenance
    Provides full Google Analytics 4 management and reporting capabilities via MCP, including property management, custom dimensions, audiences, events, data streams, and real-time reporting.
    MIT
  • A
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    quality
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    Enables AI assistants to work with the entire Manager.io API surface across any number of businesses, with granular per-resource controls that can block, require confirmation, or allow operations. It surfaces real confirmation dialogs before risky writes and keeps security-sensitive endpoints read-only.
    13
    MIT
  • A
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    Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting
    1
    2
    MIT
  • A
    license
    A
    quality
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    maintenance
    An offline-first MCP server for Indian financial, tax, and government APIs, providing tools for identity validation (PAN, Aadhaar, GSTIN), tax calculations (Income Tax, TDS, GST), and master data lookups (IFSC, Pincode, HSN/SAC) with zero authentication required.
    74
    177 PyPI
    67
    MIT
  • A
    license
    A
    quality
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    maintenance
    Gives AI coding agents a ten-phase frontend design pipeline (audit, style direction, build, review, verify, perf, brand) with an exclusive style menu. Its verify_page tool loads a URL in a real Playwright browser at mobile and desktop viewports and returns screenshots, ARIA snapshots, console errors, failed requests, horizontal-overflow offenders, axe-core violations, and pointer type.
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Free seven-tool proof loop for MCP agents: scoped sessions, bounded authorization, typed outcomes, evidence-bound claims, and tamper-evident local closure. Upgrade to Complete Local for durable memory, recovery, signed traces, release verification, and multi-agent workflows.
    7
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    An unofficial MCP server for Money Forward Cloud Accounting that extends the official beta MCP by enabling simultaneous connections to multiple businesses, attaching receipts and invoices to journal entries, and fully deleting journal entries.
    29
    MIT
  • A
    license
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    quality
    A
    maintenance
    Enables natural-language control of Adobe Photoshop 2026 through a local, capability-gated MCP server and UXP bridge, supporting document editing, command execution, and safe automation with automatic approvals and validation.
    4
    20
    2
    MIT
  • A
    license
    C
    quality
    A
    maintenance
    Enables AI assistants to inspect and control Adobe Premiere Pro 26.3+ on Windows through a fail-closed, capability-gated bridge combining UXP, CEP, experimental QE discovery, and Windows UI Automation.
    13
    MIT
  • A
    license
    C
    quality
    C
    maintenance
    Model Context Protocol (MCP) server for VKontakte (VK) — the largest social network in Russia and CIS countries.
    59
    41 npm
    1
    MIT
  • A
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    Not graded
    quality
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    maintenance
    The complete open-source SEO data stack for AI agents, integrating Google Search Console, Google Analytics 4, Bing Webmaster Tools, and Microsoft Clarity with built-in analyst tools like cannibalization check, low-hanging fruit, and content gap analysis, all self-hosted and free.
    28 PyPI
    1
    MIT
  • A
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    Not graded
    quality
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    maintenance
    Provides a local groundedness verifier as an MCP server, returning a verdict on whether a draft answer is supported by provided document excerpts.
    Apache 2.0
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    quality
    A
    maintenance
    Enables task-aware JST architecture workflows by classifying briefs, scaffolding slices, fetching project-local recipes, and running quality gates through a JST project's own npm scripts.
    88 npm
    MIT
  • F
    license
    Not graded
    quality
    A
    maintenance
    Enables AI-assisted development of CodeQL queries for security analysis through the Model Context Protocol. Provides tools for compiling, testing, and executing CodeQL queries across multiple programming languages.
    38
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  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandboxed file operations through AgentFS, and dynamic skill loading. Exposes capabilities via MCP with tri-state safety guards for private, air-gapped environments without network connectivity or API costs.
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