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  • A
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    maintenance
    Standardizes XBRL financial data from US SEC and European ESEF filings for LLM agents, enabling querying normalized financial facts like revenue and total assets across issuers and taxonomies.
    21
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Provides a unified interface for autonomous AI agents to access 14 developer toolchains covering commerce audits, security guards, swarm coordination, machine trust, proof ledgers, crawling, telemetry, pricing, local model routing, micropayments, sandbox isolation, A2UI rendering, and message bus dispatch.
    14
    MIT
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    quality
    A
    maintenance
    MCP server that provides tools and resources for interacting with Google Ads API, enabling search, metadata retrieval, and account management through natural language.
    7
    4,099 PyPI
    1,119
    Apache 2.0
  • A
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    Not graded
    quality
    C
    maintenance
    Enables AI assistants to check daily-verified AI model and agent prices, estimate monthly costs for preset or custom workloads, compare models side by side, and find the cheapest options.
    MIT
  • A
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    quality
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    maintenance
    Enables LLMs to search Docker Hub repositories, discover container images, and manage Docker Hub repositories and tags through natural language queries. Supports both public content access and authenticated operations with Docker Personal Access Tokens.
    171
    Apache 2.0
  • A
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    quality
    A
    maintenance
    Enables AI assistants to manage Google Cloud NetApp Volumes resources including storage pools, volumes, snapshots, backups, and more through natural language.
    48 npm
    4
    Apache 2.0
  • A
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    Not graded
    quality
    C
    maintenance
    Enables Claude to act as a marketing manager for small Spanish businesses, generating Spanish commercial calendars and weekly content plans, reviewing posts and local hashtags, analyzing and drafting replies to Google reviews, auditing Google Business profiles, and checking promotions against Spanish legal requirements.
    MIT
  • A
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    quality
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    maintenance
    MCP server for Google Ads. Audit spend, find wasted budget, create campaigns, monitor performance, and optimize ads directly from ChatGPT, Claude, or any MCP-compatible client.
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables users to curate a personal toolbox of tools and connect to Claude or Cowork with a single login, while OAuth scopes filter which MCP tools are available and all calls are recorded for audit.
    MIT
  • F
    license
    Not graded
    quality
    F
    maintenance
    A thin, deterministic MCP hub for SAP BTP that routes connections to multiple SAP systems behind one login, preserving per-user identity.
    -
  • A
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    A
    quality
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    maintenance
    8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets detection), FinOps (AI cost tracking and budgets), Observability (agent tracing), Smart Router (17+ models, 9 providers), Trust Score (governance scoring 0-100), Memory (persistent agent memory), ThinkSecure (runtime security + SOC2/GDPR audit), and A2A Lite (agent-to-agent protocol). 37 tools total, TNC credits
    4
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables read-only access to Google Search Console data, including properties, Search Analytics with filters and auto-pagination, sitemaps, and URL inspection with batch support and throttling.
    5
    69 PyPI
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Tri-channel AdsAgent plugin (Meta, Google Ads, TikTok): hosted OAuth MCP at adsagent.md plus agent skills for insights, templates, and prepare/confirm writes. Install via adsagents/adsagent-ai-skills. Meta MCP: https://adsagent.md/mcp/v2. Registry: md.adsagent/meta-mcp.
    4
    3
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Live search on six engines (Google, Bing, Yandex, Baidu, DuckDuckGo, Ecosia), image search and single/batch page extraction for AI agents. Keeps source engine and rank. Runs against a self-hosted OpenSERP server or OpenSERP Cloud.
    8
    10
    320 npm
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI assistants to search Twitter/X, YouTube, Reddit, Google, app-store listings, and 100+ other public web data endpoints via natural language, with prepaid credit or per-call USDC payment and no account or OAuth required.
    5
    3 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search Google SERPs, track rankings across locations, run Lighthouse SEO audits, find broken internal links, analyze backlinks, and get keyword volume data through a hosted service.
    15
    23 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables document processing with Suparse API, extracting structured data from documents into JSON, CSV, XLSX, or Google Sheets, and supports processing single files or folders.
    17
    159 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP-compatible coding agents to read App Store and Google Play screenshot requirements, upload local images, generate complete store screenshot sets, track jobs, and download results into project or fastlane folders.
    9
    407 npm
    Apache 2.0